[
  {
    "slug": "typesafe-quickstart",
    "title": "Quickstart",
    "summary": "The canonical first call: one support ticket, one Choice, one Score and one Noul in a single request, in Python, JS and cURL.",
    "summary_zh": "官方第一课：一条工单，一次请求里同时问一个 Choice、一个 Score 和一个 Noul，给了 Python / JS / cURL 三种写法。",
    "url": "https://docs.typesafe.ai/introduction/quickstart",
    "kind": "official-docs",
    "patterns": [
      "support-triage",
      "fan-out"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python",
      "typescript",
      "shell"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "typesafe-api-reference",
    "title": "API reference",
    "summary": "The one endpoint, POST /v1/systemone, with the exact request and answer shapes for all three question types.",
    "summary_zh": "唯一的端点 POST /v1/systemone，给出三种问题类型的完整请求与应答结构。",
    "url": "https://docs.typesafe.ai/api",
    "kind": "official-docs",
    "patterns": [
      "overview"
    ],
    "languages": [
      "shell",
      "python",
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "notes": "Read this before any integration: the noul answer carries no confidence field, while choice and score do.",
    "notes_zh": "接任何集成前先读这页：noul 应答不带 confidence 字段，choice 和 score 才带。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-primitives",
    "title": "Primitives: Choice, Score, Noul",
    "summary": "What each primitive is for and how to write criteria, including the 255-option cap on Choice and the 2-10 level range on Score.",
    "summary_zh": "三个原语各自的用途与 criteria 写法，含 Choice 最多 255 个选项、Score 只能 2–10 级这些硬限制。",
    "url": "https://docs.typesafe.ai/primitives",
    "kind": "official-docs",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python",
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "typesafe-confidence",
    "title": "Confidence",
    "summary": "How confidence is derived from the probability distribution, and why a threshold tuned on one question type does not transfer to another.",
    "summary_zh": "confidence 如何从概率分布推导出来，以及为什么在一种问题类型上调好的阈值不能挪到另一种上用。",
    "url": "https://docs.typesafe.ai/confidence",
    "kind": "official-docs",
    "patterns": [
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": false,
    "notes": "The concept the whole act-or-escalate design rests on. Worth reading before you pick any threshold.",
    "notes_zh": "「自动执行还是转人工」这套设计的理论基础。定任何阈值前都该先读。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-models",
    "title": "Models, pricing and limits",
    "summary": "The authoritative sheet: jev-1.13.0, $0.042 per Mtok input with output free, 64k context, 32k for state plus the longest question, text input only.",
    "summary_zh": "权威参数表：jev-1.13.0、输入 $0.042/Mtok 且输出免费、64k 上下文、state 加最长问题 32k、仅支持文本输入。",
    "url": "https://docs.typesafe.ai/models",
    "kind": "official-docs",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "shell",
      "python",
      "typescript"
    ],
    "notes": "Also states English is the primary training language and CJK is handled but not equally well. Rate limits carry an explicit warning that they can change without notice.",
    "notes_zh": "该页还说明英语是主要训练语言、中日韩文「能处理但不同等」。速率限制附有官方警告：可能随时变动。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-jaggedness",
    "title": "Jev 1.13 known limitations",
    "summary": "The vendor's own list of where the model fails: literal reading, arithmetic and counting, date comparison, indirection, large noisy states, adversarial content.",
    "summary_zh": "厂商自己列出的失效场景：字面化理解、算术与计数、日期比较、间接指代、夹杂大量无关细节的长 state、对抗性内容。",
    "url": "https://docs.typesafe.ai/model-jaggedness/jev-1.13",
    "kind": "official-docs",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": false,
    "notes": "The most useful page in the docs and the least linked. It explains, among other things, that a Choice over options and one Noul per option answer different questions.",
    "notes_zh": "官方文档里最有用、却最少被引用的一页。它还解释了一件事：对选项做一个 Choice，和每个选项各问一个 Noul，问的根本不是同一个问题。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-pattern-fan-out",
    "title": "Pattern: Speculative fan-out",
    "summary": "Pack many questions, including ones you may not need, into a single request and let your code decide afterwards what was relevant.",
    "summary_zh": "把大量问题（包括可能用不上的）打包进一次请求，之后再由代码决定哪些答案真的用得上。",
    "url": "https://docs.typesafe.ai/patterns/fan-out",
    "kind": "official-docs",
    "patterns": [
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-pattern-confidence-routing",
    "title": "Pattern: Confidence-gated routing",
    "summary": "Treat confidence as a second axis: the answer tells you what, the confidence tells you whether to act on it.",
    "summary_zh": "把 confidence 当作第二个维度：答案告诉你「是什么」，置信度告诉你「该不该照它执行」。",
    "url": "https://docs.typesafe.ai/patterns/confidence-routing",
    "kind": "official-docs",
    "patterns": [
      "human-escalation",
      "intent-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-pattern-composite-scoring",
    "title": "Pattern: Composite scoring",
    "summary": "Break one broad judgement into atomic scores and combine them with weights that live in your code, not in the prompt.",
    "summary_zh": "把一个笼统的判断拆成若干原子评分，再用你自己代码里的权重（而不是提示词里的）组合起来。",
    "url": "https://docs.typesafe.ai/patterns/composite-scoring",
    "kind": "official-docs",
    "patterns": [
      "content-scoring"
    ],
    "question_types": [
      "score"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "typesafe-pattern-intent-routing",
    "title": "Pattern: Intent routing",
    "summary": "Classify an incoming request and route it to the cheapest adequate handler: deterministic code, a specialist LLM, or a person.",
    "summary_zh": "对进来的请求做分类，路由到足够用的最便宜那个处理方：确定性代码、专用 LLM、或人。",
    "url": "https://docs.typesafe.ai/patterns/intent-routing",
    "kind": "official-docs",
    "patterns": [
      "intent-routing",
      "model-routing"
    ],
    "question_types": [
      "choice"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cookbook-parallel-questions",
    "title": "Cookbook: Parallel questions",
    "summary": "A 13-question regulatory briefing over one long article, showing that batching every question into one call is far cheaper and faster with no change in answers.",
    "summary_zh": "对一篇长文提 13 个合规问题，证明全部打包进一次调用便宜得多、也快得多，而答案不变。",
    "url": "https://docs.typesafe.ai/cookbooks/parallel_questions",
    "kind": "official-docs",
    "patterns": [
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "The clearest demonstration of why the state is ingested once and questions are evaluated in parallel.",
    "notes_zh": "最清楚地说明了为什么 state 只被读一次、而所有问题是并行评估的。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "cookbook-rerank",
    "title": "Cookbook: Re-ranking",
    "summary": "Re-ranks 30-passage BM25 shortlists for 40 legal queries with one question per query-candidate pair, reporting large top-1 and top-10 gains.",
    "summary_zh": "对 40 个法律检索问题各取 30 条 BM25 候选，按「问题-候选」逐对提问重排，top-1 与 top-10 准确率均大幅提升。",
    "url": "https://docs.typesafe.ai/cookbooks/rerank_typesafe",
    "kind": "official-docs",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "cookbook-semantic-find",
    "title": "Cookbook: Line-by-line search",
    "summary": "Semantic search over a terms-of-service document: one request scores 218 line ids with a Choice, and a Noul checks whether the document answers at all.",
    "summary_zh": "对一份服务条款做语义检索：一次请求用 Choice 给 218 个行号打分，同时用 Noul 判断文档里到底有没有答案。",
    "url": "https://docs.typesafe.ai/cookbooks/semantic_find",
    "kind": "official-docs",
    "patterns": [
      "search-ranking"
    ],
    "question_types": [
      "choice",
      "noul"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "A neat trick: the Noul guards against confidently returning the best of a set of irrelevant lines.",
    "notes_zh": "一个巧妙设计：那个 Noul 防止了「在一堆无关的行里自信地挑出最好的一行」。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cookbook-llm-guardrails",
    "title": "Cookbook: Guardrails for LLMs",
    "summary": "Screens every message in and out of an LLM app in one request, naming hazards and scoring how much harm complying would do.",
    "summary_zh": "用一次请求筛查 LLM 应用的每一条进出消息，既点明风险类型、又给「照做会造成多大危害」打分。",
    "url": "https://docs.typesafe.ai/cookbooks/llm_guardrails",
    "kind": "official-docs",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "question_types": [
      "noul",
      "score"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "Useful, but see docs/patterns.md on safety-gating: a probabilistic screen is defence in depth, not a security boundary.",
    "notes_zh": "有用，但请对照 docs/patterns.md 的 safety-gating 一节：概率性筛查属于纵深防御，不是安全边界。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cookbook-classifying-rag-passages",
    "title": "Cookbook: Classifying RAG passages",
    "summary": "Scores each retrieved passage, then decides in code which reach the answering model — keeping contradictory ones flagged and dropping ones carrying prompt injection.",
    "summary_zh": "给每条召回的段落打分，再由代码决定哪些能进入回答模型 —— 矛盾的标记保留，夹带提示注入的直接丢弃。",
    "url": "https://docs.typesafe.ai/cookbooks/classifying_rag_passages",
    "kind": "official-docs",
    "patterns": [
      "search-ranking",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "cookbook-function-calling",
    "title": "Cookbook: Function calling",
    "summary": "Maps natural-language trading requests onto ordinary typed functions by turning function names and closed-set arguments into confidence-aware questions.",
    "summary_zh": "把自然语言的交易请求映射到普通的类型化函数：函数名和有限取值的参数各自变成一个带置信度的问题。",
    "url": "https://docs.typesafe.ai/cookbooks/function_calling",
    "kind": "official-docs",
    "patterns": [
      "tool-selection"
    ],
    "question_types": [
      "choice"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "The reference answer to \"can this replace tool calling?\" — it can, for closed-set arguments.",
    "notes_zh": "「这东西能不能替代 tool calling」的参考答案 —— 对取值有限的参数，可以。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cookbook-skill-suggestion",
    "title": "Cookbook: Skill suggestion",
    "summary": "Picks at most one skill out of 182 for an agent turn: one request ranks every skill and asks whether the turn needs one at all, a second reads the top three.",
    "summary_zh": "为智能体的一轮对话从 182 个技能里最多挑一个：第一次请求给所有技能排序并顺便问「这轮到底需不需要技能」，第二次细读前三名。",
    "url": "https://docs.typesafe.ai/cookbooks/skill_suggestion",
    "kind": "official-docs",
    "patterns": [
      "tool-selection"
    ],
    "question_types": [
      "choice",
      "noul"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "Directly applicable if you maintain an agent with a large skill or tool catalogue.",
    "notes_zh": "如果你在维护一个技能/工具目录很大的智能体，这篇可以直接照搬。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cookbook-citation-check",
    "title": "Cookbook: Double-checking citations",
    "summary": "Catches wrong or invented citations against the source document with one Choice, using its confidence to flag borderline cases for review.",
    "summary_zh": "用一个 Choice 对着原文核查引用是否错误或凭空编造，并用它的置信度把边缘情况标出来送审。",
    "url": "https://docs.typesafe.ai/cookbooks/citation_check",
    "kind": "official-docs",
    "patterns": [
      "output-validation",
      "human-escalation"
    ],
    "question_types": [
      "choice"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cookbook-consistency-noul",
    "title": "Cookbook: Self-consistency with nouls",
    "summary": "Routes uncertain probabilities to human review while keeping the underlying noul values visible rather than collapsing them to a label.",
    "summary_zh": "把不确定的概率转人工复核，同时保留底层的 noul 数值本身，而不是压成一个标签了事。",
    "url": "https://docs.typesafe.ai/cookbooks/consistency_noul_cookbook",
    "kind": "official-docs",
    "patterns": [
      "human-escalation"
    ],
    "question_types": [
      "noul"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cookbook-consistency-choice",
    "title": "Cookbook: Self-consistency with choices",
    "summary": "Adds an explicit \"uncertain\" outcome to moderation decisions and measures label agreement against the share of actions taken automatically.",
    "summary_zh": "在内容审核决策里显式加入「不确定」这个选项，并衡量标签一致率与自动处置比例之间的取舍。",
    "url": "https://docs.typesafe.ai/cookbooks/consistency_choice_cookbook",
    "kind": "official-docs",
    "patterns": [
      "human-escalation",
      "content-scoring"
    ],
    "question_types": [
      "choice"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "The cleanest illustration of the automation-rate versus error-rate trade-off you are actually choosing when you set a threshold.",
    "notes_zh": "最清楚地展示了定阈值时你实际在权衡的东西：自动化率 vs 错误率。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cookbook-hierarchical-classification",
    "title": "Cookbook: Hierarchical classification",
    "summary": "Walks deep patent, retail, biomedical and source-code taxonomies with a parallel beam search over Choice probabilities.",
    "summary_zh": "用对 Choice 概率做并行 beam search 的方式，遍历专利、零售、生物医学、源码这几套很深的分类体系。",
    "url": "https://docs.typesafe.ai/cookbooks/hierarchical_classification",
    "kind": "official-docs",
    "patterns": [
      "classification"
    ],
    "question_types": [
      "choice"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "How to get past the 255-option cap on a single Choice.",
    "notes_zh": "单个 Choice 最多 255 选项这个上限的绕法。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cookbook-classification-using-confidence",
    "title": "Cookbook: Classification using confidence",
    "summary": "Classifies annual reports into 75 industry groups, then reads the answer's own confidence to decide whether to report that group or the broader division above it.",
    "summary_zh": "把年报分入 75 个行业组，再根据答案自身的置信度决定：报这个细分组，还是退回上一层的大类。",
    "url": "https://docs.typesafe.ai/cookbooks/classification_using_confidence",
    "kind": "official-docs",
    "patterns": [
      "classification",
      "human-escalation"
    ],
    "question_types": [
      "choice"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "Backing off to a coarser label instead of guessing a fine one is the single most reusable idea in the cookbooks.",
    "notes_zh": "「与其猜一个细标签，不如退回粗标签」—— 整套 cookbook 里最可复用的一个想法。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cookbook-date-extraction",
    "title": "Cookbook: Date extraction",
    "summary": "Extracts absolute and relative dates by asking for the parts a document names, then resolving and validating them in code with confidence-based review.",
    "summary_zh": "抽取绝对与相对日期：先问文档里点明了哪些部分，再在代码里做解析与校验，并按置信度决定是否送审。",
    "url": "https://docs.typesafe.ai/cookbooks/date_extraction_cookbook",
    "kind": "official-docs",
    "patterns": [
      "data-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "Note the division of labour: the model names the parts, code does the arithmetic. Date comparison is a documented weak spot.",
    "notes_zh": "注意这里的分工：模型只负责点明部件，算术交给代码。日期比较是官方承认的弱项。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "cookbook-pre-parsed-value-extraction",
    "title": "Cookbook: Pre-parsed value extraction",
    "summary": "Regexes find candidate emails, phone numbers and amounts; the model selects the requested span so code can normalise a verbatim value.",
    "summary_zh": "先用正则找出候选的邮箱、电话、金额，再让模型挑出被问到的那一段，于是代码拿到的是逐字原值。",
    "url": "https://docs.typesafe.ai/cookbooks/pre_parsed_value_extraction_cookbook",
    "kind": "official-docs",
    "patterns": [
      "data-extraction"
    ],
    "question_types": [
      "choice"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "The key idea behind extraction with a model that cannot generate: enumerate candidates first, then select.",
    "notes_zh": "用「不会生成」的模型做抽取的核心思路：先枚举候选，再做选择。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cookbook-sde-cascade",
    "title": "Cookbook: Structured data extraction cascade",
    "summary": "A two-stage mini-then-verify-then-reasoning cascade that reaches most of a big reasoning model's quality at a fraction of the cost.",
    "summary_zh": "「小模型 → 校验 → 推理模型」的两段级联，用一小部分成本拿到接近大推理模型的质量。",
    "url": "https://docs.typesafe.ai/cookbooks/sde_cascade",
    "kind": "official-docs",
    "patterns": [
      "data-extraction",
      "model-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "cookbook-autoformat",
    "title": "Cookbook: Structure recovery",
    "summary": "Reconstructs Markdown from plain text that lost its formatting, in two requests: one restitches hard-wrapped lines, one classifies every block.",
    "summary_zh": "用两次请求把丢了格式的纯文本还原成 Markdown：一次把硬换行的段落重新接起来，一次给每个块分类。",
    "url": "https://docs.typesafe.ai/cookbooks/autoformat",
    "kind": "official-docs",
    "patterns": [
      "classification",
      "data-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "Shows companion questions that are only read when another answer makes them relevant.",
    "notes_zh": "展示了「伴随问题」的写法：只在另一个答案让它变得相关时才去读它。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "cookbook-entity-alignment",
    "title": "Cookbook: Knowledge graph entity alignment",
    "summary": "Decides which of 450 candidate pairs from two product catalogues describe the same thing, with one Score whose three levels are the three available actions.",
    "summary_zh": "判断两份商品目录间 450 个候选配对里哪些指的是同一个东西 —— 一个 Score 就够，它的三级正好对应三种可执行动作。",
    "url": "https://docs.typesafe.ai/cookbooks/entity_alignment",
    "kind": "official-docs",
    "patterns": [
      "classification",
      "human-escalation"
    ],
    "question_types": [
      "score"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "Elegant design: making the scale's levels be merge / leave / escalate means there is no threshold left to fit.",
    "notes_zh": "设计很优雅：把量表的级别直接设成「合并 / 不动 / 转人工」，于是根本不需要再去拟合阈值。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cookbook-autoresearch-feature-discovery",
    "title": "Cookbook: Autoresearch feature discovery",
    "summary": "An autoresearch loop that proposes questions, turns free text into numeric features, and uses model error to improve a supervised gradient-boosting regressor.",
    "summary_zh": "一个自动研究循环：自己提出问题、把自由文本转成数值特征、再用误差反过来改进下游的梯度提升回归模型。",
    "url": "https://docs.typesafe.ai/cookbooks/autoresearch_feature_discovery",
    "kind": "official-docs",
    "patterns": [
      "feature-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "notes": "The most unusual use in the set: the probabilities are training features, and no user ever sees model output.",
    "notes_zh": "整套里最不寻常的用法：概率本身就是训练特征，模型输出根本不会被用户看到。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-use-case-map",
    "title": "Use case map",
    "summary": "The vendor's own taxonomy: five headline categories, nineteen industry groups, and ten decision shapes from classification through to structured data extraction.",
    "summary_zh": "厂商自己的分类体系：五大类、十九个行业方向、十种决策形态（从分类一直到结构化数据抽取）。",
    "url": "https://docs.typesafe.ai/concepts/use-case-map",
    "kind": "official-docs",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": false,
    "notes": "Useful for finding a shape close to your problem. This catalog's pattern list was cross-checked against it.",
    "notes_zh": "用来找与你问题形状相近的用例。本目录的模式分类法与它做过交叉核对。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-demo-smart-home",
    "title": "Demo: Smart home assistant",
    "summary": "Runnable demo code for a smart home assistant that evaluates user requests with typed decisions.",
    "summary_zh": "一个可运行的智能家居助手示例，用类型化决策来解析用户请求。",
    "url": "https://docs.typesafe.ai/demos/smart-home",
    "kind": "official-docs",
    "patterns": [
      "intent-routing",
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "python"
    ],
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-agent-skill",
    "title": "Official agent skill for Claude Code",
    "summary": "Installs a TypeSafe skill into Claude Code so an agent can write correct Jev calls without you pasting the API shape each time.",
    "summary_zh": "把 TypeSafe 官方技能装进 Claude Code，让智能体自己写出正确的 Jev 调用，不必每次手动贴 API 结构。",
    "url": "https://docs.typesafe.ai/agent-skill",
    "kind": "official-docs",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "claude-code"
    ],
    "official": true,
    "has_code": true,
    "languages": [
      "shell"
    ],
    "repo": "https://github.com/typesafe-ai/skills",
    "repo_license": "MIT",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "stars": 1645
  },
  {
    "slug": "typesafe-sdk-python",
    "title": "typesafe-sdk (Python)",
    "summary": "The official Python client. Sync and async clients, retry policy with retry-after support, and Choice/Score/Noul helper classes.",
    "summary_zh": "官方 Python 客户端。含同步与异步客户端、支持 retry-after 的重试策略，以及 Choice/Score/Noul 辅助类。",
    "url": "https://github.com/typesafe-ai/typesafe-sdk-python",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "package": {
      "registry": "pypi",
      "name": "typesafe-sdk",
      "url": "https://pypi.org/project/typesafe-sdk/"
    },
    "official": true,
    "has_code": true,
    "stars": 194,
    "repo_license": "MIT",
    "notes": "Method is system_one in Python but systemOne in JavaScript. Easy to get wrong when porting.",
    "notes_zh": "Python 里方法名是 system_one，JavaScript 里是 systemOne。跨语言移植时很容易写错。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/typesafe_sdk/_core/client/aio/client.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "typesafe-sdk-js",
    "title": "@typesafe-ai/sdk (TypeScript / JavaScript)",
    "summary": "The official TypeScript client. Ships ESM, CJS and type declarations, with lowercase choice()/score()/noul() helper factories.",
    "summary_zh": "官方 TypeScript 客户端。同时提供 ESM、CJS 和类型声明，辅助函数是小写的 choice()/score()/noul()。",
    "url": "https://github.com/typesafe-ai/typesafe-sdk-js",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "typescript",
      "javascript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "package": {
      "registry": "npm",
      "name": "@typesafe-ai/sdk",
      "url": "https://www.npmjs.com/package/@typesafe-ai/sdk"
    },
    "official": true,
    "has_code": true,
    "stars": 218,
    "repo_license": "MIT",
    "notes": "Requires Node.js 20 or newer. Helper factories are lowercase functions here, unlike the capitalised Python classes.",
    "notes_zh": "需要 Node.js 20 及以上。辅助工厂函数在这里是小写函数，与 Python 的大写类不同。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/types.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "typesafe-skills-repo",
    "title": "typesafe-ai/skills",
    "summary": "The official agent-skills repository behind the Claude Code plugin, holding the SKILL.md that teaches an agent the System One API.",
    "summary_zh": "Claude Code 插件背后的官方技能仓库，里面的 SKILL.md 教会智能体如何使用 System One API。",
    "url": "https://github.com/typesafe-ai/skills",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "languages": [
      "shell"
    ],
    "platforms": [
      "claude-code"
    ],
    "official": true,
    "has_code": true,
    "stars": 1645,
    "repo_license": "MIT",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "system-one-adapter-python",
    "title": "system-one-adapter-python",
    "summary": "A drop-in TypeSafeClient replacement backed by ordinary LLM APIs, so you can run Jev-shaped code without Jev access.",
    "summary_zh": "一个可直接替换 TypeSafeClient 的适配器，底层走普通 LLM API —— 没有 Jev 权限也能跑 Jev 形状的代码。",
    "url": "https://github.com/typesafe-ai/system-one-adapter-python",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "official": true,
    "has_code": true,
    "stars": 249,
    "repo_license": "MIT",
    "notes": "The best answer to \"I want to try these patterns but I am still on the waitlist\". Behaviour will differ from the real model.",
    "notes_zh": "「想试这些模式但还在等候名单上」的最佳解法。注意它的行为与真实模型会有差异。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-launch-post",
    "title": "Introducing System One models and Jev",
    "summary": "The launch post: what a System One model is, why decisions were split from generation, and the vendor's latency and cost claims.",
    "summary_zh": "发布博文：什么是 System One 模型、为什么要把决策从生成里拆出来，以及厂商自报的延迟与成本数字。",
    "url": "https://typesafe.ai/blog/introducing-system-one-models-and-jev",
    "kind": "article",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "Diogo Almeida"
    },
    "official": true,
    "has_code": false,
    "published": "2026-09-15",
    "flags": [
      "vendor-reported"
    ],
    "notes": "All speed and cost figures here are vendor-run benchmarks. Treat them as claims, not measurements.",
    "notes_zh": "文中所有速度与成本数字都是厂商自测。请当作宣称，而不是实测结果。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "TypeSafe AI docs index",
        "url": "https://docs.typesafe.ai/llms.txt"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "vercel-ai-gateway-launch",
    "title": "TypeSafe AI Jev now available on AI Gateway",
    "summary": "Vercel's launch note for Jev on AI Gateway, with an experimental_evaluate sample using the model string typesafe-ai/jev.",
    "summary_zh": "Vercel 在 AI Gateway 上线 Jev 的公告，附 experimental_evaluate 示例，模型串为 typesafe-ai/jev。",
    "url": "https://vercel.com/changelog/typesafe-ai-jev-now-available-on-ai-gateway",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "noul"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "vercel-ai-gateway"
    ],
    "has_code": true,
    "published": "2026-09-16",
    "notes": "Vercel's evaluation API names the yes/no type `boolean` and returns `.probability`, where the native API uses `noul`. See docs/compatibility.md.",
    "notes_zh": "Vercel 的 evaluation API 把是非类型叫 `boolean`、返回 `.probability`，而原生 API 用 `noul`。见 docs/compatibility.md。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Vercel changelog",
        "url": "https://vercel.com/changelog"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "vercel-typesafe-compatible-api",
    "title": "TypeSafe-compatible API on Vercel AI Gateway",
    "summary": "Point the official TypeSafe SDK at Vercel by changing one baseURL, or call the gateway's systemone endpoint directly with cURL.",
    "summary_zh": "只改一个 baseURL 就能把官方 TypeSafe SDK 指向 Vercel，也可以直接用 cURL 调网关的 systemone 端点。",
    "url": "https://vercel.com/docs/ai-gateway/sdks-and-apis/typesafe",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "noul"
    ],
    "languages": [
      "typescript",
      "shell"
    ],
    "platforms": [
      "vercel-ai-gateway",
      "typesafe-api"
    ],
    "has_code": true,
    "notes": "The compatible path keeps the native `noul` naming; the AI SDK evaluation path does not. Pick one and stay on it.",
    "notes_zh": "兼容路径保留原生的 `noul` 命名，AI SDK 的 evaluation 路径不保留。选一条走，别混用。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Vercel docs",
        "url": "https://vercel.com/docs/ai-gateway"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "vercel-kb-jev-ai-sdk",
    "title": "Using TypeSafe Jev with the AI SDK",
    "summary": "The richest Vercel walkthrough: single and multi-question calls, probability-threshold routing, and unit tests with a mock evaluation model.",
    "summary_zh": "Vercel 最完整的实操指南：单问题与多问题调用、按概率阈值路由，以及用 mock evaluation 模型写单元测试。",
    "url": "https://vercel.com/kb/guide/typesafe-jev-and-ai-sdk",
    "kind": "tutorial",
    "patterns": [
      "intent-routing",
      "fan-out"
    ],
    "question_types": [
      "noul",
      "choice",
      "score"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "vercel-ai-gateway"
    ],
    "has_code": true,
    "notes": "Needs AI SDK 7.0.105 or newer for experimental_evaluate. Confidence arrives on providerMetadata, not on the answer.",
    "notes_zh": "需要 AI SDK 7.0.105 及以上才有 experimental_evaluate。置信度在 providerMetadata 上，不在 answer 上。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Vercel knowledge base",
        "url": "https://vercel.com/kb"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "not-a-repository"
  },
  {
    "slug": "ai-sdk-typesafe-provider",
    "title": "@ai-sdk/typesafe-ai provider",
    "summary": "The AI SDK provider package for calling TypeSafe directly, with a sample covering all three question types and nested criteria shapes.",
    "summary_zh": "直连 TypeSafe 的 AI SDK provider 包，示例覆盖三种问题类型以及嵌套的 criteria 写法。",
    "url": "https://ai-sdk.dev/providers/ai-sdk-providers/typesafe-ai",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "typescript",
      "javascript"
    ],
    "platforms": [
      "vercel-ai-sdk",
      "typesafe-api"
    ],
    "package": {
      "registry": "npm",
      "name": "@ai-sdk/typesafe-ai",
      "url": "https://www.npmjs.com/package/@ai-sdk/typesafe-ai"
    },
    "has_code": true,
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "AI SDK providers",
        "url": "https://ai-sdk.dev/providers"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "cloudflare-workers-ai-jev",
    "title": "Jev on Cloudflare Workers AI",
    "summary": "Workers AI binding and REST samples asking a noul, a choice and a score in one call, with the full response including per-answer confidence.",
    "summary_zh": "Workers AI binding 与 REST 示例：一次调用同时问 noul、choice、score，并给出含逐答案置信度的完整响应。",
    "url": "https://developers.cloudflare.com/ai/models/typesafe/jev/",
    "kind": "integration",
    "patterns": [
      "support-triage",
      "fan-out"
    ],
    "question_types": [
      "noul",
      "choice",
      "score"
    ],
    "languages": [
      "typescript",
      "shell"
    ],
    "platforms": [
      "cloudflare-workers-ai"
    ],
    "has_code": true,
    "notes": "Model string is typesafe/jev here, and state plus questions are wrapped in an `input` object. You cannot port a native client by swapping the URL.",
    "notes_zh": "这里模型串是 typesafe/jev，且 state 与 questions 被包在 `input` 对象里。原生客户端不能只换 URL 就移植过来。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Cloudflare Workers AI models",
        "url": "https://developers.cloudflare.com/ai/models/"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "langchain-typesafe-provider",
    "title": "langchain-typesafe",
    "summary": "The LangChain integration: a classifier plus experimental middleware for model routing and for gating risky tool calls before they run.",
    "summary_zh": "LangChain 集成：一个分类器，外加用于模型路由、以及在高风险工具调用执行前拦截它的实验性 middleware。",
    "url": "https://docs.langchain.com/oss/python/integrations/providers/typesafe",
    "kind": "integration",
    "patterns": [
      "model-routing",
      "safety-gating",
      "intent-routing"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "langchain"
    ],
    "package": {
      "registry": "pypi",
      "name": "langchain-typesafe",
      "url": "https://pypi.org/project/langchain-typesafe/"
    },
    "has_code": true,
    "flags": [
      "early-access-required"
    ],
    "notes": "Published as an alpha. AutoModeMiddleware is the clearest published example of gating a destructive tool call.",
    "notes_zh": "目前是 alpha 版。AutoModeMiddleware 是已公开的、最清楚的「拦截破坏性工具调用」示例。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "LangChain integrations",
        "url": "https://docs.langchain.com/oss/python/integrations/providers/"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "langchain-blog-jev",
    "title": "Building a Harness with Jev",
    "summary": "LangChain's explainer and integration walkthrough: the three question types, plus model routing and gating risky tool calls before they run.",
    "summary_zh": "LangChain 的讲解兼集成实操：三种问题类型，加上模型路由、以及在高风险工具调用执行前拦截它。",
    "url": "https://www.langchain.com/blog/building-a-harness-with-jev",
    "kind": "article",
    "patterns": [
      "model-routing",
      "safety-gating"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "langchain"
    ],
    "has_code": true,
    "flags": [
      "vendor-reported"
    ],
    "notes": "Repeats the vendor's 200x/400x figures without independent measurement. The page <title> tag differs from the on-page heading used here.",
    "notes_zh": "文中照搬厂商 200x/400x 的数字，没有独立实测。该页 <title> 标签与此处采用的页面标题不一致。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "LangChain blog",
        "url": "https://www.langchain.com/blog"
      }
    ],
    "license": "CC0-1.0",
    "author": {
      "name": "Sydney Runkle, Hunter Lovell"
    },
    "published": "2026-09-17",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pydantic-ai-typesafe",
    "title": "TypeSafe models in Pydantic AI",
    "summary": "First-party Pydantic AI support: an Agent with output_type=bool over the typesafe:jev-latest model string.",
    "summary_zh": "Pydantic AI 的一方支持：用 typesafe:jev-latest 这个模型串、配 output_type=bool 建 Agent。",
    "url": "https://pydantic.dev/docs/ai/models/typesafe/",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "pydantic-ai"
    ],
    "package": {
      "registry": "pypi",
      "name": "pydantic-ai-slim",
      "url": "https://pypi.org/project/pydantic-ai-slim/"
    },
    "has_code": true,
    "notes": "Its design advice is the best one-liner on the subject: ask each field the kind of judgement a knowledgeable person makes in a second.",
    "notes_zh": "它给的设计建议是这个话题上最好的一句总结：每个字段问的，应该是懂行的人一秒钟就能下的判断。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Pydantic AI docs",
        "url": "https://pydantic.dev/docs/ai/models/"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "litellm-typesafe-passthrough",
    "title": "TypeSafe pass-through on LiteLLM",
    "summary": "Proxy Jev through LiteLLM for unified keys and cost tracking, with any path under /typesafe/ passed straight through.",
    "summary_zh": "通过 LiteLLM 代理 Jev，统一密钥与成本追踪，/typesafe/ 下的任意路径都直接透传。",
    "url": "https://docs.litellm.ai/docs/pass_through/typesafe",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "languages": [
      "shell"
    ],
    "platforms": [
      "litellm"
    ],
    "has_code": true,
    "notes": "Streaming is not supported, because the upstream API does not stream. Cost tracking reads usage.input_tokens.",
    "notes_zh": "不支持流式，因为上游 API 本身不支持。成本追踪读的是 usage.input_tokens。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "LiteLLM docs",
        "url": "https://docs.litellm.ai/docs/pass_through"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "openrouter-typesafe",
    "title": "TypeSafe on OpenRouter",
    "summary": "OpenRouter's listing for Jev, with its own model ids and the unusual pricing shape of paid input and free output.",
    "summary_zh": "OpenRouter 上的 Jev 条目，有自己的模型 id，以及「输入收费、输出免费」这种少见的定价结构。",
    "url": "https://openrouter.ai/typesafe",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "openrouter"
    ],
    "has_code": false,
    "notes": "Model ids here are typesafe/jev-1.13 and ~typesafe/jev-latest — note the tilde. The listing page carries no code sample.",
    "notes_zh": "这里的模型 id 是 typesafe/jev-1.13 和 ~typesafe/jev-latest —— 注意那个波浪号。该页没有代码示例。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "OpenRouter providers",
        "url": "https://openrouter.ai/providers"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "netlify-ai-gateway-jev",
    "title": "Jev on Netlify AI Gateway",
    "summary": "Zero-config access from a Netlify function: use the official SDK with no API key, base URL or provider setup, billed through Netlify credits.",
    "summary_zh": "在 Netlify function 里零配置调用：直接用官方 SDK，不需要 API key、baseURL 或 provider 配置，按 Netlify credits 计费。",
    "url": "https://www.netlify.com/changelog/typesafe-jev-ai-gateway/",
    "kind": "integration",
    "patterns": [
      "intent-routing"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "netlify"
    ],
    "has_code": true,
    "published": "2026-09-22",
    "notes": "The lowest-friction way to try Jev if you already deploy on Netlify. Requires Node.js 20 or newer.",
    "notes_zh": "如果你本来就部署在 Netlify，这是门槛最低的试用方式。需要 Node.js 20 及以上。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Netlify changelog",
        "url": "https://www.netlify.com/changelog/"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "aimlapi-jev",
    "title": "Jev on AI/ML API",
    "summary": "Another gateway route, notable because its endpoint path and request envelope differ again from both the native API and Cloudflare's.",
    "summary_zh": "又一个网关接入路径，值得记一笔是因为它的端点路径和请求外壳跟原生 API、跟 Cloudflare 都不一样。",
    "url": "https://docs.aimlapi.com/api-references/decision-models/typesafe/jev",
    "kind": "integration",
    "patterns": [
      "support-triage"
    ],
    "question_types": [
      "noul",
      "choice",
      "score"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "aimlapi"
    ],
    "has_code": true,
    "notes": "Posts to /v1/decisions rather than /v1/systemone. One more reason to read docs/compatibility.md before switching gateways.",
    "notes_zh": "请求发往 /v1/decisions 而不是 /v1/systemone。又一个换网关前该读 docs/compatibility.md 的理由。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "AI/ML API docs",
        "url": "https://docs.aimlapi.com/"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "langfuse-typesafe-observability",
    "title": "Tracing Jev calls with Langfuse",
    "summary": "The only platform with dedicated Jev observability: an OpenInference instrumentor that traces every decision call over OpenTelemetry.",
    "summary_zh": "目前唯一有 Jev 专用可观测性的平台：一个 OpenInference instrumentor，通过 OpenTelemetry 追踪每次决策调用。",
    "url": "https://langfuse.com/integrations/model-providers/typesafe",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "langfuse"
    ],
    "package": {
      "registry": "pypi",
      "name": "openinference-instrumentation-typesafe",
      "url": "https://pypi.org/project/openinference-instrumentation-typesafe/"
    },
    "has_code": true,
    "notes": "Because it is plain OpenTelemetry the traces can go to any OTLP backend, though only Langfuse documents Jev-specific handling.",
    "notes_zh": "因为走的是标准 OpenTelemetry，追踪数据可以发往任意 OTLP 后端；但只有 Langfuse 文档写了 Jev 专门的处理。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Langfuse integrations",
        "url": "https://langfuse.com/integrations"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "spring-ai-typesafe",
    "title": "spring-ai-typesafe",
    "summary": "A community Spring AI starter bringing typed decisions to Java, with a builder API over the three question types.",
    "summary_zh": "社区维护的 Spring AI starter，把类型化决策带到 Java，用 builder API 封装三种问题类型。",
    "url": "https://spring.io/blog/2026/09/21/spring-ai-typesafe-structured-judgment",
    "kind": "integration",
    "patterns": [
      "support-triage"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "java"
    ],
    "platforms": [
      "spring-ai"
    ],
    "repo": "https://github.com/spring-ai-community/spring-ai-typesafe",
    "has_code": true,
    "published": "2026-09-21",
    "notes": "Maintained by spring-ai-community, not the Spring team. The only Java route found.",
    "notes_zh": "由 spring-ai-community 维护，不是 Spring 官方团队。目前找到的唯一 Java 路径。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Spring blog",
        "url": "https://spring.io/blog"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "examples/src/main/java/org/springaicommunity/typesafe/demo/JevQuickstart.java",
      "matched": [
        "systemOne",
        "TypeSafeClient",
        "Noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    },
    "stars": 19,
    "repo_license": "Apache-2.0"
  },
  {
    "slug": "fast-jev-compaction",
    "title": "fast-jev-compaction",
    "summary": "A Claude Code plugin that replaces the compaction summary with per-item decisions: stale tool calls are dropped or truncated, everything kept stays verbatim.",
    "summary_zh": "一个 Claude Code 插件，用逐条决策取代压缩式摘要：过期的工具调用被丢弃或截断，保留下来的全部逐字不变。",
    "url": "https://github.com/tamaratran/fast-jev-compaction",
    "kind": "plugin",
    "patterns": [
      "context-compaction"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "claude-code",
      "typesafe-api"
    ],
    "author": {
      "name": "tamaratran",
      "handle": "@tamarajtran",
      "url": "https://github.com/tamaratran"
    },
    "has_code": true,
    "stars": 6090,
    "repo_license": "MIT",
    "notes": "Exactly two nouls per tool call: does knowing this call happened still matter, and is the full output still needed verbatim. Despite the word \"scored\" in its own description, no score primitive is used.",
    "notes_zh": "每次工具调用恰好两个 noul：知道这次调用发生过是否还有意义、以及是否还需要完整原文输出。尽管它自己的描述里用了「打分」，实际并未使用 score 原语。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "jevai.org community site",
        "url": "https://www.jevai.org/"
      }
    ],
    "license": "CC0-1.0",
    "question_types": [
      "noul"
    ],
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/request.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jevlike",
    "title": "jevlike",
    "summary": "An independent, trainable model with the same input and output shape as Jev: text plus N options in, one probability per option out, in a single pass.",
    "summary_zh": "一个独立可训练的模型，输入输出形状与 Jev 相同：文本加 N 个选项进，每个选项一个概率出，单次前向完成。",
    "url": "https://github.com/vinnylarouge/jevlike",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "self-hosted"
    ],
    "author": {
      "name": "vinnylarouge",
      "url": "https://github.com/vinnylarouge"
    },
    "has_code": true,
    "stars": 1183,
    "repo_license": "MIT",
    "flags": [
      "not-jev"
    ],
    "notes": "Corrected: this does not call the Jev API at all — verified, zero references across 52 files. Its own README says \"This is a research starter, not a copy of Jev\" and does not claim parity. The visual scoring is a demo, not the product.",
    "notes_zh": "已更正：它完全不调用 Jev API —— 已核实，52 个文件中零引用。其 README 自述「这是研究起点，不是 Jev 的复制品」，也未声称达到同等质量。视觉打分只是演示，不是主体。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      },
      {
        "catalog": "jevai.org community site",
        "url": "https://www.jevai.org/"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevai-org-community-site",
    "title": "jevai.org community site",
    "summary": "An unaffiliated community site with a playground, a preset decision API, an MCP server, downloadable skills and a gallery of community apps.",
    "summary_zh": "一个与官方无关的社区站：有 playground、预设决策 API、MCP 服务、可下载技能，以及一个社区应用展示廊。",
    "url": "https://www.jevai.org/",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "jevai-org"
    ],
    "has_code": true,
    "languages": [
      "shell"
    ],
    "flags": [
      "unverified-claims",
      "third-party-api-key"
    ],
    "notes": "Not official and not TypeSafe's API — it runs its own endpoint, request shape and keys. Its /jev-api page shows a request shape that matches no primary source; do not copy code from it. See docs/vetting.md.",
    "notes_zh": "非官方，也不是 TypeSafe 的 API —— 它跑的是自己的端点、请求结构和密钥。其 /jev-api 页面给出的请求结构与任何一手来源都不符，不要从那里抄代码。见 docs/vetting.md。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "jevai.org community site",
        "url": "https://www.jevai.org/"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevai-org-cases",
    "title": "jevai.org community showcase cases",
    "summary": "Nine worked community scenarios: intent routing, invoice classification, news filtering, product tagging, moderation, claim verification, CSV validation and more.",
    "summary_zh": "九个社区演练场景：意图路由、发票分类、新闻过滤、商品打标、内容审核、主张核验、CSV 校验等。",
    "url": "https://www.jevai.org/cases",
    "kind": "project",
    "patterns": [
      "intent-routing",
      "document-triage",
      "classification",
      "content-scoring"
    ],
    "platforms": [
      "jevai-org"
    ],
    "has_code": false,
    "flags": [
      "unverified-claims"
    ],
    "notes": "Labelled \"Community Inspiration\" on the site itself, i.e. not official material and not reviewed by TypeSafe.",
    "notes_zh": "站点自己标注为「Community Inspiration」，即非官方内容，也未经 TypeSafe 审核。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "jevai.org community site",
        "url": "https://www.jevai.org/"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevai-org-apps-gallery",
    "title": "jevai.org community app gallery",
    "summary": "Thirty-six community builds curated from social posts: browser agents, spreadsheet tooling, inbox search by intent, ad blocking with judgement, games and robotics.",
    "summary_zh": "从社交帖子里策展的 36 个社区作品：浏览器智能体、表格工具、按意图搜邮箱、会判断的广告拦截、游戏与机器人。",
    "url": "https://www.jevai.org/apps",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "jevai-org"
    ],
    "has_code": false,
    "flags": [
      "unverified-claims"
    ],
    "notes": "Cards link to social posts rather than repos, so most are demos rather than runnable code. Useful for seeing the range of what people tried in week one.",
    "notes_zh": "卡片链接的是社交帖子而非代码仓库，所以多数是演示、不是可运行代码。适合用来了解第一周大家都试了些什么。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "jevai.org community site",
        "url": "https://www.jevai.org/"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "forbes-jev-decision-costs",
    "title": "Jev Cuts AI Decision Costs 100x And Vercel, Cloudflare Rushed To Add It",
    "summary": "Mainstream coverage of the launch and the speed with which gateways added support.",
    "summary_zh": "主流媒体对这次发布、以及各家网关上线速度的报道。",
    "url": "https://www.forbes.com/sites/josipamajic/2026/09/19/jev-cuts-ai-decision-costs-100x-and-vercel-cloudflare-rushed-to-add-it/",
    "kind": "article",
    "patterns": [
      "overview"
    ],
    "author": {
      "name": "Josipa Majic Predin"
    },
    "has_code": false,
    "published": "2026-09-19",
    "flags": [
      "vendor-reported",
      "paywalled"
    ],
    "notes": "The 100x figure is the vendor's. \"Rushed to add it\" is the writer's framing; the integrations themselves are independently confirmed elsewhere in this catalog.",
    "notes_zh": "100x 这个数字来自厂商。「匆忙上线」是作者的措辞；但集成本身在本目录里已独立确认。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "web search",
        "url": "https://www.forbes.com/sites/josipamajic/"
      }
    ],
    "license": "CC0-1.0"
  },
  {
    "slug": "beam-ai-jev-decision-model",
    "title": "Jev by TypeSafe: A Decision Model for AI Agents",
    "summary": "An agent-builder's framing of where a decision model sits in an agent stack.",
    "summary_zh": "从智能体开发者角度，讲决策模型在智能体技术栈里的位置。",
    "url": "https://beam.ai/agentic-insights/jev-typesafe-ai-agents",
    "kind": "article",
    "patterns": [
      "overview"
    ],
    "has_code": false,
    "flags": [
      "marketing"
    ],
    "notes": "Published on a vendor's own insights blog, so read it as positioning as well as explanation.",
    "notes_zh": "发在某厂商自己的 insights 博客上，读的时候要意识到它同时也是在做定位宣传。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "web search",
        "url": "https://beam.ai/agentic-insights"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "aihubmix-jev-explained",
    "title": "Jev Explained: How to Add Fast, Typed Decisions to an AI Agent",
    "summary": "A third-party explainer with a useful architecture sketch and an unusually honest list of cases where you should not use a decision model.",
    "summary_zh": "第三方解读文章，给了一张有用的架构草图，还罕见地诚实列出了「不该用决策模型」的场景。",
    "url": "https://aihubmix.com/blog/jev-explained-how-to-add-fast-typed-decisions-to-an-ai-agent",
    "kind": "article",
    "patterns": [
      "overview"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "langchain"
    ],
    "has_code": true,
    "flags": [
      "code-untested"
    ],
    "notes": "Its code sample calls the LangChain classifier with keyword arguments, but the official signature takes a single dict. Read the article, not its snippet.",
    "notes_zh": "文中代码用关键字参数调用 LangChain 分类器，而官方签名接收的是单个 dict。读文章可以，别照抄那段代码。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "web search",
        "url": "https://aihubmix.com/blog"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "autogpt-typesafe-blocks",
    "title": "AutoGPT TypeSafe blocks",
    "summary": "Seven production blocks — choice, score, yes/no, ask-many, route, pick-best, filter — with a UTF-8 byte budget, verbatim wire capture and eleven test files.",
    "summary_zh": "七个生产级 block（choice/score/yes-no/ask-many/route/pick-best/filter），带 UTF-8 字节预算、逐字报文留存和十一个测试文件。",
    "url": "https://github.com/Significant-Gravitas/AutoGPT/tree/master/autogpt_platform/backend/backend/blocks/typesafe",
    "kind": "project",
    "patterns": [
      "intent-routing",
      "search-ranking",
      "content-scoring",
      "fan-out"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "autogpt",
      "typesafe-api"
    ],
    "repo": "https://github.com/Significant-Gravitas/AutoGPT",
    "has_code": true,
    "stars": 187482,
    "repo_license": "NOASSERTION",
    "notes": "The most engineering-serious integration found. It caps a serialised request at 30,976 UTF-8 bytes because no Jev tokenizer is published, and preserves invalid UTF-8 as base64 rather than replacement characters.",
    "notes_zh": "目前找到的工程最严谨的集成。因为官方没有公开 Jev 的 tokenizer，它把序列化请求保守限制在 30,976 UTF-8 字节；响应含非法 UTF-8 时用 base64 保留原始字节而非替换字符。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "autogpt_platform/backend/backend/blocks/typesafe/_client.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "cua-jev-use",
    "title": "Cua driver: jev-use example",
    "summary": "Computer-use action selection in Python and TypeScript: Jev picks the next browser action from an immutable candidate set, with reobserve and abstain as reserved options.",
    "summary_zh": "Python 与 TypeScript 双实现的 computer-use 动作选择：Jev 从不可变候选集里挑下一个浏览器动作，保留 reobserve 和 abstain 两个特殊选项。",
    "url": "https://github.com/trycua/cua/tree/main/libs/cua-driver/examples/jev-use",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "python",
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "repo": "https://github.com/trycua/cua",
    "has_code": true,
    "stars": 25834,
    "repo_license": "MIT",
    "notes": "Worth copying its rigour: it validates that every probability is finite and in range, rejects an answer outside the candidate set, sends typed bounds instead of screenshot bytes, and ships a mock adapter so the whole loop runs with no key and no network.",
    "notes_zh": "它的严谨程度值得照搬：校验每个概率有限且在区间内、拒绝候选集之外的答案、发送类型化坐标而非截图字节，还提供 mock 适配器让整个循环无密钥无网络也能跑。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "libs/cua-driver/examples/jev-use/python/jev_adapter.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "choice",
        "Choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "fastmcp-jev-search",
    "title": "FastMCP jev_search transform",
    "summary": "Two-stage MCP tool search: a wide Choice coarse-ranks the whole catalogue, then a shortlist gets full descriptions plus one Noul each to decide whether it does the job at all.",
    "summary_zh": "两段式 MCP 工具检索：先用一个宽 Choice 对整个目录粗排，再给候选短名单配完整描述，每个候选各配一个 Noul 判断它到底是否胜任。",
    "url": "https://github.com/PrefectHQ/fastmcp/blob/main/fastmcp_slim/fastmcp/experimental/transforms/jev_search.py",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "search-ranking"
    ],
    "question_types": [
      "choice",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "mcp",
      "typesafe-api"
    ],
    "repo": "https://github.com/PrefectHQ/fastmcp",
    "has_code": true,
    "stars": 27855,
    "repo_license": "Apache-2.0",
    "notes": "The per-candidate Noul is the point: it lets the search return nothing when no tool fits, instead of confidently returning the least wrong one.",
    "notes_zh": "逐候选的那个 Noul 才是关键：它让检索在没有工具匹配时返回空，而不是自信地返回最不离谱的那个。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "fastmcp_slim/fastmcp/experimental/transforms/jev_search.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "lancedb-typesafe-reranker",
    "title": "LanceDB TypeSafeReranker",
    "summary": "A vector-database reranker that asks one Noul per result and uses the yes-probability as an absolute relevance score, comparable across queries.",
    "summary_zh": "向量数据库的重排器：对每条结果问一个 Noul，把「是」的概率当作绝对相关性分数 —— 可以跨查询比较。",
    "url": "https://github.com/lancedb/lancedb/blob/main/python/python/lancedb/rerankers/typesafe.py",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "question_types": [
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "lancedb",
      "typesafe-api"
    ],
    "repo": "https://github.com/lancedb/lancedb",
    "has_code": true,
    "stars": 11496,
    "repo_license": "Apache-2.0",
    "notes": "Note the design claim: because a noul is an absolute probability rather than a relative rank, scores are comparable across queries and a fixed threshold is meaningful.",
    "notes_zh": "注意它的设计主张：因为 noul 是绝对概率而不是相对排名，分数可以跨查询比较，固定阈值才有意义。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "python/python/lancedb/rerankers/typesafe.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "noul",
        "score"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "composio-typesafe-provider",
    "title": "Composio TypeSafe provider",
    "summary": "Compiles a tool catalogue into questions and reconstructs tool calls from the answers, with typed errors for abstention and confirmation-required cases.",
    "summary_zh": "把工具目录编译成问题，再从答案还原出 tool call，并为「弃权」和「需确认」两种情况定义了专门的错误类型。",
    "url": "https://github.com/ComposioHQ/composio/tree/next/python/providers/typesafe",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "human-escalation"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "composio",
      "typesafe-api"
    ],
    "repo": "https://github.com/ComposioHQ/composio",
    "has_code": true,
    "stars": 30279,
    "repo_license": "MIT",
    "notes": "Its docstring states the constraint plainly: Jev is not an LLM and has no tool calling, so the provider does the translation in both directions.",
    "notes_zh": "它的 docstring 把约束讲得很直白：Jev 不是 LLM、没有 tool calling，所以这个 provider 负责双向翻译。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "python/providers/typesafe/composio_typesafe/provider.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "opik-typesafe-tracker",
    "title": "Opik TypeSafe tracker",
    "summary": "Wraps the sync and async clients so every system_one call is recorded as a traced span.",
    "summary_zh": "包装同步与异步客户端，把每次 system_one 调用记录成一个可追踪的 span。",
    "url": "https://github.com/comet-ml/opik/blob/main/sdks/python/src/opik/integrations/typesafe/opik_tracker.py",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "opik",
      "typesafe-api"
    ],
    "repo": "https://github.com/comet-ml/opik",
    "has_code": true,
    "stars": 22188,
    "repo_license": "Apache-2.0",
    "notes": "Pins typesafe-sdk 0.7.0 or newer, because the response objects changed representation at that version. A useful warning if you are on an older SDK.",
    "notes_zh": "要求 typesafe-sdk 0.7.0 及以上，因为响应对象在该版本换了表示方式。如果你还在用旧 SDK，这是个有用的提醒。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "bifrost-typesafe-gateway",
    "title": "Bifrost TypeSafe gateway route",
    "summary": "A Go gateway provider that passes the native API through one-to-one, so the official SDKs work by changing only the base URL.",
    "summary_zh": "一个 Go 网关 provider，对原生 API 做一比一透传 —— 官方 SDK 只需改 base URL 即可使用。",
    "url": "https://github.com/maximhq/bifrost/tree/dev/core/providers/typesafe",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "languages": [
      "go"
    ],
    "platforms": [
      "bifrost",
      "typesafe-api"
    ],
    "repo": "https://github.com/maximhq/bifrost",
    "has_code": true,
    "stars": 8230,
    "repo_license": "Apache-2.0",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "realpython-hello-jev",
    "title": "Real Python: hello-jev",
    "summary": "A teaching example with a deliberate control group: the same station-enquiry task written in plain Python that only accepts Y/N, next to a Noul that reads intent.",
    "summary_zh": "带对照组的教学示例：同一个问询台任务，一份是只认 Y/N 的纯 Python 写法，旁边是一个能读出意图的 Noul。",
    "url": "https://github.com/realpython/materials/tree/master/hello-jev",
    "kind": "tutorial",
    "patterns": [
      "intent-routing"
    ],
    "question_types": [
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "openrouter",
      "typesafe-api"
    ],
    "repo": "https://github.com/realpython/materials",
    "author": {
      "name": "Real Python",
      "url": "https://realpython.com"
    },
    "has_code": true,
    "stars": 5205,
    "repo_license": "MIT",
    "notes": "The gentlest starting point. Its README points the SDK at OpenRouter so you can try it without a TypeSafe account, and it uses a two-sided threshold with a re-ask band in the middle.",
    "notes_zh": "最平缓的入门点。README 把 SDK 指向 OpenRouter，于是不注册 TypeSafe 账号也能试；它用的是双侧阈值，中间区间重问一次。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "hello-jev/jev_noul.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-moderation-bot",
    "title": "Jev-Moderation-Bot",
    "summary": "A Discord moderation bot: a Choice tiers each message while a Noul carries ban urgency, and an admin pardon is fed back as a safe precedent in later requests.",
    "summary_zh": "一个 Discord 审核机器人：用 Choice 给每条消息定级、用 Noul 表示封禁紧急度，管理员一旦赦免，该消息会作为「安全先例」注入后续请求。",
    "url": "https://github.com/brainstormity/Jev-Moderation-Bot",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "safety-gating",
      "human-escalation"
    ],
    "question_types": [
      "choice",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "discord",
      "typesafe-api"
    ],
    "author": {
      "name": "brainstormity",
      "url": "https://github.com/brainstormity"
    },
    "has_code": true,
    "stars": 41,
    "repo_license": "MIT",
    "notes": "The clearest end-user application found, and the only one using in-context precedent to suppress repeat false positives. Ships no LICENSE file despite the README.",
    "notes_zh": "找到的最清晰的终端应用，也是唯一用「上下文内先例」来抑制重复误判的。README 提到许可，但仓库里没有 LICENSE 文件。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "typesafe/__init__.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe_sdk",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "typesafe-go-community",
    "title": "typesafe-go",
    "summary": "A zero-dependency community Go SDK, including a static analyser that flags poorly designed questions at compile time.",
    "summary_zh": "零依赖的社区 Go SDK，还带一个静态分析器，能在编译期指出设计不良的问题。",
    "url": "https://github.com/Nibir1/typesafe-go",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "go"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "Nibir1",
      "url": "https://github.com/Nibir1"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "Apache-2.0",
    "flags": [
      "code-untested"
    ],
    "notes": "There is no official Go SDK, so this fills a real gap. It states plainly that it is unaffiliated. Maturity is unverified and it has no stars yet.",
    "notes_zh": "官方没有 Go SDK，所以它填的是真实空缺。它明确声明与官方无隶属关系。成熟度未经验证，目前也还没有 star。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "cmd/typesafe/main.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "aegis-typesafe-provider",
    "title": "aegis: TypeSafe as a first-class provider",
    "summary": "A personal Rust AI gateway with a TypeSafe provider, usage extraction and alias resolution tested against real response bodies.",
    "summary_zh": "一个个人 Rust AI 网关，内置 TypeSafe provider，用真实响应体测试了用量提取与别名解析。",
    "url": "https://github.com/dvjn/aegis",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "languages": [
      "rust"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "dvjn",
      "url": "https://github.com/dvjn"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "flags": [
      "code-untested",
      "no-license"
    ],
    "notes": "Small, but its bundled skill file is an unusually accurate guide to writing state as a structured object and keeping deterministic work in code. No LICENSE file despite the README.",
    "notes_zh": "规模很小，但它自带的 skill 文件是一份相当准确的指南：如何把 state 写成结构化对象、以及把确定性工作留在代码里。README 提到许可，但仓库里没有 LICENSE 文件。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "lindfors-early-access-test",
    "title": "An early-access test of TypeSafe's Jev: calibrated judgments for half a cent",
    "summary": "The best independent test found: 24 Norwegian documents on one pinned model version, opening with a case the model got wrong while correctly reporting low confidence.",
    "summary_zh": "找到的最好的独立实测：固定单一模型版本、24 份挪威语文档，开篇就展示了一个模型答错、但同时正确报出低置信度的案例。",
    "url": "https://lindfors.no/blog/a-first-look-at-typesafes-jev/",
    "kind": "benchmark",
    "patterns": [
      "classification",
      "human-escalation"
    ],
    "author": {
      "name": "Lindfors"
    },
    "has_code": false,
    "published": "2026-09-18",
    "notes": "Methodology is stated cleanly and scoped honestly as a single-day snapshot. Leading with a failure case is what makes it a real calibration test rather than a testimonial.",
    "notes_zh": "方法论交代干净，并诚实限定为「单日快照」。开篇就摆失败案例，这才让它成为真正的校准检验，而不是一篇软文。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Hacker News",
        "url": "https://news.ycombinator.com/item?id=49752426"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "nearhere-three-way-comparison",
    "title": "Testing TypeSafe Jev, Mistral and Gemini for local event validation",
    "summary": "The only three-way head-to-head found, with each model's prompt tuned separately and the scope limited to one task rather than a general ranking.",
    "summary_zh": "找到的唯一三方横评，每个模型分别调过提示词，且明确把范围限定在单一任务上、不做通用排名。",
    "url": "https://nearhere.events/blog/typesafe-jev-mistral-gemini-event-validation",
    "kind": "benchmark",
    "patterns": [
      "output-validation",
      "classification"
    ],
    "author": {
      "name": "Near Here"
    },
    "has_code": false,
    "published": "2026-09-16",
    "notes": "Self-limits correctly: a use-case study, not a model leaderboard. That restraint is rarer than the numbers.",
    "notes_zh": "自我限定很规范：这是用例研究，不是模型排行榜。这种克制比数字本身更少见。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Hacker News",
        "url": "https://news.ycombinator.com/item?id=49724424"
      }
    ],
    "license": "CC0-1.0"
  },
  {
    "slug": "arize-decision-models-vs-llm-judges",
    "title": "TypeSafe's Jev: Can decision models replace LLM judges?",
    "summary": "Collects the third-party evaluations that exist so far and frames the question of where a decision model can stand in for an LLM judge.",
    "summary_zh": "汇总了目前已有的第三方评测，并讨论决策模型能在多大程度上顶替 LLM 评判者。",
    "url": "https://arize.com/blog/typesafe-jev-llm-judge/",
    "kind": "article",
    "patterns": [
      "output-validation"
    ],
    "author": {
      "name": "Laurie Voss",
      "url": "https://arize.com"
    },
    "has_code": false,
    "notes": "Useful as an aggregator. Note it is not itself a benchmark — the post says Arize had not yet run its own.",
    "notes_zh": "作为汇总很有用。注意它本身不是实测 —— 文中说明 Arize 当时还没跑自己的基准。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "web search",
        "url": "https://arize.com/blog/"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "rlcd-explained-independent",
    "title": "RLCD explained: Reinforcement Learning for Calibrated Decisions",
    "summary": "An independent write-up whose most useful finding is a negative one: there is no paper, no reward function, no dataset description and no reproducible evaluation for RLCD.",
    "summary_zh": "一份独立整理，其最有价值的结论是否定性的：RLCD 没有论文、没有奖励函数、没有数据集说明、也没有可复现的评测。",
    "url": "https://systemonemodels.org/guides/rlcd-explained/",
    "kind": "article",
    "patterns": [
      "overview"
    ],
    "has_code": false,
    "notes": "Beware a name collision: an unrelated 2023 paper also abbreviates to RLCD (Reinforcement Learning from Contrastive Distillation). An arXiv link labelled \"the RLCD paper\" is almost certainly that one, not this method.",
    "notes_zh": "注意缩写撞车：2023 年有一篇无关论文也叫 RLCD（Reinforcement Learning from Contrastive Distillation）。任何标称「RLCD 论文」的 arXiv 链接几乎必然是那一篇，而不是这个方法。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "web search",
        "url": "https://systemonemodels.org/"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "flaviocopes-jev-deep-dive",
    "title": "A deep dive into Jev, TypeSafe's System One model",
    "summary": "The densest independent explainer: code in JS, Python and the AI SDK, all three answer shapes, the advanced patterns, and an honest list of where the model fails.",
    "summary_zh": "技术密度最高的独立讲解：JS / Python / AI SDK 三种代码、三种应答结构、进阶模式，还诚实列出了模型的失效场景。",
    "url": "https://flaviocopes.com/jev/",
    "kind": "tutorial",
    "patterns": [
      "fan-out",
      "content-scoring",
      "intent-routing"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "javascript",
      "python",
      "typescript"
    ],
    "platforms": [
      "typesafe-api",
      "vercel-ai-sdk"
    ],
    "author": {
      "name": "Flavio Copes",
      "url": "https://flaviocopes.com"
    },
    "has_code": true,
    "published": "2026-09-21",
    "notes": "The best single third-party read if you want code. Listing arithmetic, dates and counting as failure modes is a good sign the author used the model rather than the press release.",
    "notes_zh": "想看代码的话，这是最好的单篇第三方文章。作者把算术、日期、计数列为失效场景，说明他真用过模型，而不是抄新闻稿。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Hacker News",
        "url": "https://news.ycombinator.com/item?id=49774157"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "not-a-repository"
  },
  {
    "slug": "datacamp-jev-explained",
    "title": "Jev: TypeSafe's System One Model Explained",
    "summary": "A neutral survey of the architecture, the claimed benchmarks and the pricing, which states plainly that no large independent reproduction had surfaced.",
    "summary_zh": "对架构、宣称的基准和定价的中立综述，并明确指出当时还没有出现大规模的独立复现。",
    "url": "https://www.datacamp.com/blog/system-one-models-jev",
    "kind": "article",
    "patterns": [
      "overview"
    ],
    "author": {
      "name": "Matt Crabtree",
      "url": "https://www.datacamp.com"
    },
    "has_code": false,
    "published": "2026-09-16",
    "notes": "Its SEO title differs from the on-page title used here.",
    "notes_zh": "它的 SEO 标题与此处采用的页面标题不一致。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "web search",
        "url": "https://www.datacamp.com/blog"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "medium-jev-use-cases",
    "title": "Jev AI Use Cases",
    "summary": "Walks through use case after use case — agent routing, an in-agent decision layer, ticket triage — each with a concrete option set and a sample response.",
    "summary_zh": "逐个用例走一遍 —— 智能体路由、智能体内部的决策层、工单分拣 —— 每个都给出具体的选项集和示例响应。",
    "url": "https://medium.com/data-science-in-your-pocket/jev-ai-use-cases-9a87d57ac3b4",
    "kind": "tutorial",
    "patterns": [
      "intent-routing",
      "support-triage",
      "model-routing"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "python"
    ],
    "author": {
      "name": "Mehul Gupta"
    },
    "has_code": true,
    "published": "2026-09-19",
    "flags": [
      "paywalled"
    ],
    "notes": "The more useful of this author's two posts. Its subtitle promises a free route that the body does not actually deliver.",
    "notes_zh": "这位作者两篇里更有用的一篇。副标题承诺的免费通道，正文其实没给。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "web search",
        "url": "https://medium.com/data-science-in-your-pocket"
      }
    ],
    "license": "CC0-1.0",
    "evidence_none": "paywalled"
  },
  {
    "slug": "techcrunch-chatgpt-inventor-model",
    "title": "A new kind of AI model from a ChatGPT inventor is thrilling developers",
    "summary": "The only launch coverage with first-hand developer quotes rather than vendor figures, including a caution that interpreting the thresholds is now your job.",
    "summary_zh": "唯一一篇引用了开发者一手说法（而非厂商数字）的发布报道，其中还提醒：解释阈值的责任现在落在你自己头上。",
    "url": "https://techcrunch.com/2026/09/18/a-new-kind-of-ai-model-from-a-chatgpt-inventor-is-thrilling-developers/",
    "kind": "article",
    "patterns": [
      "overview"
    ],
    "author": {
      "name": "Tim Fernholz",
      "url": "https://techcrunch.com"
    },
    "has_code": false,
    "published": "2026-09-18",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "web search",
        "url": "https://techcrunch.com"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "register-typesafe-doom",
    "title": "TypeSafe AI debuts model for machines that plays Doom",
    "summary": "The most sceptical mainstream piece: it challenges the no-hallucination framing on the grounds that a well-formed answer is not the same as a correct one.",
    "summary_zh": "最具怀疑视角的主流报道：它质疑「不会幻觉」的说法 —— 格式正确的答案不等于正确的答案。",
    "url": "https://www.theregister.com/ai-and-ml/2026/09/16/typesafe-ai-debuts-model-for-machines-that-plays-doom/5296711",
    "kind": "article",
    "patterns": [
      "overview"
    ],
    "author": {
      "name": "Thomas Claburn",
      "url": "https://www.theregister.com"
    },
    "has_code": false,
    "published": "2026-09-16",
    "notes": "Read it next to the launch post. The distinction it draws — schema conformance is not correctness — is the one most coverage skips.",
    "notes_zh": "建议与发布博文对照阅读。它点出的那个区别 ——「符合 schema」不等于「正确」—— 是多数报道都跳过的。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "web search",
        "url": "https://www.theregister.com"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "heise-jev-decide-faster",
    "title": "AI model \"Jev\" to make machines decide faster",
    "summary": "Focuses on the missing explainability — the model returns no reasoning in language — and on every published benchmark coming from the vendor.",
    "summary_zh": "重点落在可解释性的缺失 —— 模型不给出语言层面的理由 —— 以及所有已公布基准都出自厂商自己。",
    "url": "https://www.heise.de/en/news/AI-model-Jev-to-make-machines-decide-faster-11457071.html",
    "kind": "article",
    "patterns": [
      "overview"
    ],
    "author": {
      "name": "Tomislav Bezmalinović",
      "url": "https://www.heise.de"
    },
    "has_code": false,
    "published": "2026-09-17",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "web search",
        "url": "https://www.heise.de"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "wikipedia-jev-model",
    "title": "Jev (AI model) on Wikipedia",
    "summary": "Most useful as an index: its reference list is a fast route to the coverage worth reading.",
    "summary_zh": "最大价值在于当索引用：它的参考文献列表是找到值得读的报道的最快路径。",
    "url": "https://en.wikipedia.org/wiki/Jev_(AI_model)",
    "kind": "article",
    "patterns": [
      "overview"
    ],
    "has_code": false,
    "notes": "Uses the correct Choice/Score/Noul terminology, which several mainstream outlets do not.",
    "notes_zh": "使用了正确的 Choice/Score/Noul 术语，不少主流媒体没做到这点。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "web search",
        "url": "https://en.wikipedia.org/"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "latent-space-jev-interview",
    "title": "Jev: System One models for Prod, not God",
    "summary": "The only long-form founder interview: why RLHF was the wrong optimisation target, why public benchmarks were withheld, and the all-synthetic data approach.",
    "summary_zh": "唯一的长篇创始人访谈：为什么 RLHF 是错的优化目标、为什么不公开基准、以及全合成数据的路线。",
    "url": "https://www.latent.space/p/jev",
    "kind": "discussion",
    "patterns": [
      "overview"
    ],
    "author": {
      "name": "Latent Space"
    },
    "has_code": false,
    "published": "2026-09-21",
    "notes": "Roughly two and a quarter hours. The YouTube mirror has been retitled more than once, so the site title is the stable one.",
    "notes_zh": "约两小时十五分。YouTube 镜像的标题被改过不止一次，站内标题才是稳定的那个。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Hacker News",
        "url": "https://news.ycombinator.com/item?id=49794590"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "hn-launch-thread",
    "title": "Hacker News: Introducing System One Models and Jev",
    "summary": "The launch thread, and the densest single collection of scepticism: unsupported RLCD claims, apples-to-oranges latency comparisons, and the deliberate absence of public benchmarks.",
    "summary_zh": "发布讨论帖，也是质疑最集中的地方：RLCD 缺乏支撑材料、延迟对比不对等、以及官方刻意不公开基准。",
    "url": "https://news.ycombinator.com/item?id=49717558",
    "kind": "discussion",
    "patterns": [
      "overview"
    ],
    "has_code": false,
    "published": "2026-09-15",
    "notes": "Read this alongside the launch post. Also the best place to find people reporting what they actually migrated from, such as embedding plus cosine similarity.",
    "notes_zh": "建议与发布博文对照阅读。这里也最容易找到有人讲自己实际是从什么方案迁移过来的，比如 embedding 加余弦相似度。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "Hacker News",
        "url": "https://news.ycombinator.com/"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "video-sam-witteveen-classification",
    "title": "Jev - The Ultimate Classification Model?",
    "summary": "An ML engineer's walkthrough from the classification-task angle, which is the framing closest to what the model actually does.",
    "summary_zh": "一位 ML 工程师从分类任务角度做的讲解 —— 这个切入角度最贴近模型的实际能力。",
    "url": "https://youtube.com/watch?v=X117w2Rark8",
    "kind": "video",
    "patterns": [
      "classification"
    ],
    "author": {
      "name": "Sam Witteveen"
    },
    "has_code": false,
    "notes": "Metadata verified; the video content was not reviewed for this entry.",
    "notes_zh": "元数据已核实；本条目未逐段核对视频内容。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "YouTube search",
        "url": "https://www.youtube.com/results?search_query=typesafe+jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "video-gary-explains-caveat",
    "title": "Jev From TypeSafe is a New Class of AI Model that is FAST and CHEAP - But There is a Caveat!",
    "summary": "A review that puts the limitation in the title rather than burying it.",
    "summary_zh": "一篇把限制直接写进标题、而不是藏在正文里的评测。",
    "url": "https://youtube.com/watch?v=qdji39XXgEY",
    "kind": "video",
    "patterns": [
      "overview"
    ],
    "author": {
      "name": "Gary Explains"
    },
    "has_code": false,
    "notes": "Metadata verified; the video content was not reviewed for this entry.",
    "notes_zh": "元数据已核实；本条目未逐段核对视频内容。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "YouTube search",
        "url": "https://www.youtube.com/results?search_query=typesafe+jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "video-aicodeking-browser-use",
    "title": "Jev (Fully Tested) + Browser Use: FASTEST AI Agent I'VE TRIED YET!",
    "summary": "Wires Jev into Browser Use to drive a browser automation agent.",
    "summary_zh": "把 Jev 接到 Browser Use 上，驱动一个浏览器自动化智能体。",
    "url": "https://www.youtube.com/watch?v=SNJ3yuJ_QwY",
    "kind": "video",
    "patterns": [
      "tool-selection"
    ],
    "author": {
      "name": "AICodeKing"
    },
    "has_code": false,
    "published": "2026-09-18",
    "flags": [
      "unverified-claims"
    ],
    "notes": "Channel metadata verified; the demo itself was not reviewed. The superlative in the title is that channel's house style, not a measurement.",
    "notes_zh": "频道元数据已核实，但演示内容未逐段核对。标题里的最高级是该频道的惯用风格，不是实测结论。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "YouTube search",
        "url": "https://www.youtube.com/results?search_query=typesafe+jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jaredpalmer-kev",
    "title": "kev",
    "summary": "A trainable, self-hostable family of Jev-like decision models with a System One compatible API, so the official SDK can point at your own server.",
    "summary_zh": "一套可训练、可自托管的 Jev-like 决策模型，API 与 System One 兼容 —— 官方 SDK 可以直接指向你自己的服务。",
    "url": "https://github.com/jaredpalmer/kev",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "self-hosted"
    ],
    "author": {
      "name": "Jared Palmer",
      "url": "https://github.com/jaredpalmer"
    },
    "has_code": true,
    "stars": 2764,
    "repo_license": "Apache-2.0",
    "flags": [
      "not-jev"
    ],
    "notes": "Not Jev and not from TypeSafe. Listed because the wire compatibility means the patterns in this catalog transfer, and because Jev itself cannot be self-hosted.",
    "notes_zh": "不是 Jev，也不是 TypeSafe 出的。收录是因为它协议兼容，本目录里的模式可以迁移过去；也因为 Jev 本身无法自托管。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "playground/scripts/jev-evaluate.mjs",
      "matched": [
        "typesafe-ai/jev",
        "noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "opendecision",
    "title": "OpenDecision",
    "summary": "An open-source semantic decision engine running a local zero-shot model, with a FastAPI server proven wire-compatible with the official SDK.",
    "summary_zh": "一个开源语义决策引擎，本地跑零样本模型，其 FastAPI 服务已验证与官方 SDK 协议兼容。",
    "url": "https://github.com/deepanwadhwa/OpenDecision",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "self-hosted"
    ],
    "author": {
      "name": "deepanwadhwa",
      "url": "https://github.com/deepanwadhwa"
    },
    "has_code": true,
    "stars": 52,
    "repo_license": "Apache-2.0",
    "flags": [
      "not-jev"
    ],
    "notes": "Not Jev. Its examples directory includes a demo driving the real typesafe-sdk against a local base URL, which is the cleanest proof of drop-in compatibility.",
    "notes_zh": "不是 Jev。它的 examples 目录里有一个 demo 用真实的 typesafe-sdk 指向本地 base URL，这是「可直接替换」最干净的证明。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "examples/m3_typesafe_sdk_demo.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "Noul",
        "Choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "medium-build-your-own-jev-locally",
    "title": "Build Your Own JEV Locally: Run a 100% Private AI Agent on Your Machine",
    "summary": "Despite the title, this does not run Jev. It builds a Jev-like decision engine from an open LLM using constrained next-token scoring.",
    "summary_zh": "标题误导：它并没有在跑 Jev，而是用开源 LLM 加受约束的 next-token 打分，自己搭一个 Jev-like 决策引擎。",
    "url": "https://medium.com/coding-nexus/build-your-own-jev-locally-run-a-100-private-ai-agent-on-your-machine-bb98126d394a",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "self-hosted"
    ],
    "author": {
      "name": "DataScience Nexus"
    },
    "has_code": true,
    "published": "2026-09-21",
    "flags": [
      "not-jev",
      "paywalled",
      "code-untested"
    ],
    "notes": "Listed as a correction, because the title ranks well and misleads. Jev has no published weights and cannot be run locally; anything claiming otherwise is describing a substitute.",
    "notes_zh": "收录是为了纠偏 —— 这个标题排名不低且具误导性。Jev 未公开权重、无法本地运行；任何声称能本地跑 Jev 的内容，实际讲的都是替代品。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "web search",
        "url": "https://medium.com/coding-nexus"
      }
    ],
    "license": "CC0-1.0"
  },
  {
    "slug": "awesome-jev-projects-logicrw",
    "title": "awesome-jev-projects",
    "summary": "A sibling directory aiming at ecosystem breadth with commit-pinned sources, four README languages and a generated site.",
    "summary_zh": "一个同类目录，主打生态广度：来源锚定到具体 commit、四语 README、以及一个生成式站点。",
    "url": "https://github.com/logicrw/awesome-jev-projects",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "languages": [
      "javascript"
    ],
    "platforms": [
      "github"
    ],
    "author": {
      "name": "logicrw",
      "url": "https://github.com/logicrw"
    },
    "has_code": true,
    "stars": 339,
    "repo_license": "MIT",
    "notes": "Goes wide where this catalog goes deep. Worth checking for anything missing here; it accepts issues rather than pull requests.",
    "notes_zh": "它走的是广度，本目录走的是深度。这里缺的条目值得去它那里对一遍；它只收 issue，不收 PR。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "awesome-jev-fatwang2",
    "title": "awesome-jev (fatwang2)",
    "summary": "A sibling directory whose submissions are reviewed by Jev itself, with a notably thorough list of multi-language community clients.",
    "summary_zh": "一个同类目录，提交由 Jev 自己审核，其多语言社区客户端清单相当完整。",
    "url": "https://github.com/fatwang2/awesome-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "languages": [
      "javascript"
    ],
    "platforms": [
      "github"
    ],
    "author": {
      "name": "fatwang2",
      "url": "https://github.com/fatwang2"
    },
    "has_code": true,
    "stars": 187,
    "repo_license": "MIT",
    "notes": "Using the model to review submissions to a list about the model is a neat piece of dogfooding. Its SDK section is the best place to look for a client in a language the official SDKs do not cover.",
    "notes_zh": "用这个模型来审核关于这个模型的列表的投稿，是个漂亮的自产自销。它的 SDK 分区是寻找官方未覆盖语言客户端的最佳去处。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "hermes-agent-jev-evaluation",
    "title": "Hermes Agent: Jev compaction evaluation",
    "summary": "Ported the Jev compaction approach, measured it against their shipping summariser, and published the conclusion not to adopt it.",
    "summary_zh": "把 Jev 压缩方案移植过来，与自家在用的摘要器对比实测，最后公开结论：不采用。",
    "url": "https://github.com/NousResearch/hermes-agent",
    "kind": "benchmark",
    "patterns": [
      "context-compaction"
    ],
    "question_types": [
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 247881,
    "repo_license": "MIT",
    "notes": "The single most credible row in this catalog. Recall came out below their existing summariser, and at a matched context budget it tied plain recency ordering. Cost was genuinely far lower. Publishing a negative result on a hyped model is rare.",
    "notes_zh": "本目录可信度最高的一条。召回率低于他们现有的摘要器，在相同上下文预算下与「按时间倒序」打平。成本确实低得多。在一个被热炒的模型上公开负面结果，非常少见。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "evals/compaction/jev_arm.py",
      "matched": [
        "typesafe/jev",
        "jev-latest",
        "noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "worldmonitor-shadow-mode",
    "title": "worldmonitor: news threat classification",
    "summary": "Two Choice questions over threat level and category, held in shadow mode after a blind evaluation found Jev merely tied the incumbent model.",
    "summary_zh": "用两个 Choice 判断威胁等级与类别；盲测发现 Jev 只是与原有模型打平，于是一直保持影子运行。",
    "url": "https://github.com/koala73/worldmonitor",
    "kind": "benchmark",
    "patterns": [
      "classification",
      "content-scoring"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 87191,
    "repo_license": "AGPL-3.0",
    "flags": [
      "shadow-mode-only"
    ],
    "notes": "Wired in but deliberately inert: by their own statement nothing Jev returns reaches a label, a cache row or an alert. Ships a golden fixture. A model to copy for how to trial a new model without betting production on it.",
    "notes_zh": "接进去了但故意不生效：按他们自己的说法，Jev 返回的任何东西都不会进入标签、缓存行或告警。带黄金测试集。想在不拿生产环境下注的前提下试新模型，这是值得照抄的做法。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "shared/jev-classify.js",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "no-mistakes-review-context",
    "title": "no-mistakes: review context selection",
    "summary": "One Score per candidate file to pick review context, with a measured outcome: materially more billed input for essentially no wall-clock gain.",
    "summary_zh": "对每个候选文件打一个 Score 来挑选审查上下文；实测结果是：计费输入明显增加，而实际耗时几乎没改善。",
    "url": "https://github.com/kunchenguid/no-mistakes",
    "kind": "benchmark",
    "patterns": [
      "search-ranking"
    ],
    "question_types": [
      "score"
    ],
    "languages": [
      "go"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 8598,
    "repo_license": "MIT",
    "notes": "Their own recommendation was to keep the feature opt-in, off by default, and ship no savings claim. That is what an honest measurement looks like.",
    "notes_zh": "他们自己的建议是：这个功能保持可选、默认关闭、不要宣传省钱。诚实的实测就该长这样。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "internal/jev/jev.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "ahastudio-til-jev-probing",
    "title": "Probing Jev's behaviour with repeated API calls",
    "summary": "Independent Korean-language notes reporting that reversing the order of options shifted a probability enough to flip a 0.9 threshold.",
    "summary_zh": "独立的韩语实测笔记，报告仅仅把选项顺序倒过来，就能让概率移动到足以翻转 0.9 阈值的程度。",
    "url": "https://github.com/ahastudio/til",
    "kind": "benchmark",
    "patterns": [
      "classification",
      "human-escalation"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 190,
    "repo_license": "unknown",
    "flags": [
      "no-license",
      "unverified-claims"
    ],
    "notes": "The most actionable engineering caveat found anywhere: if option order alone can move a probability past your threshold, your threshold is not as stable as it looks. Independent and unreplicated, so treat the magnitude as indicative.",
    "notes_zh": "在所有资料里找到的最具操作价值的工程警示：如果仅仅选项顺序就能把概率推过你的阈值，那你的阈值没有看上去那么稳。这是独立且未被复现的结果，具体幅度请当作指示性数据。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-ultrafast",
    "title": "jev-ultrafast",
    "summary": "A high-speed browser agent from Browser Use: Jev decides the operation and which element to act on, and a small LLM is called only when text must be typed.",
    "summary_zh": "Browser Use 做的高速浏览器 Agent。Jev 每一步只判断「做什么、点哪个元素」，要打字才叫小模型。",
    "url": "https://github.com/browser-use/jev-ultrafast",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "fan-out"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "Browser Use",
      "url": "https://github.com/browser-use"
    },
    "has_code": true,
    "stars": 16758,
    "repo_license": "MIT",
    "published": "2026-09-16",
    "flags": [
      "vendor-reported"
    ],
    "notes": "The textbook speculative fan-out example: one request returns the operation plus speculative targets for several possible operations, and code uses whichever became relevant. Its flight-search timing is the project's own figure.",
    "notes_zh": "教科书级的并行扇出例子：一次请求同时返回操作本身、以及若干可能操作各自的推测性目标，再由代码取用实际相关的那个。航班搜索耗时是项目自报数字。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "jev_ultrafast/model.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "inbox-zero-jev",
    "title": "Inbox Zero: seven email decisions",
    "summary": "Seven distinct email decisions, each with its own separately chosen threshold, falling back to the normal LLM on any error.",
    "summary_zh": "七个互不相同的邮件决策，每个都有自己单独设定的阈值，任何出错都回落到普通 LLM。",
    "url": "https://github.com/elie222/inbox-zero",
    "kind": "project",
    "patterns": [
      "intent-routing",
      "classification",
      "human-escalation"
    ],
    "question_types": [
      "choice",
      "noul"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 12278,
    "repo_license": "NOASSERTION",
    "notes": "The best answer to \"what threshold should I use?\" — there isn't one. Different decisions here sit anywhere from 0.3 to 0.9 depending on what being wrong costs.",
    "notes_zh": "「阈值该设多少」的最佳答案是：没有单一答案。这里不同决策的阈值从 0.3 到 0.9 不等，取决于判错的代价。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "apps/web/utils/decision-model/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "sub2api-moderation",
    "title": "sub2api: Jev as a moderation endpoint",
    "summary": "Drops in as a moderation API by asking many parallel Noul questions in one request, one per hazard category, with an anti-injection prefix on every instruction.",
    "summary_zh": "作为审核 API 的直接替代：一次请求并行问多个 Noul，每个危害类别一个，且每条指令都带反注入前缀。",
    "url": "https://github.com/Wei-Shaw/sub2api",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "fan-out"
    ],
    "question_types": [
      "noul"
    ],
    "languages": [
      "go"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 42345,
    "repo_license": "LGPL-3.0",
    "notes": "The clearest demonstration that fan-out changes what is affordable: a per-category hazard screen becomes one request instead of one per category.",
    "notes_zh": "最清楚地展示了并行扇出如何改变成本结构：逐类别的危害筛查从「每类一次请求」变成「总共一次请求」。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "backend/internal/pkg/typesafe/client.go",
      "matched": [
        "/v1/systemone",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "openviking-reranking",
    "title": "OpenViking: retrieval reranking",
    "summary": "One Noul per candidate document in a single batched request, with the yes-probability used directly as the relevance score.",
    "summary_zh": "单次批量请求里对每个候选文档问一个 Noul，直接把「是」的概率当相关性分数。",
    "url": "https://github.com/volcengine/OpenViking",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "question_types": [
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 38384,
    "repo_license": "AGPL-3.0",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "openviking/models/rerank/jev_rerank.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "deepchat-tool-permission",
    "title": "DeepChat: agent tool-permission review",
    "summary": "Reviews each tool call on three axes — risk level, whether the user authorised it, and an explicit prompt-injection pressure check.",
    "summary_zh": "从三个维度审查每次工具调用：风险等级、用户是否授权、以及一个显式的提示注入压力检查。",
    "url": "https://github.com/ThinkInAIXYZ/deepchat",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "tool-selection"
    ],
    "question_types": [
      "choice",
      "noul"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 6338,
    "repo_license": "Apache-2.0",
    "notes": "Asking specifically about injection pressure, as its own question, is a design worth copying — though see docs/patterns.md on why this is defence in depth rather than a boundary.",
    "notes_zh": "把「提示注入压力」单独作为一个问题来问，这个设计值得照抄 —— 但请参见 docs/patterns.md，理解为什么这属于纵深防御而非安全边界。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/shared/jevProtocol.ts",
      "matched": [
        "jev-1.13",
        "/v1/systemone",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "agentgateway-guardrail",
    "title": "agentgateway: CI-validated LLM guardrail",
    "summary": "Three Score questions on a shared severity scale, blocking the request when two or more cross the line, and failing closed.",
    "summary_zh": "三个共用同一严重度量表的 Score 问题，两项以上越线即拦截请求，并且失败时默认关闭。",
    "url": "https://github.com/agentgateway/agentgateway",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "question_types": [
      "score"
    ],
    "languages": [
      "rust"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 4971,
    "repo_license": "Apache-2.0",
    "notes": "Failing closed is the right default for a gate and is easy to get wrong. Note the contrast with the trading examples in this catalog, which deliberately fail open.",
    "notes_zh": "闸门失败时默认关闭是正确的默认值，也很容易做错。注意与本目录里那些交易类例子的对比 —— 它们刻意选择失败时开放。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "examples/llm-guardrail-jev/guardrail.ts",
      "matched": [
        "jev-latest",
        "choice",
        "score"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jcode-memory-recall",
    "title": "jcode: memory recall without embeddings",
    "summary": "Replaces the whole retrieval stack for memory recall — no embeddings, no BM25, no reranker — with one batched Noul per candidate memory.",
    "summary_zh": "把记忆召回的整套检索栈替换掉 —— 不用 embedding、不用 BM25、不用重排器 —— 改为对每条候选记忆批量问一个 Noul。",
    "url": "https://github.com/1jehuang/jcode",
    "kind": "project",
    "patterns": [
      "search-ranking",
      "context-compaction"
    ],
    "question_types": [
      "noul"
    ],
    "languages": [
      "rust"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 19996,
    "repo_license": "MIT",
    "notes": "The most aggressive substitution found: it removes retrieval infrastructure rather than augmenting it. Whether that trade holds at scale is unmeasured.",
    "notes_zh": "找到的最激进的替换：它是移除检索基础设施，而不是给它做增强。这个取舍在大规模下是否成立，尚无实测。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "crates/jcode-base/src/jev.rs",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "json-render",
    "title": "json-render",
    "summary": "Vercel Labs' generative UI framework. In its Jev experiment the model does not write JSON token by token — it only picks components, props and layout.",
    "summary_zh": "Vercel Labs 的生成式 UI 框架。实验里 Jev 不逐 token 写 JSON，只负责选组件、属性和布局。",
    "url": "https://github.com/vercel-labs/json-render",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "classification"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "vercel-ai-gateway",
      "typesafe-api"
    ],
    "author": {
      "name": "Vercel Labs",
      "url": "https://github.com/vercel-labs"
    },
    "has_code": true,
    "stars": 17994,
    "repo_license": "Apache-2.0",
    "notes": "A genuinely different framing of generative UI: choosing from a component registry instead of generating markup means the output cannot reference a component that does not exist.",
    "notes_zh": "对生成式 UI 的一个真正不同的理解：从组件注册表里做选择、而不是生成标记，意味着输出不可能引用一个不存在的组件。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "apps/web/lib/jev/compose.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "agent-desktop",
    "title": "agent-desktop",
    "summary": "Desktop automation that reads the system accessibility tree and decides which button, menu or field to act on next.",
    "summary_zh": "桌面自动化。读系统无障碍树，判断下一步该点哪个按钮、菜单或输入框。",
    "url": "https://github.com/lahfir/agent-desktop",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "rust"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 1449,
    "repo_license": "Apache-2.0",
    "notes": "Using the accessibility tree rather than screenshots fits the model's text-only input exactly, with no vision step to lose information.",
    "notes_zh": "用无障碍树而不是截图，正好契合模型只接受文本输入的限制，中间不需要一个会丢信息的视觉步骤。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "scripts/jev/act.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "blink-codebase-navigator",
    "title": "Blink",
    "summary": "Uses Jev as a codebase navigator: at each directory level it decides which files are most relevant to the question, then descends.",
    "summary_zh": "把 Jev 当代码库导航器。每走到一层目录，就判断哪些文件和当前问题最相关，再继续往下找。",
    "url": "https://github.com/ellipsis-dev/blink",
    "kind": "project",
    "patterns": [
      "search-ranking",
      "classification"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 56,
    "repo_license": "unknown",
    "flags": [
      "no-license"
    ],
    "notes": "Level-by-level descent is the same beam-search-over-a-hierarchy shape as the official hierarchical classification cookbook, applied to a filesystem.",
    "notes_zh": "逐层下降本质上和官方层级分类 cookbook 里「在层级上做 beam search」是同一个形状，只是这里作用在文件系统上。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/search.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "neo4jev",
    "title": "neo4jev",
    "summary": "Puts Jev inside a knowledge graph traversal: at each node it decides which edge is most worth following.",
    "summary_zh": "把 Jev 塞进知识图谱。每走到一个节点，判断下一条最值得走的边，再一路找下去。",
    "url": "https://github.com/jexp/neo4jev",
    "kind": "project",
    "patterns": [
      "search-ranking",
      "tool-selection"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 83,
    "repo_license": "MIT",
    "notes": "Graph traversal is a natural fit: each hop is a closed choice over the current node's edges, and the whole walk is cheap only if each hop is.",
    "notes_zh": "图遍历天然契合：每一跳都是在当前节点的边集上做封闭选择，而整条路径便宜的前提正是每一跳都便宜。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/neo4jev/navigator.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-curate",
    "title": "jev-curate",
    "summary": "Curates training data: JSONL and Parquet rows are judged on quality, relevance and risk before deciding what reaches downstream training.",
    "summary_zh": "拿 Jev 筛训练数据。JSONL / Parquet 先做质量、相关性和风险判断，再决定哪些进后面的训练。",
    "url": "https://github.com/AkashPriyadarshii/jev-curate",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "feature-extraction"
    ],
    "question_types": [
      "score",
      "noul"
    ],
    "languages": [
      "rust"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 21,
    "repo_license": "MIT",
    "notes": "Dataset curation is a good economic fit: millions of per-row judgements is exactly the volume where a cheap decision call beats an LLM.",
    "notes_zh": "数据集筛选在经济性上很合适：百万量级的逐行判断，正是廉价决策调用胜过 LLM 的那个体量。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/client.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "canny-completion-check",
    "title": "Canny",
    "summary": "Guards against a coding agent claiming it finished: reads tool output, the diff and test results, then judges whether the completion claim holds.",
    "summary_zh": "防 Coding Agent 嘴硬说自己做完了。看工具输出、代码 diff 和测试结果，再判断完成声明靠不靠谱。",
    "url": "https://github.com/qkal/Canny",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "question_types": [
      "noul",
      "score"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 31,
    "repo_license": "MIT",
    "notes": "A pointed use of the pattern: the thing being validated is the agent's own claim about itself, which is exactly where a separate judge earns its keep.",
    "notes_zh": "这个模式用得很到位：被校验的对象是智能体对自己的声明 —— 而这恰恰是独立评判者最有价值的地方。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-drone",
    "title": "jev-drone",
    "summary": "Camera-only simulated drone where Jev makes tactical judgements at a low rate while stabilisation and safety reflexes stay in ordinary fast code.",
    "summary_zh": "拿 Jev 控无人机。底层飞控继续负责稳定和安全，Jev 只做爬升、刹车、穿越障碍这类上层判断。",
    "url": "https://github.com/RomanSlack/jev-drone",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "safety-gating"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 121,
    "repo_license": "MIT",
    "flags": [
      "unverified-claims"
    ],
    "notes": "The layering is the lesson: judgement at a few hertz, control and safety reflexes orders of magnitude faster and entirely in code. Its own numbers come from a single short run, as it says.",
    "notes_zh": "分层才是重点：判断以几赫兹运行，而控制与安全反射快上几个数量级、且完全在代码里。它自报的数字来自一次短程运行，作者本人也这么说明。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "tactics.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "typesafe-mario",
    "title": "typesafe-mario",
    "summary": "Plays Super Mario Bros. from structured emulator RAM rather than screenshots, deciding run, jump and dodge.",
    "summary_zh": "让 Jev 玩《超级马里奥》。不看截图，直接读模拟器 RAM 里的结构化状态，再决定跑、跳、躲。",
    "url": "https://github.com/fhshaik/typesafe-mario",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 340,
    "repo_license": "unknown",
    "flags": [
      "no-license",
      "single-commit",
      "code-untested"
    ],
    "notes": "A good illustration of feeding structured state instead of pixels, given the model is text-only. One commit and no licence, so treat it as a demo to read rather than code to depend on.",
    "notes_zh": "很好地示范了「喂结构化状态而非像素」—— 毕竟模型只接受文本。仅一次提交且无许可证，请当作可读的演示、而非可依赖的代码。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/typesafe_mario/policy.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "onevonejev",
    "title": "OneVOneJev",
    "summary": "A browser 1v1 FPS where every decision tick judges movement, view angle, aim, fire and jump.",
    "summary_zh": "浏览器里的 1v1 FPS。每个决策 tick 都要判断走位、视角、瞄准、开火和跳跃。",
    "url": "https://github.com/emrickgarrett/OneVOneJev",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "fan-out"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 20,
    "repo_license": "unknown",
    "flags": [
      "no-license",
      "code-untested"
    ],
    "notes": "Interesting mainly as a latency stress test: a real-time loop is the harshest setting for any per-decision round trip. No licence file.",
    "notes_zh": "主要价值在于它是个延迟压力测试：实时循环是对「每次决策一个往返」最严苛的场景。无许可证文件。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "server/src/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "killmyidea",
    "title": "killmyidea",
    "summary": "Scores a startup idea across several dimensions and returns a verdict of kill, fix or ship.",
    "summary_zh": "输入一个创业点子，Jev 从多个维度打分，最后给你 KILL、FIX 或 SHIP。",
    "url": "https://github.com/monteduro/killmyidea",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "question_types": [
      "score",
      "choice"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 78,
    "repo_license": "unknown",
    "flags": [
      "no-license"
    ],
    "notes": "A compact composite-scoring example: several atomic scores combined in code into one of three actions, which is the shape the official composite-scoring pattern recommends.",
    "notes_zh": "一个小而完整的复合评分例子：若干原子评分在代码里合成三种动作之一 —— 正是官方 composite-scoring 模式推荐的形状。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/lib/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-trader",
    "title": "jev-trader",
    "summary": "High-frequency market making on a test network, deciding buy or sell from spread and trade direction.",
    "summary_zh": "在 Monad 测试网上做高频做市。Jev 根据价差和成交方向判断下一步买还是卖。",
    "url": "https://github.com/jarrodwatts/jev-trader",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 1911,
    "repo_license": "MIT",
    "flags": [
      "unverified-claims"
    ],
    "notes": "Listed as a latency example, not as a strategy. It runs on a test network. Nothing in this catalog is financial advice, and a probabilistic decision in front of an irreversible trade deserves the scrutiny docs/patterns.md describes under safety-gating.",
    "notes_zh": "收录是作为延迟示例，不是作为策略。它跑在测试网上。本目录不构成任何投资建议；在不可逆交易前放一个概率性决策，应当接受 docs/patterns.md 里 safety-gating 一节所述的审视。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/config.ts",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "prism-liquidity-agent",
    "title": "Prism",
    "summary": "Does not place orders. It judges market conditions such as toxic flow and mean reversion, and hands the assessment to the existing strategy.",
    "summary_zh": "不直接让 Jev 下单。它判断 toxic flow、市场压力、均值回归之类的状态，再交给原来的策略。",
    "url": "https://github.com/irfndi/prism-liquidity-agent",
    "kind": "project",
    "patterns": [
      "classification",
      "feature-extraction"
    ],
    "question_types": [
      "choice",
      "score"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 71,
    "repo_license": "MIT",
    "notes": "The more defensible architecture of the two finance entries: the model characterises state, existing code decides. Not financial advice.",
    "notes_zh": "两个金融类条目中架构更稳妥的一个：模型只负责刻画状态，下单由原有代码决定。不构成投资建议。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "engine/jev-service.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "typesafe-mcp",
    "title": "typesafe-mcp",
    "summary": "The easiest first step once you have a key: registers Jev into Claude Code, Claude Desktop, Codex and Pi with one command.",
    "summary_zh": "最适合刚拿到 API 的人。把 Jev 接进 Claude Code、Claude Desktop、Codex 和 Pi，随时做 Choice / Score / Noul。",
    "url": "https://github.com/itsmostafa/typesafe-mcp",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "go"
    ],
    "platforms": [
      "mcp",
      "claude-code",
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 234,
    "repo_license": "MIT",
    "notes": "Start here if you want to feel the primitives before writing any code.",
    "notes_zh": "如果你想先上手体验这几个原语、再动手写代码，从这里开始。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "cmd/evaluate/main.go",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-mcp-jkudish",
    "title": "jev-mcp",
    "summary": "A ready-made judgement toolbox for agents: fact verification, content screening, semantic ranking, classification and extraction as separate tools.",
    "summary_zh": "现成的 Agent 判断工具箱：事实核验、内容筛查、语义排序、分类和信息提取，各自独立成工具。",
    "url": "https://github.com/jkudish/jev-mcp",
    "kind": "plugin",
    "patterns": [
      "output-validation",
      "search-ranking",
      "classification",
      "safety-gating"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "javascript"
    ],
    "platforms": [
      "mcp",
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 253,
    "repo_license": "MIT",
    "notes": "Splitting one model into task-named tools is good agent ergonomics: the agent picks a verb rather than composing a question.",
    "notes_zh": "把一个模型拆成按任务命名的多个工具，对智能体很友好：它只需选一个动词，而不必自己组装问题。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/provider.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "semdecide",
    "title": "SemDecide",
    "summary": "Jev as a command-line tool: classify, score and filter straight from a shell, for crawlers, CI and data pipelines.",
    "summary_zh": "把 Jev 做成命令行。Shell 里直接分类、打分、过滤，适合接爬虫、CI 和数据流水线。",
    "url": "https://github.com/sharziki/semdecide",
    "kind": "plugin",
    "patterns": [
      "classification",
      "content-scoring"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python",
      "shell"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 31,
    "repo_license": "MIT",
    "notes": "A semantic decision usable from a pipe is a genuinely new shell primitive. Small project; read before wiring into anything that matters.",
    "notes_zh": "能从管道里调用的语义判断，确实是一个新的 shell 原语。项目还小，接入要紧的流程前请先读代码。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/reflex_guard/providers/typesafe.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-codex-router",
    "title": "jev-codex-router",
    "summary": "Judges how hard a coding turn is, then picks the model tier, reasoning depth and speed mode to match.",
    "summary_zh": "先让 Jev 判断这一轮编程任务有多难，再决定模型档位、推理深度和速度模式。",
    "url": "https://github.com/0xNatoshi/jev-codex-router",
    "kind": "plugin",
    "patterns": [
      "model-routing"
    ],
    "question_types": [
      "choice",
      "score"
    ],
    "languages": [
      "javascript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 188,
    "repo_license": "MIT",
    "notes": "Scoring difficulty and mapping to tiers in code, rather than choosing a tier directly, is the more maintainable of the two model-routing shapes.",
    "notes_zh": "先给难度打分、再在代码里映射到档位，而不是直接选档位 —— 这是两种模型路由写法里更好维护的那个。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "server/jev_server.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "winnow",
    "title": "Winnow",
    "summary": "Context garbage collection for Claude Code: when Read, Bash or Grep dump a wall of output, each chunk is judged for relevance to the current task.",
    "summary_zh": "给 Claude Code 做上下文垃圾回收。Read / Bash / Grep 吐一大堆时，Jev 先判断哪些真和当前任务有关。",
    "url": "https://github.com/GhalebDweikat/winnow",
    "kind": "plugin",
    "patterns": [
      "context-compaction"
    ],
    "question_types": [
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "claude-code",
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 59,
    "repo_license": "MIT",
    "notes": "Uses dual keep/drop thresholds with a recall command to pull back full text, which is the right safety valve for a lossy filter.",
    "notes_zh": "采用「保留/丢弃」双阈值，并提供一个召回命令取回全文 —— 这是有损过滤该有的安全阀。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "sidecar/src/winnow/judge.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-pruner",
    "title": "jev-pruner",
    "summary": "Trims long shell output before the model sees it, asking one Noul per chunk.",
    "summary_zh": "在模型看到之前先修剪冗长的 shell 输出，每个片段问一个 Noul。",
    "url": "https://github.com/tamaratran/jev-pruner",
    "kind": "plugin",
    "patterns": [
      "context-compaction"
    ],
    "question_types": [
      "noul"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "claude-code",
      "typesafe-api"
    ],
    "author": {
      "name": "tamaratran",
      "url": "https://github.com/tamaratran"
    },
    "has_code": true,
    "stars": 137,
    "repo_license": "MIT",
    "notes": "Same author as fast-jev-compaction, narrower scope. Useful if you only want Bash output trimmed and not the whole transcript touched.",
    "notes_zh": "与 fast-jev-compaction 同一作者，范围更窄。如果你只想修剪 Bash 输出、不想动整段对话记录，这个更合适。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-review-devagrawal",
    "title": "jev-review",
    "summary": "Pre-screens code review with Jev to surface high-risk changes for a more expensive model or a person, with a local dashboard.",
    "summary_zh": "代码审查前先过一遍 Jev，把高风险改动挑出来，再交给更贵的大模型或人。带本地看板。",
    "url": "https://github.com/devagrawal09/jev-review",
    "kind": "project",
    "patterns": [
      "model-routing",
      "human-escalation",
      "content-scoring"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 510,
    "repo_license": "MIT",
    "notes": "Documents a multi-stage pipeline worth reading, but commits stopped a day after creation, so treat it as a design reference rather than a maintained tool.",
    "notes_zh": "它记录的多阶段流水线值得一读，但提交在创建次日就停了 —— 请当作设计参考，而不是仍在维护的工具。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/review/codebase-judgments.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "claude-code-templates-jev",
    "title": "claude-code-templates: three Jev plugins",
    "summary": "Three independently installable Claude Code plugins — guardrails, model router and skill suggestion — each with its own hooks and tests.",
    "summary_zh": "三个可独立安装的 Claude Code 插件 —— 护栏、模型路由、技能推荐 —— 各自带 hook 和测试。",
    "url": "https://github.com/davila7/claude-code-templates",
    "kind": "plugin",
    "patterns": [
      "safety-gating",
      "model-routing",
      "tool-selection"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python",
      "typescript"
    ],
    "platforms": [
      "claude-code",
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 30899,
    "repo_license": "MIT",
    "notes": "Its skill-suggestion plugin implements the official cookbook of the same name, including withholding the skill listing from the main model so the choice is actually made by Jev.",
    "notes_zh": "它的技能推荐插件实现了同名官方 cookbook，包括「不把技能清单给主模型看」这一步，从而让选择真正由 Jev 做出。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "scripts/jev-spike.mjs",
      "matched": [
        "api.typesafe.ai",
        "@typesafe-ai/sdk",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "hermes-jev-skills",
    "title": "hermes-jev-skills",
    "summary": "Nine agent skills plus a CLI covering model routing, memory filtering, turn retention, one-of-many skill selection and next-action choice.",
    "summary_zh": "九个 agent 技能加一个 CLI，覆盖模型路由、记忆过滤、对话轮保留、多选一技能选择和下一步动作决策。",
    "url": "https://github.com/kerpopule/hermes-jev-skills",
    "kind": "plugin",
    "patterns": [
      "model-routing",
      "context-compaction",
      "tool-selection"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 408,
    "repo_license": "MIT",
    "notes": "Notable for publishing a use it dropped: Jev-summarised handoffs had worse recall than raw transcripts.",
    "notes_zh": "值得一提的是它公开了一个被放弃的用法：用 Jev 做交接摘要的召回率，反而不如原始对话记录。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "jevkit/client.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "airflow-llm-branch-operator",
    "title": "Airflow LLMBranchOperator with Jev",
    "summary": "Turns downstream task ids into a choice option set, with a minimum-confidence gate that routes uncertain runs to a human.",
    "summary_zh": "把下游任务 id 变成 choice 的选项集，并用最小置信度闸门把不确定的运行转给人处理。",
    "url": "https://airflow.apache.org/docs/apache-airflow-providers-common-ai/stable/index.html",
    "kind": "integration",
    "patterns": [
      "intent-routing",
      "human-escalation"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "airflow",
      "pydantic-ai"
    ],
    "repo": "https://github.com/apache/airflow",
    "has_code": true,
    "stars": 46934,
    "repo_license": "Apache-2.0",
    "notes": "Branching a data pipeline on a calibrated decision is a natural fit, and the docs sensibly recommend pinning a version rather than tracking the alias.",
    "notes_zh": "用校准过的决策给数据流水线做分支很契合，而且文档明智地建议锁定版本号、而不是跟着别名走。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence_none": "docs-page"
  },
  {
    "slug": "effect-ai-typesafe",
    "title": "@effect/ai-typesafe",
    "summary": "Implements Effect's DecisionModel interface over Jev, with an unusually candid caveat about unverified rounding behaviour.",
    "summary_zh": "在 Jev 之上实现 Effect 的 DecisionModel 接口，并罕见地坦白说明取整行为尚未核实。",
    "url": "https://github.com/Effect-TS/effect",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "effect",
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 16167,
    "repo_license": "MIT",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "packages/ai/typesafe/src/TypeSafeDecisionModel.ts",
      "matched": [
        "jev-latest",
        "jev-1.13",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "ruby-llm-typesafe",
    "title": "ruby_llm: TypeSafe provider",
    "summary": "A Ruby provider with a dedicated System One protocol, the main route into Jev from Ruby.",
    "summary_zh": "带专门 System One 协议的 Ruby provider，是 Ruby 侧接入 Jev 的主要路径。",
    "url": "https://github.com/crmne/ruby_llm",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "ruby"
    ],
    "platforms": [
      "ruby-llm",
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 4396,
    "repo_license": "MIT",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "lib/ruby_llm/providers/typesafe.rb",
      "matched": [
        "api.typesafe.ai",
        "system_one"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "rig-typesafeai",
    "title": "rig-typesafeai",
    "summary": "A Rust integration with compile-time-checked option counts, so an over-255 Choice fails to build rather than at runtime.",
    "summary_zh": "Rust 集成，选项数量在编译期检查 —— 超过 255 个选项的 Choice 会编译失败，而不是运行时才报错。",
    "url": "https://github.com/0xPlaygrounds/rig",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "rust"
    ],
    "platforms": [
      "rig",
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 8693,
    "repo_license": "MIT",
    "notes": "Moving the 255-option limit into the type system is the nicest ergonomic touch found in any integration. Note it reads a different environment variable name than the others — see docs/compatibility.md.",
    "notes_zh": "把 255 选项上限搬进类型系统，是所有集成里最漂亮的一处人机工程设计。注意它读的环境变量名和其他集成不同 —— 见 docs/compatibility.md。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "crates/rig-typesafeai/src/wire.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "langchainjs-typesafe",
    "title": "@langchain/typesafe",
    "summary": "The JavaScript counterpart of the LangChain integration, with the same classifier and middleware shapes.",
    "summary_zh": "LangChain 集成的 JavaScript 对应版本，分类器与 middleware 形状一致。",
    "url": "https://github.com/langchain-ai/langchainjs",
    "kind": "integration",
    "patterns": [
      "model-routing",
      "safety-gating"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "langchain"
    ],
    "package": {
      "registry": "npm",
      "name": "@langchain/typesafe",
      "url": "https://www.npmjs.com/package/@langchain/typesafe"
    },
    "has_code": true,
    "stars": 18214,
    "repo_license": "MIT",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "libs/providers/langchain-typesafe/src/types.ts",
      "matched": [
        "/v1/systemone",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "kiln-jev-adapter",
    "title": "Kiln: Jev adapter",
    "summary": "A JSON-Schema-to-question compiler wired into the adapter registry, with an honest note on what it cannot serve.",
    "summary_zh": "一个接进 adapter registry 的「JSON Schema 转问题」编译器，并诚实说明了它无法支持的场景。",
    "url": "https://github.com/Kiln-AI/Kiln",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "kiln",
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 5078,
    "repo_license": "NOASSERTION",
    "notes": "Documents a real boundary: it cannot back judges that need token log-probabilities, because the model does not expose them.",
    "notes_zh": "它记录了一个真实边界：需要 token 对数概率的评判器它支持不了，因为模型不暴露这些。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "libs/core/kiln_ai/adapters/jev/jev_client.py",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "opencode-zen-jev",
    "title": "OpenCode Zen: Jev resale",
    "summary": "A coding agent whose hosted gateway resells Jev, including a free tier model id.",
    "summary_zh": "一个编程智能体，其托管网关转售 Jev，还提供一个免费档位的模型 id。",
    "url": "https://github.com/anomalyco/opencode",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "opencode-zen"
    ],
    "has_code": true,
    "stars": 209234,
    "repo_license": "MIT",
    "notes": "Worth knowing about because it is one of the few routes with a free model id, useful while early access is gated.",
    "notes_zh": "值得知道，因为它是少数提供免费模型 id 的路径之一 —— 在早期访问仍需排队时很有用。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "ai-cookbook-jev-track",
    "title": "ai-cookbook: Jev track",
    "summary": "A graded course from a first call through each primitive, state shapes and criteria, to ticket triage and a multi-step workflow, mirroring all four official patterns.",
    "summary_zh": "一套循序渐进的课程：从第一次调用、逐个原语、state 形状与 criteria，一直到工单分拣和多步工作流，并对应了全部四个官方模式。",
    "url": "https://github.com/daveebbelaar/ai-cookbook",
    "kind": "tutorial",
    "patterns": [
      "fan-out",
      "support-triage",
      "intent-routing",
      "content-scoring"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 4559,
    "repo_license": "MIT",
    "notes": "The best structured tutorial found. It states plainly that typed output does not guarantee a correct decision, lists the documented weaknesses, and qualifies its own cost illustration rather than selling it.",
    "notes_zh": "找到的最好的结构化教程。它明确指出类型化输出不保证决策正确、列出了官方记录的弱项，并且对自己给出的成本示例做了限定而不是拿来营销。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "models/jev/06-criteria.py",
      "matched": [
        "typesafe_sdk",
        "jev-1.13",
        "noul",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "nanojev",
    "title": "NanoJev",
    "summary": "A self-described nano replica of Jev, for reading rather than for production.",
    "summary_zh": "自称 Jev 的「nano 复刻版」，用途是拿来读，不是拿来上生产。",
    "url": "https://github.com/TianyuCodings/NanoJev",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "self-hosted"
    ],
    "has_code": true,
    "stars": 1887,
    "repo_license": "MIT",
    "flags": [
      "not-jev"
    ],
    "notes": "Not Jev, but it does call the real model as an evaluation baseline. Its own compatibility audit is candid about where it diverges, including using the AI-SDK `boolean` spelling rather than `noul`.",
    "notes_zh": "不是 Jev，但它确实调用真实模型作为评测基线。它自己的兼容性审计很坦白地说明了分歧之处，包括采用 AI-SDK 的 `boolean` 拼法而非 `noul`。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "semif",
    "title": "SemIf",
    "summary": "An independent semantic-if implementation that states up front it is unaffiliated with Jev or TypeSafe.",
    "summary_zh": "一个独立的「语义 if」实现，开门见山声明与 Jev 和 TypeSafe 无隶属关系。",
    "url": "https://github.com/TheoLeeCJ/SemIf",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "self-hosted"
    ],
    "has_code": true,
    "stars": 3427,
    "repo_license": "MIT",
    "flags": [
      "not-jev"
    ],
    "notes": "Not Jev. Listed because its naming makes it easy to mistake for an integration.",
    "notes_zh": "不是 Jev。收录是因为它的命名很容易被误认为是某种集成。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "awesome-jev-yibie",
    "title": "awesome-jev (yibie)",
    "summary": "Currently the most-starred sibling directory in this space.",
    "summary_zh": "目前这个领域里 star 数最高的同类目录。",
    "url": "https://github.com/yibie/awesome-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "github"
    ],
    "has_code": false,
    "stars": 1094,
    "repo_license": "unknown",
    "flags": [
      "no-license"
    ],
    "notes": "Listed for completeness. There are dozens of directories in this space; this catalog competes on verification rather than on coverage.",
    "notes_zh": "为完整性而收录。这个领域有数十个同类目录；本目录竞争的是核实严谨度，不是收录数量。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pg-jev",
    "title": "pg-jev",
    "summary": "A real PostgreSQL extension exposing the primitives as SQL functions, so a semantic decision can appear in a WHERE clause over any row type.",
    "summary_zh": "一个真正的 PostgreSQL 扩展，把三个原语暴露成 SQL 函数 —— 语义判断可以直接写进任意行类型的 WHERE 子句。",
    "url": "https://github.com/realZachi/pg-jev",
    "kind": "project",
    "patterns": [
      "classification",
      "content-scoring",
      "search-ranking"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python",
      "shell"
    ],
    "platforms": [
      "postgresql",
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 291,
    "repo_license": "NOASSERTION",
    "notes": "The most surprising integration found. Putting a calibrated decision behind a SQL function changes where this kind of judgement can live at all — though it also means a query can now cost money and block on a network call.",
    "notes_zh": "找到的最出人意料的集成。把校准决策放进 SQL 函数，改变了这类判断能存在的位置 —— 但也意味着一条查询从此会花钱、并且会阻塞在网络调用上。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "sql/jev--0.2.0.sql",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "w3cj-jev-chat",
    "title": "jev-chat: a tool-calling chatbot with no LLM",
    "summary": "A chat bot that does tool calling with no language model anywhere: one request asks the request kind, the tool, and every tool's arguments at once.",
    "summary_zh": "一个完全不含语言模型的 tool calling 聊天机器人：一次请求同时问清请求类型、该调哪个工具、以及每个工具的参数。",
    "url": "https://github.com/w3cj/jev-chat",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "fan-out",
      "intent-routing"
    ],
    "question_types": [
      "choice",
      "noul"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 86,
    "repo_license": "MIT",
    "notes": "The purest demonstration in this catalog: verified to contain no LLM at all. Read it to see exactly how far closed-set decisions alone can carry an agent loop, and where they stop.",
    "notes_zh": "本目录里最纯粹的演示：已核实完全不含 LLM。想知道「只靠封闭集决策」能把智能体循环推进到哪一步、又在哪里必须停下，读它。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "apps/server/src/jev/client.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "perch-semantic-linting",
    "title": "perch: semantic code linting",
    "summary": "Tree-sitter finds and ranks methods, then user-authored YAML rules compile into nouls, with severity read as the rubric's expected value rather than the top band.",
    "summary_zh": "先用 tree-sitter 找出并排序方法，再把用户自写的 YAML 规则编译成 noul；严重度取评分量表的期望值，而不是概率最高的那一档。",
    "url": "https://github.com/lakeday-org/perch",
    "kind": "project",
    "patterns": [
      "output-validation",
      "content-scoring",
      "classification"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "javascript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 168,
    "repo_license": "MIT",
    "notes": "The most careful probability handling found. Taking the expected value across a score's levels, instead of the argmax band, is the statistically right reading of what a score actually returns.",
    "notes_zh": "找到的概率处理最讲究的一个。在 score 的各级上取期望值、而不是取概率最高的那一档，才是对「score 究竟返回了什么」的正确统计读法。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/cli.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jevpilot",
    "title": "jevpilot",
    "summary": "A driving simulator autopilot asking two choices per tick, which short-circuits single-option questions locally instead of paying to send them.",
    "summary_zh": "驾驶模拟器的自动驾驶，每个 tick 问两个 choice；只剩单一选项的问题直接在本地短路，不花钱发出去。",
    "url": "https://github.com/standardagents/jevpilot",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "javascript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 162,
    "repo_license": "unknown",
    "flags": [
      "no-license"
    ],
    "notes": "Two optimisations worth stealing: never send a question whose answer is forced, and factor the state table losslessly to cut tokens. No licence file.",
    "notes_zh": "两个值得偷的优化：答案已被唯一确定的问题就不要发出去；以及对状态表做无损重构以减少 token。无许可证文件。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "server/jev.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-voice-browser",
    "title": "jev-voice-browser",
    "summary": "Voice-driven browser control where target criteria are rebuilt per request from the live element list, always including a none option.",
    "summary_zh": "语音驱动的浏览器控制：目标选项每次请求都按当前实时元素列表重建，并且总是包含一个 none 选项。",
    "url": "https://github.com/moritzkremb/jev-voice-browser",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "intent-routing"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "javascript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 222,
    "repo_license": "MIT",
    "notes": "Pins a specific model version rather than tracking the alias, which is the right call once you have tuned thresholds. Also asks a separate noul for whether a command is destructive.",
    "notes_zh": "它锁定具体模型版本而不是跟随别名 —— 一旦你调好了阈值，这就是正确做法。它还单独用一个 noul 判断命令是否具破坏性。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/jev.js",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-search-superagents",
    "title": "jev-search",
    "summary": "Jev-driven web search: chooses the recency window and the best query rewrite, then reranks results in batches with one noul each.",
    "summary_zh": "Jev 驱动的网页搜索：先选时间窗口和最佳查询改写，再分批对结果逐条用 noul 重排。",
    "url": "https://github.com/superagents-lab/jev-search",
    "kind": "project",
    "patterns": [
      "search-ranking",
      "intent-routing"
    ],
    "question_types": [
      "choice",
      "noul"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api",
      "vercel-ai-gateway"
    ],
    "has_code": true,
    "stars": 390,
    "repo_license": "MIT",
    "notes": "Shows the whole retrieval chain as decisions: which engines to query, how to rewrite the query, and which results survive.",
    "notes_zh": "把整条检索链都变成决策：查哪些引擎、如何改写查询、哪些结果留下。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "src/lib/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-cu",
    "title": "Jev-cu",
    "summary": "A computer-use agent that asks which accessibility-tree element to act on, plus a separate noul for whether the action needs explicit user confirmation.",
    "summary_zh": "一个 computer-use 智能体：判断该对无障碍树里哪个元素操作，并单独用一个 noul 判断这个动作是否需要用户显式确认。",
    "url": "https://github.com/Sac-Y/Jev-cu",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "safety-gating"
    ],
    "question_types": [
      "choice",
      "noul"
    ],
    "languages": [
      "javascript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 557,
    "repo_license": "MIT",
    "notes": "Its risk noul enumerates the cases that need a human — delete, send, pay, permissions, credentials — and a local policy gate enforces the threshold. Sends text only, never screenshots. No licence file.",
    "notes_zh": "它的风险 noul 明确列举了需要人介入的情形 —— 删除、发送、付款、权限、凭据 —— 并由本地策略闸门执行阈值。只发文本，从不发截图。无许可证文件。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "scripts/jev-decide.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "hyperedit",
    "title": "hyperedit",
    "summary": "An AI video editor routing an editing instruction to an operation, a target clip and a track, with a keyword router as fallback.",
    "summary_zh": "一个 AI 视频编辑器：把编辑指令路由到具体操作、目标片段和轨道，并以关键词路由作为兜底。",
    "url": "https://github.com/kevinbadi/hyperedit",
    "kind": "project",
    "patterns": [
      "intent-routing",
      "tool-selection"
    ],
    "question_types": [
      "choice",
      "noul"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 179,
    "repo_license": "unknown",
    "flags": [
      "no-license"
    ],
    "notes": "Keeping a deterministic keyword router as the fallback path is a sensible pattern: the model improves the common case without becoming a hard dependency. No licence file.",
    "notes_zh": "保留一条确定性的关键词路由作为兜底是个合理模式：模型改善常见情形，但不成为硬依赖。无许可证文件。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "scripts/jev.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-chat-jarvis",
    "title": "jev-chat-jarvis",
    "summary": "An Android reply co-pilot that judges intent, timing and risk from on-screen text, while separate models handle OCR and drafting.",
    "summary_zh": "一个 Android 回复副驾：从屏幕文本判断意图、时机和风险，OCR 与文案起草交给另外的模型。",
    "url": "https://github.com/jev-chat/jev-chat-jarvis",
    "kind": "project",
    "patterns": [
      "intent-routing",
      "content-scoring",
      "search-ranking"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "java"
    ],
    "platforms": [
      "openrouter",
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 1950,
    "repo_license": "MIT",
    "notes": "A clean split of labour on a phone: Jev judges and ranks, other models read the screen and write the words. Reads on-screen message content, so consider the privacy implications before running it.",
    "notes_zh": "手机端的一个清晰分工：Jev 负责判断与排序，其他模型负责读屏和写字。它会读取屏幕上的消息内容，运行前请先考虑隐私影响。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "app/src/main/java/com/jev/probe/jev/JevQuestions.kt",
      "matched": [
        "noul",
        "choice",
        "score"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "jev-skill-wuyoscar",
    "title": "jev-skill",
    "summary": "An agent skill plus CLI that validates all three primitives, requires explicit consent before a billed call, and forbids inventing output when simulating.",
    "summary_zh": "一个 agent 技能加 CLI：校验三种原语、在产生计费调用前要求明确同意、并禁止在模拟时编造输出。",
    "url": "https://github.com/wuyoscar/jev-skill",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "claude-code",
      "openrouter",
      "typesafe-api"
    ],
    "has_code": true,
    "stars": 395,
    "repo_license": "MIT",
    "notes": "Its skill files are unusually disciplined for this space: consent before spending, an explicit marker when no call was made, and the line that selection is not permission.",
    "notes_zh": "它的技能文件在这个领域里格外自律：花钱前先征得同意、未实际调用时打出明确标记，以及那句「被选中不等于被授权」。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "skills/jev/scripts/jev.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "noul",
        "choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "simple-jev",
    "title": "simple-jev",
    "summary": "Turns any open-weights model into a Jev-shaped endpoint by reading next-token logits, with the server constructing the JSON rather than the model generating it.",
    "summary_zh": "通过读取 next-token logits，把任意开源权重模型变成 Jev 形状的端点 —— JSON 由服务端组装，而不是模型生成。",
    "url": "https://github.com/featherless-ai/simple-jev",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "self-hosted"
    ],
    "has_code": true,
    "stars": 462,
    "repo_license": "Apache-2.0",
    "flags": [
      "not-jev"
    ],
    "notes": "Not Jev. Worth reading anyway: it makes concrete what constrained decoding over a fixed option set actually is, which is the mechanism the whole category rests on.",
    "notes_zh": "不是 Jev。但仍值得一读：它把「在固定选项集上做受约束解码」讲得很具体 —— 而这正是整个类别赖以成立的机制。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "GitHub code search",
        "url": "https://github.com/search"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "example-three-primitives",
    "title": "Example: three primitives in one request",
    "summary": "A minimal first call asking a choice, a score and a noul together, annotated with the asymmetries that catch people out.",
    "summary_zh": "最小化的第一次调用：同时问一个 choice、一个 score 和一个 noul，并标注了容易踩的那几处不对称。",
    "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/examples/01-three-primitives/main.py",
    "kind": "snippet",
    "patterns": [
      "support-triage",
      "fan-out"
    ],
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "flags": [
      "code-untested"
    ],
    "notes": "Written from the official API reference and checked field by field against it, but not executed against the live API.",
    "notes_zh": "按官方 API 参考编写并逐字段对照核实，但未针对线上 API 实际执行过。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "this repository",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "examples/01-three-primitives/main.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "Choice",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "example-confidence-gate",
    "title": "Example: confidence-gated escalation",
    "summary": "Routing with an act-or-escalate gate, where the policy function is deliberately left unimplemented because the thresholds are yours to choose.",
    "summary_zh": "带「自动执行或转人工」闸门的路由；策略函数刻意留空 —— 阈值该定在哪，是你的决定。",
    "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/examples/02-confidence-gate/main.py",
    "kind": "snippet",
    "patterns": [
      "human-escalation",
      "intent-routing"
    ],
    "question_types": [
      "choice"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "flags": [
      "code-untested"
    ],
    "notes": "The docstring lays out the trade-offs: one cutoff or two, whether it varies by queue, and when the runner-up probability matters more than confidence.",
    "notes_zh": "文档字符串里列出了取舍：一个阈值还是两个、是否按队列区分、以及什么时候「第二名的概率」比置信度更重要。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "this repository",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "examples/02-confidence-gate/main.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "Choice"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "example-fan-out",
    "title": "Example: speculative fan-out",
    "summary": "Asks for an operation plus a target for each operation it might have picked, so a browser step never needs a second round trip.",
    "summary_zh": "一次问清操作本身、以及每个可能操作各自的目标 —— 于是浏览器的一步永远不需要第二次往返。",
    "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/examples/03-fan-out/main.py",
    "kind": "snippet",
    "patterns": [
      "fan-out",
      "tool-selection"
    ],
    "question_types": [
      "choice",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "flags": [
      "code-untested"
    ],
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "this repository",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "notes": "Written from the official API reference, not executed against the live API. Note the budget: speculative questions are cheap but share the 64k-per-request context with everything else.",
    "notes_zh": "按官方 API 参考编写，未针对线上 API 实际执行。注意预算：推测性问题很便宜，但它们和其他内容共享每次请求 64k 的上下文。",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "examples/03-fan-out/main.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "Choice",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "example-tool-selection",
    "title": "Example: tool selection with a none option",
    "summary": "Pairs a choice over tools with a separate noul on whether a tool is needed at all, because those are different questions.",
    "summary_zh": "把「选哪个工具」的 choice 和「到底需不需要工具」的 noul 配对使用 —— 因为这是两个不同的问题。",
    "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/examples/04-tool-selection/main.py",
    "kind": "snippet",
    "patterns": [
      "tool-selection"
    ],
    "question_types": [
      "choice",
      "noul"
    ],
    "languages": [
      "python"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "has_code": true,
    "flags": [
      "code-untested"
    ],
    "notes": "A closed set with no escape hatch cannot decline, so it returns the least wrong tool instead. The none option is the fix.",
    "notes_zh": "没有退出选项的封闭集无法「拒绝」，只会返回最不离谱的那个工具。加一个 none 选项就是解法。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "this repository",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200,
    "evidence": {
      "path": "examples/04-tool-selection/main.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "Choice",
        "Noul"
      ],
      "read_on": "2026-09-22"
    }
  },
  {
    "slug": "typesafe-computer-use",
    "title": "typesafe-computer-use",
    "summary": "Computer use on macOS: OCR the screen, classify the next action, click. Costs a fraction of a cent per step.",
    "summary_zh": "macOS 上的 computer use：OCR 屏幕、分类下一步动作、点击。每步成本不到一分钱的零头。",
    "url": "https://github.com/awlevin/typesafe-computer-use",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "awlevin",
      "url": "https://github.com/awlevin"
    },
    "has_code": true,
    "stars": 775,
    "repo_license": "MIT",
    "evidence": {
      "path": "typesafe_computer_use/decide.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "foreman",
    "title": "foreman",
    "summary": "A software-factory foreman that uses Jev to decide what an agent pipeline should do next.",
    "summary_zh": "一个「软件工厂工头」，用 Jev 决定智能体流水线下一步该做什么。",
    "url": "https://github.com/thruwire/foreman",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "intent-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "thruwire",
      "url": "https://github.com/thruwire"
    },
    "has_code": true,
    "stars": 482,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/foreman/foreman/jev.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "mobile-jev",
    "title": "mobile-jev",
    "summary": "Mobile computer use: Jev picks the next on-screen action on a phone.",
    "summary_zh": "移动端 computer use：由 Jev 决定手机屏幕上的下一个动作。",
    "url": "https://github.com/droidrun/mobile-jev",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "droidrun",
      "url": "https://github.com/droidrun"
    },
    "has_code": true,
    "stars": 336,
    "repo_license": "MIT",
    "evidence": {
      "path": "apps/jev-studio/app/components/use-studio.ts",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-browser",
    "title": "jev-browser",
    "summary": "Browser automation where Jev chooses the next action.",
    "summary_zh": "浏览器自动化，下一步动作由 Jev 选择。",
    "url": "https://github.com/jkudish/jev-browser",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jkudish",
      "url": "https://github.com/jkudish"
    },
    "has_code": true,
    "stars": 235,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/provider.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-browser-use",
    "title": "jev-browser-use",
    "summary": "Splits the loop: Jev clicks, a reasoning model thinks and verifies.",
    "summary_zh": "把循环拆开：Jev 负责点击，推理模型负责思考与验证。",
    "url": "https://github.com/wy-coliney/jev-browser-use",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "wy-coliney",
      "url": "https://github.com/wy-coliney"
    },
    "has_code": true,
    "stars": 341,
    "repo_license": "MIT",
    "evidence": {
      "path": "skills/jev-browser-use/bridge.mjs",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-jev",
    "title": "pi-jev",
    "summary": "A decision layer for a coding agent: a measured tool-call gate plus a typed ask for calibrated answers.",
    "summary_zh": "给编程智能体做的决策层：一个可度量的工具调用闸门，外加一个返回校准答案的类型化提问。",
    "url": "https://github.com/y0usaf/pi-jev",
    "kind": "plugin",
    "patterns": [
      "safety-gating",
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "y0usaf",
      "url": "https://github.com/y0usaf"
    },
    "has_code": true,
    "stars": 135,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/client.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-use",
    "title": "jev-use",
    "summary": "An agent plugin that hands steps needing no text output to Jev instead of the main model.",
    "summary_zh": "一个智能体插件：把不需要文本输出的步骤交给 Jev，而不是主模型。",
    "url": "https://github.com/shitianfang/jev-use",
    "kind": "plugin",
    "patterns": [
      "tool-selection",
      "model-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shitianfang",
      "url": "https://github.com/shitianfang"
    },
    "has_code": true,
    "stars": 15,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/backends/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    "title": "jevrouter",
    "summary": "A router for models, tools and subagents.",
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    "summary_zh": "Fish 风格的 zsh 历史自动建议，由 Jev 排序而不是按时间。",
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    "summary_zh": "按语义路由 HTTP 请求 —— 给 Web 框架做的语义路由器。",
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    "title": "jev (Elixir/OTP)",
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    "summary": "An Elixir port of the official SDK.",
    "summary_zh": "官方 SDK 的 Elixir 移植。",
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    ],
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    "summary": "A structured-output provider for a Ruby LLM library.",
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    "summary_zh": "一个 Chrome 扩展，逐个询问 DOM 元素是不是广告。",
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    "summary": "A browser extension that removes page clutter, with reusable template rules.",
    "summary_zh": "一个浏览器扩展，用可复用的模板规则清除页面杂物。",
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    "title": "jev-commit",
    "summary": "A pre-commit hook: one call judges whether the commit message matches the diff.",
    "summary_zh": "一个 pre-commit 钩子：一次调用判断提交信息与 diff 是否相符。",
    "url": "https://github.com/valentynkit/jev-commit",
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    "title": "jev-skip",
    "summary": "Skips video sponsor segments by reading the captions and deciding at watch time.",
    "summary_zh": "读字幕、在观看时判断，从而跳过视频里的赞助段落。",
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    "title": "jevcal",
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    "summary_zh": "对着一个 LLM 教师模型做校准、定阈值和漂移检查 —— 而不是靠猜。",
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    "languages": [
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    ],
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    "notes_zh": "正面回答了本目录反复标出的那个问题：阈值该定在哪。建议与 confidence-gated routing 模式对照阅读。",
    "checked": "2026-09-22",
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    "title": "jev-align",
    "summary": "Builds calibrated decision functions from human feedback.",
    "summary_zh": "从人类反馈出发，构建经过校准的决策函数。",
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    "title": "jev-rerank-bench",
    "summary": "An independent head-to-head against dedicated rerankers across fourteen datasets.",
    "summary_zh": "与专用重排模型在 14 个数据集上的独立横评。",
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    "patterns": [
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    "platforms": [
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      "url": "https://github.com/anessbelbati"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "rerankers/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "notes": "An independent measurement rather than a vendor figure, and a direct comparison against purpose-built rerankers — the comparison that matters for the search-ranking pattern.",
    "notes_zh": "这是独立实测而非厂商数字，而且直接对比了专门做重排的模型 —— 这正是 search-ranking 模式该看的对比。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-ai-benchmark",
    "title": "typesafe-ai-benchmark",
    "summary": "A gateway that mimics the structured-output shape, used to benchmark against it.",
    "summary_zh": "一个模仿其结构化输出形状的网关，用于与之对比测试。",
    "url": "https://github.com/iammrduncan/typesafe-ai-benchmark",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "iammrduncan",
      "url": "https://github.com/iammrduncan"
    },
    "has_code": true,
    "stars": 37,
    "repo_license": "MIT",
    "evidence": {
      "path": "packages/demos/lib/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevmeter",
    "title": "jevmeter",
    "summary": "Scores every sentence of a video and renders the result as a live meter.",
    "summary_zh": "给视频里的每一句话打分，并把结果渲染成一个实时仪表。",
    "url": "https://github.com/ChetasLua/jevmeter",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "chetaslua",
      "url": "https://github.com/chetaslua"
    },
    "has_code": true,
    "stars": 81,
    "repo_license": "MIT",
    "evidence": {
      "path": "jevmeter/score.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "advocaat",
    "title": "advocaat",
    "summary": "A small typed client for asking questions about your own data.",
    "summary_zh": "一个小巧的类型化客户端，用来对你自己的数据提问。",
    "url": "https://github.com/pithings/advocaat",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "pithings",
      "url": "https://github.com/pithings"
    },
    "has_code": true,
    "stars": 89,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/api.ts",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-mcp",
    "title": "jev-mcp",
    "summary": "An MCP server exposing classify, score, check, match and screen to any agent.",
    "summary_zh": "一个 MCP server，把分类、打分、检查、匹配、筛选暴露给任意智能体。",
    "url": "https://github.com/blakestone-x/jev-mcp",
    "kind": "plugin",
    "patterns": [
      "classification",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "blakestone-x",
      "url": "https://github.com/blakestone-x"
    },
    "has_code": true,
    "stars": 18,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_mcp/client.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-social",
    "title": "jev-social",
    "summary": "Social-platform research with typed routing and browser evidence.",
    "summary_zh": "社交平台调研，带类型化路由和浏览器取证。",
    "url": "https://github.com/socai-io/jev-social",
    "kind": "project",
    "patterns": [
      "intent-routing",
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "socai-io",
      "url": "https://github.com/socai-io"
    },
    "has_code": true,
    "stars": 46,
    "repo_license": "MIT",
    "evidence": {
      "path": "bin/jev-social.js",
      "matched": [
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "tsai-sc",
    "title": "tsai-sc",
    "summary": "Drives a 1990s real-time strategy game through keyboard and mouse, recording the action probabilities.",
    "summary_zh": "通过键鼠操作一款 90 年代即时战略游戏，并记录每次动作的概率。",
    "url": "https://github.com/phyous/tsai-sc",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "phyous",
      "url": "https://github.com/phyous"
    },
    "has_code": true,
    "stars": 22,
    "repo_license": "MIT",
    "evidence": {
      "path": "tsai_sc/typesafe.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-eval-agent",
    "title": "jev-eval-agent",
    "summary": "An agent that routes evaluation work through typed decisions.",
    "summary_zh": "一个把评测工作通过类型化决策来路由的智能体。",
    "url": "https://github.com/vinilana/jev-eval-agent",
    "kind": "project",
    "patterns": [
      "model-routing",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "vinilana",
      "url": "https://github.com/vinilana"
    },
    "has_code": true,
    "stars": 103,
    "repo_license": "unknown",
    "evidence": {
      "path": "agent/lib/jev-router.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "decider",
    "title": "decider",
    "summary": "A family of System One-style models fine-tuned from an open base for one-pass typed decisions.",
    "summary_zh": "一族 System One 风格的模型，从开源基座微调而来，做单次类型化决策。",
    "url": "https://github.com/Mapika/decider",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mapika",
      "url": "https://github.com/mapika"
    },
    "has_code": true,
    "stars": 287,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "decider/bench/loadtest.py",
      "matched": [
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "not-jev"
    ],
    "notes": "Not Jev. Calls the API only as an evaluation baseline; the product is its own models.",
    "notes_zh": "不是 Jev。它只把该 API 当作评测基线来调用，产品本身是它自己的模型。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "openjev-sglang",
    "title": "openjev-sglang",
    "summary": "A Jev-compatible endpoint served from open models, prefill only.",
    "summary_zh": "用开源模型提供的 Jev 兼容端点，仅做 prefill。",
    "url": "https://github.com/ekzhang/openjev-sglang",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ekzhang",
      "url": "https://github.com/ekzhang"
    },
    "has_code": true,
    "stars": 259,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/openjev/api.py",
      "matched": [
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "not-jev",
      "no-license"
    ],
    "notes": "Not Jev. A compatible wire format implies nothing about compatible calibration, so thresholds do not transfer.",
    "notes_zh": "不是 Jev。协议兼容不代表校准兼容，阈值不能迁移。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "openjev",
    "title": "openjev",
    "summary": "A Jev-compatible decision server on an open diffusion model.",
    "summary_zh": "基于开源扩散模型的 Jev 兼容决策服务。",
    "url": "https://github.com/razorback16/openjev",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "razorback16",
      "url": "https://github.com/razorback16"
    },
    "has_code": true,
    "stars": 288,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "openjev/api.py",
      "matched": [
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "not-jev"
    ],
    "notes": "Not Jev. Implements the wire format so the official SDKs can be repointed at it.",
    "notes_zh": "不是 Jev。它实现了通信协议，因此官方 SDK 可以改指向它。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "awesome-jev-heyjunpenn",
    "title": "awesome-jev (heyjunpenn)",
    "summary": "The broadest sibling directory: hundreds of projects in six languages, with a README that is itself the parsed data source.",
    "summary_zh": "覆盖最广的同类目录：数百个项目、六种语言，且它的 README 本身就是被解析的数据源。",
    "url": "https://github.com/heyjunpenn/awesome-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "languages": [
      "typescript"
    ],
    "platforms": [
      "github"
    ],
    "author": {
      "name": "heyjunpenn",
      "url": "https://github.com/heyjunpenn"
    },
    "has_code": true,
    "stars": 256,
    "repo_license": "MIT",
    "flags": [
      "no-license"
    ],
    "notes": "Goes wide where this catalog goes deep, and its 'Other lists' section is where docs/sibling-lists.txt was seeded from. It ships no LICENSE file, so its descriptive text cannot be reused — the rows it surfaced here were re-verified at the call site and summarised independently.",
    "notes_zh": "它走广度，本目录走深度；docs/sibling-lists.txt 的种子就来自它的 Other lists 一节。它没有 LICENSE 文件，因此其描述文字不可复用 —— 由它引出的条目都是在调用点重新核实、并独立撰写摘要的。",
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "maintainer submission",
        "url": "https://github.com/kydlikebtc/awesome-jev"
      }
    ],
    "license": "CC0-1.0",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-pref",
    "title": "jev-pref",
    "summary": "Turn your AGENTS.md preferences into a fast, Jev-powered AI linter.",
    "summary_zh": "把 AGENTS.md 里的偏好变成一个由 Jev 驱动的快速 AI linter。",
    "zh_machine": true,
    "url": "https://github.com/doeixd/jev-pref",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "doeixd",
      "url": "https://github.com/doeixd"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "packages/jev-pref/src/config.js",
      "matched": [
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevql",
    "title": "jevql",
    "summary": "Semantic SQL for Postgres, powered by Jev",
    "summary_zh": "给 Postgres 用的语义 SQL，由 Jev 驱动。",
    "zh_machine": true,
    "url": "https://github.com/kylemclaren/jevql",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kylemclaren",
      "url": "https://github.com/kylemclaren"
    },
    "has_code": true,
    "stars": 11,
    "repo_license": "MIT",
    "evidence": {
      "path": "sdk/go/jevql.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevlogs",
    "title": "jevlogs",
    "summary": "Open-source Jev log triage for OpenTelemetry. Score the signal before expensive LLM analysis.",
    "summary_zh": "面向 OpenTelemetry 的开源 Jev 日志分拣：在昂贵的 LLM 分析之前先给信号打分。",
    "zh_machine": true,
    "url": "https://github.com/reachjalil/jevlogs",
    "kind": "project",
    "patterns": [
      "classification",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "reachjalil",
      "url": "https://github.com/reachjalil"
    },
    "has_code": true,
    "stars": 9,
    "repo_license": "MIT",
    "evidence": {
      "path": "benchmarks/pager/run-jev-v2.mjs",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-tree",
    "title": "jev-tree",
    "summary": "Recursive Jev choice over a taxonomy. Select from more than 255 options without breaking TypeSafe Jev's choice cap.",
    "summary_zh": "在分类体系上做递归 Jev choice —— 在不突破 255 选项上限的前提下，从更多选项中做选择。",
    "zh_machine": true,
    "url": "https://github.com/reachjalil/jev-tree",
    "kind": "project",
    "patterns": [
      "classification",
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "reachjalil",
      "url": "https://github.com/reachjalil"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "benchmarks/run.mjs",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "slop-grader",
    "title": "slop-grader",
    "summary": "Jev-powered, rule-based grader for text files. Runs every rule against every line in parallel. No skimming, no missed lines.",
    "summary_zh": "基于规则的文本评分器：每条规则并行跑过每一行，不跳读、不漏行。",
    "zh_machine": true,
    "url": "https://github.com/lukstei/slop-grader",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "lukstei",
      "url": "https://github.com/lukstei"
    },
    "has_code": true,
    "stars": 13,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/providers/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-1.13",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "is-malicious",
    "title": "is-malicious",
    "summary": "A codebase scanner that helps you not run malicous code",
    "summary_zh": "代码库扫描器，帮你避免运行恶意代码。",
    "zh_machine": true,
    "url": "https://github.com/luantak/is-malicious",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "luantak",
      "url": "https://github.com/luantak"
    },
    "has_code": true,
    "stars": 22,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-spam-eval",
    "title": "jev-spam-eval",
    "summary": "Zero-shot spam filtering with TypeSafe Jev Noul questions, compared with TF-IDF baselines",
    "summary_zh": "用 Jev 的 Noul 问题做零样本垃圾邮件过滤，并与 TF-IDF 基线对比。",
    "zh_machine": true,
    "url": "https://github.com/bitnovus/jev-spam-eval",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "bitnovus",
      "url": "https://github.com/bitnovus"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "experiments/jev-context/evaluate.py",
      "matched": [
        "typesafe_sdk",
        "jev-1.13",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "tax-doc-classifier",
    "title": "tax-doc-classifier",
    "summary": "Tax document page classifier built on Jev decisions. 100% strict accuracy across 261 IRS forms, ~$0.001 per page.",
    "summary_zh": "基于 Jev 决策的税务文档分页分类器，在 261 种 IRS 表单上达到严格全对，每页约 $0.001。",
    "zh_machine": true,
    "url": "https://github.com/kyotofin/tax-doc-classifier",
    "kind": "project",
    "patterns": [
      "classification",
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kyotofin",
      "url": "https://github.com/kyotofin"
    },
    "has_code": true,
    "stars": 361,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/backend.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-sdk",
    "title": "typesafe-sdk",
    "summary": "Ruby client for typesafe.ai",
    "summary_zh": "typesafe.ai 的 Ruby 客户端。",
    "zh_machine": true,
    "url": "https://github.com/joshmn/typesafe-sdk",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "joshmn",
      "url": "https://github.com/joshmn"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/typesafe/sdk.rb",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "ruby"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-semgrep",
    "title": "jev-semgrep",
    "summary": "grep by meaning, across languages. TypeSafe Jev scores every line against a meaning; combine meanings with AND/OR/NOT. 意味で探す grep。日本語で英語を、英語で日本語を検索できる",
    "summary_zh": "按含义 grep，跨语言：Jev 给每一行按含义打分，可用 AND/OR/NOT 组合多个含义。",
    "zh_machine": true,
    "url": "https://github.com/uehaj/jev-semgrep",
    "kind": "project",
    "patterns": [
      "search-ranking",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "uehaj",
      "url": "https://github.com/uehaj"
    },
    "has_code": true,
    "stars": 125,
    "repo_license": "unknown",
    "evidence": {
      "path": "semgrep.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-agent-failure-benchmark",
    "title": "jev-agent-failure-benchmark",
    "summary": "Benchmarking Jev (Typesafe.ai) against a strong LLM on the Who&When Pro agent-failure-attribution benchmark (text subset).",
    "summary_zh": "在一个智能体失败归因基准上，把 Jev 与一个强 LLM 做对比测试。",
    "zh_machine": true,
    "url": "https://github.com/TokenTrim/jev-agent-failure-benchmark",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tokentrim",
      "url": "https://github.com/tokentrim"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/jevbench/backends/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "litjev",
    "title": "litjev",
    "summary": "Turn any off-the-shelf LLM into a Jev -like decision layer",
    "summary_zh": "把任意现成 LLM 变成一个 Jev 式的决策层。",
    "zh_machine": true,
    "url": "https://github.com/zhengxuyu/litjev",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zhengxuyu",
      "url": "https://github.com/zhengxuyu"
    },
    "has_code": true,
    "stars": 38,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/litjev/api.py",
      "matched": [
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pg-typesafe",
    "title": "pg_typesafe",
    "summary": "Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification",
    "summary_zh": "用于 Jev 分类决策的 PostgreSQL 扩展（预 alpha）。",
    "zh_machine": true,
    "url": "https://github.com/giuliosmall/pg_typesafe",
    "kind": "plugin",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "giuliosmall",
      "url": "https://github.com/giuliosmall"
    },
    "has_code": true,
    "stars": 81,
    "repo_license": "MIT",
    "evidence": {
      "path": "sql/typesafe.sql",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "c"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "augustus",
    "title": "augustus",
    "summary": "Agent skill for the decision-model class (classifiers, encoders/decoders, specialized AR heads, System One). TypeSafe Jev is the dominant exemplar. Composition algebra, question design, validation gates. MIT.",
    "summary_zh": "面向决策模型这一类别的 agent 技能：分类器、编解码器、专用 AR 头、System One。",
    "zh_machine": true,
    "url": "https://github.com/24601/Augustus",
    "kind": "plugin",
    "patterns": [
      "classification",
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "24601",
      "url": "https://github.com/24601"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "MIT",
    "evidence": {
      "path": ".agents/skills/augustus/scripts/uniqueness_gate.py",
      "matched": [
        "typesafe-ai/jev",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "snifftest",
    "title": "snifftest",
    "summary": "A prose linter that sniffs out AI writing tells. Zero dependencies, countable rules plus one judgment model.",
    "summary_zh": "识别 AI 写作痕迹的文风 linter：零依赖，可计数规则外加一个判断模型。",
    "zh_machine": true,
    "url": "https://github.com/DanRWilloughby/snifftest",
    "kind": "project",
    "patterns": [
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "danrwilloughby",
      "url": "https://github.com/danrwilloughby"
    },
    "has_code": true,
    "stars": 27,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "llama-index-jev",
    "title": "llama-index-jev",
    "summary": "LlamaIndex reranker + router powered by TypeSafe Jev — typed scores/choices, cheaper than LLM-as-judge.",
    "summary_zh": "由 Jev 驱动的 LlamaIndex 重排器与路由器 —— 类型化的分数与选择，比 LLM-as-judge 便宜。",
    "zh_machine": true,
    "url": "https://github.com/WiktorB2004/llama-index-jev",
    "kind": "project",
    "patterns": [
      "search-ranking",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "wiktorb2004",
      "url": "https://github.com/wiktorb2004"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "packages/llama-index-postprocessor-jev/llama_index/postprocessor/jev/openrouter.py",
      "matched": [
        "typesafe_sdk",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-for-chrome",
    "title": "jev-for-chrome",
    "summary": "Jev for Chrome: drives the tab you are looking at with TypeSafe Jev, a sub-second decision model. Community port of browser-use/jev-ultrafast, not affiliated with TypeSafe.",
    "summary_zh": "Jev for Chrome：用亚秒级决策模型驱动你正在看的那个标签页。",
    "zh_machine": true,
    "url": "https://github.com/chy4pro/jev-for-chrome",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "chy4pro",
      "url": "https://github.com/chy4pro"
    },
    "has_code": true,
    "stars": 16,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/shared/providers/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevbench",
    "title": "jevbench",
    "summary": "JevBench v1 - a benchmark for Jev-class typed decision models: smart, cheap, fast, reliable, open.",
    "summary_zh": "JevBench v1 —— 面向 Jev 这类类型化决策模型的基准。",
    "zh_machine": true,
    "url": "https://github.com/fstandhartinger/jevbench",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "fstandhartinger",
      "url": "https://github.com/fstandhartinger"
    },
    "has_code": true,
    "stars": 71,
    "repo_license": "MIT",
    "evidence": {
      "path": "jevbench/adapters/typesafe.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-guard",
    "title": "jev-guard",
    "summary": "Auto mode for every coding agent, built on Jev: risk-scores every tool call with session context (deny / ask / allow), flags prompt injection in results, checks skills and plugins. Claude Code, Codex, Copilot, Gemini, Cursor, pi, OpenCode, ACP.",
    "summary_zh": "给所有编程智能体做的自动模式：结合会话上下文给每次工具调用打风险分（拒绝／询问／放行）。",
    "zh_machine": true,
    "url": "https://github.com/leepokai/jev-guard",
    "kind": "plugin",
    "patterns": [
      "tool-selection",
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "leepokai",
      "url": "https://github.com/leepokai"
    },
    "has_code": true,
    "stars": 21,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.js",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-benchmarks",
    "title": "jev-benchmarks",
    "summary": "Probability-aware evaluation for typed decision models: calibration, selective risk, latency, and reproducible benchmarks.",
    "summary_zh": "面向类型化决策模型的概率感知评测：校准度、选择性风险、延迟，以及可复现的基准。",
    "zh_machine": true,
    "url": "https://github.com/AbdelStark/jev-benchmarks",
    "kind": "benchmark",
    "patterns": [
      "safety-gating",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "abdelstark",
      "url": "https://github.com/abdelstark"
    },
    "has_code": true,
    "stars": 17,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/jev_benchmarks/adapters/jev.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-seo",
    "title": "jev-seo",
    "summary": "100% free ₹0 agent-first SEO & GEO CLI suite and MCP server in Rust replacing Semrush and OpenSEO via DuckDuckGo and TypeSafe Jev System One https://akashpriyadarshii.github.io/jev-seo/",
    "summary_zh": "用 Rust 写的 agent 优先 SEO/GEO CLI 套件与 MCP server。",
    "zh_machine": true,
    "url": "https://github.com/AkashPriyadarshii/jev-seo",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "akashpriyadarshii",
      "url": "https://github.com/akashpriyadarshii"
    },
    "has_code": true,
    "stars": 32,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/engine.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-ai-rs",
    "title": "typesafe-ai-rs",
    "summary": "Independent async and blocking Rust SDK for the TypeSafe AI System One API",
    "summary_zh": "独立的 Rust SDK，同时提供异步与阻塞两种形式。",
    "zh_machine": true,
    "url": "https://github.com/gilljon/typesafe-ai-rs",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "gilljon",
      "url": "https://github.com/gilljon"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/lib.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "ask-jev-skill",
    "title": "ask-jev-skill",
    "summary": "Skill for Hermes, and other agents, to ask typesafe's jev",
    "summary_zh": "给 Hermes 及其他智能体用的技能，用来向 Jev 提问。",
    "zh_machine": true,
    "url": "https://github.com/shantanugoel/ask-jev-skill",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shantanugoel",
      "url": "https://github.com/shantanugoel"
    },
    "has_code": true,
    "stars": 37,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/askjev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-secret-detection",
    "title": "jev-secret-detection",
    "summary": "Measures how well TypeSafe's RLCD-Jev model spots real secret credentials in file snippets",
    "summary_zh": "衡量 Jev 在文件片段中识别真实密钥凭据的能力。",
    "zh_machine": true,
    "url": "https://github.com/teyhouse/jev-secret-detection",
    "kind": "benchmark",
    "patterns": [
      "classification",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "teyhouse",
      "url": "https://github.com/teyhouse"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "main.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "llm2jev",
    "title": "llm2jev",
    "summary": "Adapt local language models into Jev-compatible structured decision engines with Choice, Score, and Noul outputs powered by prefill-only binary inference.",
    "summary_zh": "把本地语言模型改造成 Jev 兼容的结构化决策引擎，输出 Choice、Score、Noul。",
    "zh_machine": true,
    "url": "https://github.com/Yinsongxu/LLM2Jev",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "yinsongxu",
      "url": "https://github.com/yinsongxu"
    },
    "has_code": true,
    "stars": 127,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/llm2jev/sglang_server.py",
      "matched": [
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jeff",
    "title": "jeff",
    "summary": "A self-hosted drop-in replacement for TypeSafe's jev, powered by GliFormer.",
    "summary_zh": "自托管的 Jev 直接替代品，底层由 GliFormer 驱动。",
    "zh_machine": true,
    "url": "https://github.com/logan-markewich/jeff",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "logan-markewich",
      "url": "https://github.com/logan-markewich"
    },
    "has_code": true,
    "stars": 207,
    "repo_license": "MIT",
    "evidence": {
      "path": "bench/jevbench.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "bicameral",
    "title": "bicameral",
    "summary": "Hybrid coding harness: System 2 writes, System 1 (Jev) runs reflexes.",
    "summary_zh": "混合式编程 harness：System 2 负责写，System 1（Jev）负责反射式动作。",
    "zh_machine": true,
    "url": "https://github.com/AbdelStark/bicameral",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "abdelstark",
      "url": "https://github.com/abdelstark"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "packages/s1-runtime/src/backends/typesafe.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-ai",
    "title": "typesafe-ai",
    "summary": "Typed TypeSafe AI clients for Rust, with async and blocking backends and observable retries.",
    "summary_zh": "Rust 的类型化客户端，含异步与阻塞后端，以及可观测的重试。",
    "zh_machine": true,
    "url": "https://github.com/Twister915/typesafe-ai",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "twister915",
      "url": "https://github.com/twister915"
    },
    "has_code": true,
    "stars": 11,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "examples/tsg/main.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "every",
    "title": "every",
    "summary": "Ask a yes/no question of every function in a codebase. Ranked answers in seconds, for cents. Grep whose pattern is a question, powered by TypeSafe Jev.",
    "summary_zh": "对代码库里每一个函数问一个是非问题，几秒内得到排序结果 —— 模式本身是一个问题的 grep。",
    "zh_machine": true,
    "url": "https://github.com/sufianetaouil/every",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "sufianetaouil",
      "url": "https://github.com/sufianetaouil"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "reference/probe_jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-phishing-bench",
    "title": "jev-phishing-bench",
    "summary": "Jev (TypeSafe) vs Claude Haiku 4.5 on 2 000 phishing emails: accuracy, calibration, latency, cost. Reproducible benchmark.",
    "summary_zh": "在 2000 封钓鱼邮件上对比 Jev 与一个轻量 LLM：准确率、校准度、延迟、成本。",
    "zh_machine": true,
    "url": "https://github.com/anisselbd/jev-phishing-bench",
    "kind": "benchmark",
    "patterns": [
      "human-escalation",
      "intent-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "anisselbd",
      "url": "https://github.com/anisselbd"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "unknown",
    "evidence": {
      "path": "run_jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "commit-miner",
    "title": "commit-miner",
    "summary": "Classify Git commit diffs and messages with Jev. Bug fixes, security fixes/CWEs, and change types.",
    "summary_zh": "用 Jev 对 Git 提交的 diff 与信息做分类：缺陷修复、安全修复、变更类型。",
    "zh_machine": true,
    "url": "https://github.com/devanshbatham/commit-miner",
    "kind": "project",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "devanshbatham",
      "url": "https://github.com/devanshbatham"
    },
    "has_code": true,
    "stars": 33,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/jev.rs",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevclient",
    "title": "jevclient",
    "summary": "Async Python client for TypeSafe Jev. Typed questions in, probabilities and choices out, no prose to parse.",
    "summary_zh": "Jev 的异步 Python 客户端：类型化问题进，概率与选择出，没有散文需要解析。",
    "zh_machine": true,
    "url": "https://github.com/AboveColin/jevclient",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "abovecolin",
      "url": "https://github.com/abovecolin"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "jevclient/const.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-jev-auto-mode",
    "title": "pi-jev-auto-mode",
    "summary": "Jev (TypeSafe System One) backed auto mode for the Pi coding agent: semantically auto-approves bash, write, and edit tool calls and fails closed when a decision cannot be made.",
    "summary_zh": "给 Pi 编程智能体做的自动模式：在语义层面自动批准 bash、写入和编辑类工具调用。",
    "zh_machine": true,
    "url": "https://github.com/jomatsu/pi-jev-auto-mode",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jomatsu",
      "url": "https://github.com/jomatsu"
    },
    "has_code": true,
    "stars": 23,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev/transport.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "grok-bot-jev",
    "title": "grok-bot-jev",
    "summary": "Connect TypeSafe Jev to Grok Bot as a cheap decision layer - usage gates, skill template, examples",
    "summary_zh": "把 Jev 接到 Grok Bot 上作为廉价决策层，含用量闸门与技能模板。",
    "zh_machine": true,
    "url": "https://github.com/Bodila51/grok-bot-jev",
    "kind": "plugin",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "bodila51",
      "url": "https://github.com/bodila51"
    },
    "has_code": true,
    "stars": 74,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_client.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jgrep",
    "title": "jgrep",
    "summary": "grep, but the pattern is a description. Filters lines by meaning with TypeSafe's Jev decision model: ~200 ms and a thousandth of a cent per line.",
    "summary_zh": "grep，但模式是一段描述：用 Jev 按含义过滤行，约 200 毫秒处理上千行。",
    "zh_machine": true,
    "url": "https://github.com/keltokhy/jgrep",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "keltokhy",
      "url": "https://github.com/keltokhy"
    },
    "has_code": true,
    "stars": 17,
    "repo_license": "MIT",
    "evidence": {
      "path": "bench/code_review.py",
      "matched": [
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "youtube-sponsor-detection",
    "title": "youtube-sponsor-detection",
    "summary": "Detect youtube sponsor segment with live audio and transcript powered by Jev",
    "summary_zh": "结合实时音频与字幕检测 YouTube 视频里的赞助片段。",
    "zh_machine": true,
    "url": "https://github.com/trungdq88/youtube-sponsor-detection",
    "kind": "project",
    "patterns": [
      "classification",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "trungdq88",
      "url": "https://github.com/trungdq88"
    },
    "has_code": true,
    "stars": 81,
    "repo_license": "unknown",
    "evidence": {
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      "matched": [
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "ruby-decision-model",
    "title": "ruby_decision_model",
    "summary": "Ruby client for decision models such as Typesafe Jev",
    "summary_zh": "面向 Jev 这类决策模型的 Ruby 客户端。",
    "zh_machine": true,
    "url": "https://github.com/obie/ruby_decision_model",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "obie",
      "url": "https://github.com/obie"
    },
    "has_code": true,
    "stars": 49,
    "repo_license": "MIT",
    "evidence": {
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        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "ruby"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "janus",
    "title": "janus",
    "summary": "Measure when to use Jev and other models on your data, then route accordingly.",
    "summary_zh": "先在你自己的数据上衡量何时该用 Jev、何时该用别的模型，再据此路由。",
    "zh_machine": true,
    "url": "https://github.com/FirasSX914/Janus",
    "kind": "project",
    "patterns": [
      "model-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "firassx914",
      "url": "https://github.com/firassx914"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "experiments/run_jev.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-rs",
    "title": "typesafe-rs",
    "summary": "Latency-first Rust SDK for TypeSafe System One.",
    "summary_zh": "以延迟为先的 System One Rust SDK。",
    "zh_machine": true,
    "url": "https://github.com/AbdelStark/typesafe-rs",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "abdelstark",
      "url": "https://github.com/abdelstark"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "crates/typesafe-rs-mock/src/lib.rs",
      "matched": [
        "jev-latest",
        "/v1/systemone",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-typesafe",
    "title": "pi-typesafe",
    "summary": "TypeSafe decisions for Pi: batched evaluation tool, terminal playground, and typed API for extension authors",
    "summary_zh": "给 Pi 用的 Jev 决策：批量评估工具、终端 playground，以及给扩展作者的类型化 API。",
    "zh_machine": true,
    "url": "https://github.com/DevMortimer/pi-typesafe",
    "kind": "plugin",
    "patterns": [
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "devmortimer",
      "url": "https://github.com/devmortimer"
    },
    "has_code": true,
    "stars": 40,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/client.ts",
      "matched": [
        "api.typesafe.ai",
        "@typesafe-ai/sdk",
        "typesafe/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "s1-rs",
    "title": "s1-rs",
    "summary": "Typed System One layer for Rust (Choice/Score/Noul).",
    "summary_zh": "Rust 的类型化 System One 层（Choice／Score／Noul）。",
    "zh_machine": true,
    "url": "https://github.com/AbdelStark/s1-rs",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "abdelstark",
      "url": "https://github.com/abdelstark"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "crates/s1/src/typesafe_rs.rs",
      "matched": [
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-scout",
    "title": "jev-scout",
    "summary": "Zero-hallucination open-source repo and crate scout powered by TypeSafe AI Jev System One scoring",
    "summary_zh": "由 Jev 打分驱动的开源仓库与 crate 侦察工具。",
    "zh_machine": true,
    "url": "https://github.com/AkashPriyadarshii/jev-scout",
    "kind": "project",
    "patterns": [
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "akashpriyadarshii",
      "url": "https://github.com/akashpriyadarshii"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-web-analyzer",
    "title": "jev-web-analyzer",
    "summary": "See what Jev thinks about your SaaS website — powered by ReplyNodes web context and Vercel AI Gateway.",
    "summary_zh": "看看 Jev 怎么评价你的 SaaS 网站。",
    "zh_machine": true,
    "url": "https://github.com/replynodes/jev-web-analyzer",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "replynodes",
      "url": "https://github.com/replynodes"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "app/api/analyze/route.ts",
      "matched": [
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-little-airways",
    "title": "jev-little-airways",
    "summary": "A show-and-tell capability study for Jev, TypeSafe's System One decision model.",
    "summary_zh": "Jev 的能力展示与研究：一次 show-and-tell 式的考察。",
    "zh_machine": true,
    "url": "https://github.com/lbotinelly/jev-little-airways",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "lbotinelly",
      "url": "https://github.com/lbotinelly"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "demo/js/jev-monitor.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-harness",
    "title": "jev-harness",
    "summary": "Decision harness for TypeSafe Jev — confidence gates, shadow mode, recipes, and evals. Claude CLI 48.9s → Jev 1.3s on the same row-filter job.",
    "summary_zh": "Jev 决策 harness：置信闸门、影子模式、配方与评测。",
    "zh_machine": true,
    "url": "https://github.com/AntonioCoppe/jev-harness",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "safety-gating",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "antoniocoppe",
      "url": "https://github.com/antoniocoppe"
    },
    "has_code": true,
    "stars": 9,
    "repo_license": "MIT",
    "evidence": {
      "path": "demos/proof/row-filter/run.ts",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "yoshi",
    "title": "yoshi",
    "summary": "Context-pruning proxy for Claude Code and Codex: Jev judges which history is still needed, measured not claimed. POC here now, heading soon into https://github.com/compozy/compozy",
    "summary_zh": "给 Claude Code 和 Codex 做的上下文裁剪代理：由 Jev 判断哪些历史还需要 —— 实测而非宣称。",
    "zh_machine": true,
    "url": "https://github.com/compozy/yoshi",
    "kind": "plugin",
    "patterns": [
      "output-validation",
      "content-scoring",
      "context-compaction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "compozy",
      "url": "https://github.com/compozy"
    },
    "has_code": true,
    "stars": 22,
    "repo_license": "MIT",
    "evidence": {
      "path": "benchmarks/jev-calibrate.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-reviewer",
    "title": "jev-reviewer",
    "summary": "Data extraction for systematic reviews, quoted from the papers. Ask a trial report and its supplements your extraction form or a RoB 2, ROBINS-I, QUADAS-2 or TIDieR template; Jev points at the lines, every answer is a verbatim quote with its page, you check it and export the table. Files stay i",
    "summary_zh": "系统综述的数据抽取：让 Jev 从论文及其补充材料里按抽取表取值，并附原文引用。",
    "zh_machine": true,
    "url": "https://github.com/choxos/jev-reviewer",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "output-validation",
      "data-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "choxos",
      "url": "https://github.com/choxos"
    },
    "has_code": true,
    "stars": 32,
    "repo_license": "MIT",
    "evidence": {
      "path": "docs/jev.js",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafeai-dotnet-sdk",
    "title": "typesafeai-dotnet-sdk",
    "summary": "Community .NET SDK for the TypeSafe AI System One API — typed noul, choice, and score questions with structured, confidence-scored answers. Not affiliated with TypeSafe AI.",
    "summary_zh": "社区维护的 .NET SDK，支持 noul、choice、score 三种类型化问题。",
    "zh_machine": true,
    "url": "https://github.com/saibimajdi/typesafeai-dotnet-sdk",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "saibimajdi",
      "url": "https://github.com/saibimajdi"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "MIT",
    "evidence": {
      "path": "examples/TypeSafe.BureauOfBadIdeas/Program.cs",
      "matched": [
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "csharp"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-agent-skill-router",
    "title": "jev-agent-skill-router",
    "summary": "Typed, confidence-aware agent skill routing with TypeSafe Jev.",
    "summary_zh": "类型化、带置信度感知的 agent 技能路由。",
    "zh_machine": true,
    "url": "https://github.com/GodsBoy/jev-agent-skill-router",
    "kind": "plugin",
    "patterns": [
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "godsboy",
      "url": "https://github.com/godsboy"
    },
    "has_code": true,
    "stars": 13,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_router/transport.py",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "embodied-jev",
    "title": "embodied-jev",
    "summary": "EmbodiedJev: MuJoCo robot decision workbench with MiniCPM5-2B, Jev and compatible model APIs",
    "summary_zh": "EmbodiedJev：基于 MuJoCo 的机器人决策工作台。",
    "zh_machine": true,
    "url": "https://github.com/FBddcz/embodied-jev",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "fbddcz",
      "url": "https://github.com/fbddcz"
    },
    "has_code": true,
    "stars": 167,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/embodied_jev/policies.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-jev-router",
    "title": "pi-jev-router",
    "summary": "Automatic model routing for Pi using TypeSafe's Jev through Vercel AI Gateway",
    "summary_zh": "通过 Vercel AI Gateway 为 Pi 做自动模型路由。",
    "zh_machine": true,
    "url": "https://github.com/mejiasd3v/pi-jev-router",
    "kind": "project",
    "patterns": [
      "model-routing",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mejiasd3v",
      "url": "https://github.com/mejiasd3v"
    },
    "has_code": true,
    "stars": 12,
    "repo_license": "MIT",
    "evidence": {
      "path": "index.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "heist-one",
    "title": "heist-one",
    "summary": "Observable browser stealth game: Jev makes typed guard judgments while deterministic code owns the world.",
    "summary_zh": "可观测的浏览器潜行游戏：Jev 做类型化的守卫判断，确定性代码掌管世界规则。",
    "zh_machine": true,
    "url": "https://github.com/AbdelStark/heist-one",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "abdelstark",
      "url": "https://github.com/abdelstark"
    },
    "has_code": true,
    "stars": 7,
    "repo_license": "MIT",
    "evidence": {
      "path": "apps/server/src/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-ood-calibration",
    "title": "jev-ood-calibration",
    "summary": "Independent calibration test of TypeSafe's Jev on a task it cannot have seen: 900 rule-generated support tickets (choice / score / boolean) plus 3 public benchmarks via Vercel AI Gateway. Raw responses, ECE with noise floor, temperature refit, per-type sign of miscalibration. Reproducible for ~",
    "summary_zh": "在一个它不可能见过的任务上做独立校准测试：900 条规则生成的支持工单。",
    "zh_machine": true,
    "url": "https://github.com/scienthoon/jev-ood-calibration",
    "kind": "benchmark",
    "patterns": [
      "safety-gating",
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "scienthoon",
      "url": "https://github.com/scienthoon"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/jev_eval.mjs",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-mobile",
    "title": "jev-mobile",
    "summary": "Fast structured Android control loops with TypeSafe Jev and Mobile MCP",
    "summary_zh": "结合 Mobile MCP 的快速 Android 结构化控制循环。",
    "zh_machine": true,
    "url": "https://github.com/Friedjof/jev-mobile",
    "kind": "plugin",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "friedjof",
      "url": "https://github.com/friedjof"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_mobile/cli.py",
      "matched": [
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-heed",
    "title": "pi-heed",
    "summary": "Runtime constraints for the pi coding agent: checks every side-effecting tool call against what you said, before it runs. Powered by TypeSafe Jev.",
    "summary_zh": "给 pi 编程智能体的运行时约束：每个有副作用的工具调用执行前，先对照你说过的话检查。",
    "zh_machine": true,
    "url": "https://github.com/Nyarlathoteppppp/pi-heed",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nyarlathoteppppp",
      "url": "https://github.com/nyarlathoteppppp"
    },
    "has_code": true,
    "stars": 7,
    "repo_license": "MIT",
    "evidence": {
      "path": "bench/jev-lab.ts",
      "matched": [
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-sdk-java",
    "title": "typesafe-sdk-java",
    "summary": "Community Java client for the TypeSafe System One API (unofficial)",
    "summary_zh": "社区维护的 Java 客户端（非官方）。",
    "zh_machine": true,
    "url": "https://github.com/Premo-Cloud/typesafe-sdk-java",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "premo-cloud",
      "url": "https://github.com/premo-cloud"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "typesafe-sdk/src/main/java/io/github/premocloud/typesafe/TypeSafeClient.java",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "java"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pytest-jev",
    "title": "pytest-jev",
    "summary": "Semantic assertions for pytest: test what your LLM app's output means, judged by TypeSafe's Jev.",
    "summary_zh": "给 pytest 的语义断言：测试 LLM 应用输出的含义，由 Jev 判定。",
    "zh_machine": true,
    "url": "https://github.com/allebee/pytest-jev",
    "kind": "plugin",
    "patterns": [
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "allebee",
      "url": "https://github.com/allebee"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/pytest_jev/judge.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "rizzo-flow",
    "title": "rizzo-flow",
    "summary": "The open, local take on Jev: typed decisions from an LLM, without generating a single token",
    "summary_zh": "Jev 的开源本地版：由 LLM 产出类型化决策，且不生成任何 token。",
    "zh_machine": true,
    "url": "https://github.com/Rizzo-AI-Academy/rizzo-flow",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "rizzo-ai-academy",
      "url": "https://github.com/rizzo-ai-academy"
    },
    "has_code": true,
    "stars": 261,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/rizzo_flow/compat.py",
      "matched": [
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "snake-jev",
    "title": "snake-jev",
    "summary": "Snake controlled by parallel Jev assessments, with one API call per game tick.",
    "summary_zh": "由并行 Jev 判断控制的贪吃蛇，每个游戏 tick 一次 API 调用。",
    "zh_machine": true,
    "url": "https://github.com/siroccomask/snake-jev",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "siroccomask",
      "url": "https://github.com/siroccomask"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_controller.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-dspy-lab",
    "title": "jev-dspy-lab",
    "summary": "Reproducible calibration and selective-risk benchmarks for Jev/TypeSafe decisions in DSPy workflows",
    "summary_zh": "在 DSPy 工作流中对 Jev 决策做可复现的校准与选择性风险基准。",
    "zh_machine": true,
    "url": "https://github.com/jmanhype/jev-dspy-lab",
    "kind": "benchmark",
    "patterns": [
      "safety-gating",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jmanhype",
      "url": "https://github.com/jmanhype"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_dspy_lab/live.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-doom-agent",
    "title": "jev-doom-agent",
    "summary": "A browser-native Doom agent experiment with structured spatial state, composable AI controls, live decision telemetry, and a Chocolate Doom WebAssembly runtime.",
    "summary_zh": "浏览器原生的 Doom 智能体实验，带结构化空间状态与实时决策遥测。",
    "zh_machine": true,
    "url": "https://github.com/lukaske/jev-doom-agent",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "lukaske",
      "url": "https://github.com/lukaske"
    },
    "has_code": true,
    "stars": 7,
    "repo_license": "unknown",
    "evidence": {
      "path": "server/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-askable-arm",
    "title": "jev-askable-arm",
    "summary": "Zero-shot English goals on a sim Franka. Jev chains hardcoded primitives.",
    "summary_zh": "在仿真机械臂上执行零样本英文目标：Jev 串联写死的原语动作。",
    "zh_machine": true,
    "url": "https://github.com/TarunTomar122/jev-askable-arm",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "taruntomar122",
      "url": "https://github.com/taruntomar122"
    },
    "has_code": true,
    "stars": 10,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_robotics/common.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-audio-beeper",
    "title": "jev-audio-beeper",
    "summary": "Low-latency audio censorship POC using Jev typed decisions and ffmpeg.",
    "summary_zh": "用 Jev 类型化决策加 ffmpeg 实现的低延迟音频消音原型。",
    "zh_machine": true,
    "url": "https://github.com/santos-sanz/jev-audio-beeper",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "santos-sanz",
      "url": "https://github.com/santos-sanz"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "index.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-cli",
    "title": "jev-cli",
    "summary": "Small dependency-free CLI for TypeSafe Jev",
    "summary_zh": "小巧的零依赖 Jev 命令行工具。",
    "zh_machine": true,
    "url": "https://github.com/tumf/jev-cli",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tumf",
      "url": "https://github.com/tumf"
    },
    "has_code": true,
    "stars": 12,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_cli/__init__.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "typesafe/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "vibecheck",
    "title": "vibecheck",
    "summary": "Chrome extension: vibe-check your X posts with TypeSafe's Jev before you hit Post",
    "summary_zh": "Chrome 扩展：发推之前先用 Jev 给你的帖子做个氛围检查。",
    "zh_machine": true,
    "url": "https://github.com/RafalWilinski/vibecheck",
    "kind": "plugin",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "rafalwilinski",
      "url": "https://github.com/rafalwilinski"
    },
    "has_code": true,
    "stars": 47,
    "repo_license": "unknown",
    "evidence": {
      "path": "background.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "refgarden",
    "title": "refgarden",
    "summary": "A spatial reference explorer for creators. Local Jev query choices, metadata highlights and source-linked collections.",
    "summary_zh": "面向创作者的空间参考浏览器：本地 Jev 查询选择、元数据高亮与带来源链接的合集。",
    "zh_machine": true,
    "url": "https://github.com/AlbionaHoti/refgarden",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "albionahoti",
      "url": "https://github.com/albionahoti"
    },
    "has_code": true,
    "stars": 27,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev-connection.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevwire",
    "title": "jevwire",
    "summary": "Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev)",
    "summary_zh": "给智能体的 Jev 决策层：MCP server、可嵌入的 DecisionModel 库，以及一个只做升级的 Claude Code 插件。",
    "zh_machine": true,
    "url": "https://github.com/Brainwires/jevwire",
    "kind": "plugin",
    "patterns": [
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "brainwires",
      "url": "https://github.com/brainwires"
    },
    "has_code": true,
    "stars": 15,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev/client.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-benchmark",
    "title": "jev-benchmark",
    "summary": "Benchmarks and a playground for TypeSafe's Jev (System One) model: chess, and who-is-the-player-talking-to for speech-to-text game NPCs",
    "summary_zh": "Jev 的基准与 playground：国际象棋，以及语音转写中的说话对象判定。",
    "zh_machine": true,
    "url": "https://github.com/wondertwins/jev-benchmark",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "wondertwins",
      "url": "https://github.com/wondertwins"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "MIT",
    "evidence": {
      "path": "jevcommon/client.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-router",
    "title": "jev-router",
    "summary": "Open-source LLM router that uses TypeSafe's Jev to pick a model, on top of LiteLLM",
    "summary_zh": "开源 LLM 路由器，在 LiteLLM 之上用 Jev 选模型。",
    "zh_machine": true,
    "url": "https://github.com/prismhq/jev-router",
    "kind": "project",
    "patterns": [
      "model-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "prismhq",
      "url": "https://github.com/prismhq"
    },
    "has_code": true,
    "stars": 7,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_router/deciders.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "hermes-jev",
    "title": "hermes-jev",
    "summary": "Typed System One decisions, ranking, verification, and an opt-in Hermes tool gate using TypeSafe Jev.",
    "summary_zh": "类型化的 System One 决策、排序、校验，以及可选启用的 Hermes 工具闸门。",
    "zh_machine": true,
    "url": "https://github.com/keeltrace/hermes-jev",
    "kind": "project",
    "patterns": [
      "search-ranking",
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "keeltrace",
      "url": "https://github.com/keeltrace"
    },
    "has_code": true,
    "stars": 12,
    "repo_license": "MIT",
    "evidence": {
      "path": "hermes_nerve/client.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-sdk-swift",
    "title": "typesafe-sdk-swift",
    "summary": "Unofficial Swift library for the TypeSafe API",
    "summary_zh": "非官方的 Swift 客户端库。",
    "zh_machine": true,
    "url": "https://github.com/alterhq/typesafe-sdk-swift",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "alterhq",
      "url": "https://github.com/alterhq"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "Sources/TypeSafe/TypeSafeClient.swift",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "swift"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-orderby-bench",
    "title": "jev-orderby-bench",
    "summary": "Does ORDER BY over a Jev probability put rows in a defensible order? Independent ranking, calibration and invariant measurements of TypeSafe AI's Jev: passes six pre-registered gates on 360 labeled rows, fails four of six on graded product relevance.",
    "summary_zh": "按 Jev 概率做 ORDER BY 能否给出站得住脚的排序？独立的排序、校准与不变量实测。",
    "zh_machine": true,
    "url": "https://github.com/yodablocks/jev-orderby-bench",
    "kind": "benchmark",
    "patterns": [
      "search-ranking",
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "yodablocks",
      "url": "https://github.com/yodablocks"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "harness/client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "distill",
    "title": "distill",
    "summary": "Get FAR MORE done with FAR FEWER tokens 🔥",
    "summary_zh": "用远更少的 token 完成远更多的事。",
    "zh_machine": true,
    "url": "https://github.com/samuelfaj/distill",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "samuelfaj",
      "url": "https://github.com/samuelfaj"
    },
    "has_code": true,
    "stars": 682,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "crates/codegen/distill-workspace/src/jev/client.rs",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "docjev",
    "title": "docjev",
    "summary": "A very fast document classifier/splitter using Jev",
    "summary_zh": "非常快的文档分类与切分器。",
    "zh_machine": true,
    "url": "https://github.com/jerryjliu/docjev",
    "kind": "project",
    "patterns": [
      "classification",
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jerryjliu",
      "url": "https://github.com/jerryjliu"
    },
    "has_code": true,
    "stars": 207,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/jev_docs/engines/jev.py",
      "matched": [
        "typesafe_sdk",
        "jev-1.13",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "citation-verifier",
    "title": "citation-verifier",
    "summary": "Check whether each cited paper supports the sentence citing it. Claude proves the quote, TypeSafe's Jev scores it, a human decides.",
    "summary_zh": "核查每篇被引论文是否支持引用它的那句话：一个模型证明引文，Jev 打分，人来裁定。",
    "zh_machine": true,
    "url": "https://github.com/MarissaFamularo/citation-verifier",
    "kind": "project",
    "patterns": [
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "marissafamularo",
      "url": "https://github.com/marissafamularo"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/lib/typesafe.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafeai-net",
    "title": "typesafeai.net",
    "summary": ".NET SDK for the TypeSafe AI platform",
    "summary_zh": "面向 TypeSafe AI 平台的 .NET SDK。",
    "zh_machine": true,
    "url": "https://github.com/Hawxy/TypeSafeAI.Net",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "hawxy",
      "url": "https://github.com/hawxy"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/TypeSafeAI.Extensions.AI/Evaluation/TypeSafeEvaluator.cs",
      "matched": [
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "csharp"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "poorjev",
    "title": "poorjev",
    "summary": "Open-source, local Jev alternative: a System One decision layer with provably calibrated confidence (ECE 0.170→0.071). Typed decisions, runs offline, no API key, no waitlist.",
    "summary_zh": "开源的本地 Jev 替代品：一个有可证校准置信度的 System One 决策层。",
    "zh_machine": true,
    "url": "https://github.com/rupeshpoojary9/poorjev",
    "kind": "alternative",
    "patterns": [
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "rupeshpoojary9",
      "url": "https://github.com/rupeshpoojary9"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "crossbench/jev_client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-capability-atlas",
    "title": "jev-capability-atlas",
    "summary": "Independent, evidence-based map of when TypeSafe's Jev actually holds up vs. breaks down — real API-call receipts, not a leaderboard. 中文為主的雙語 repo。",
    "summary_zh": "独立的、基于证据的能力地图：Jev 在哪些场景站得住、在哪些场景崩掉 —— 附真实 API 调用凭据。",
    "zh_machine": true,
    "url": "https://github.com/Zaious/jev-capability-atlas",
    "kind": "benchmark",
    "patterns": [
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zaious",
      "url": "https://github.com/zaious"
    },
    "has_code": true,
    "stars": 24,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/common/jev_client.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "neurolink",
    "title": "neurolink",
    "summary": "One TypeScript interface for 40 AI providers across three inference types — generate, stream, and decide. Decide returns typed, calibrated judgments (boolean/choice/score) via TypeSafe Jev, not text. MCP-native, voice (TTS/STT/realtime), RAG, memory, file processors. Powers Tara, Yama and Clair",
    "summary_zh": "用一套 TypeScript 接口对接 40 家 AI 供应商，覆盖生成、流式与决策三种推理形态。",
    "zh_machine": true,
    "url": "https://github.com/juspay/neurolink",
    "kind": "plugin",
    "patterns": [
      "search-ranking",
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "juspay",
      "url": "https://github.com/juspay"
    },
    "has_code": true,
    "stars": 137,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/lib/providers/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "quackd",
    "title": "quackd",
    "summary": "One CLI for all your robots. Connect them, command them, and let them work together, each with an LLM for a brain, Jev for cheaper steps. Microduck, Open Duck Mini, LeRobot, XLeRobot, AlohaMini, ToddlerBot or any ROS base. Claude, OpenAI, Gemini, Grok, or local via Ollama or vLLM. Simulator, .d",
    "summary_zh": "统管所有机器人的 CLI：每台机器人配一个 LLM 作大脑，由 Jev 做决策。",
    "zh_machine": true,
    "url": "https://github.com/rokbenko/quackd",
    "kind": "plugin",
    "patterns": [
      "tool-selection",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "rokbenko",
      "url": "https://github.com/rokbenko"
    },
    "has_code": true,
    "stars": 228,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "quackd/agent/jev.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-reranker",
    "title": "jev-reranker",
    "summary": "Rerank, filter, and compress JSON search results with TypeSafe AI's Jev.",
    "summary_zh": "用 Jev 对 JSON 搜索结果做重排、过滤与压缩。",
    "zh_machine": true,
    "url": "https://github.com/shinpr/jev-reranker",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shinpr",
      "url": "https://github.com/shinpr"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/http.rs",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "human-compiler",
    "title": "human-compiler",
    "summary": "A compiler for human language. Paste text, get diagnostics. Measured by TypeSafe Jev.",
    "summary_zh": "人类语言的编译器：粘贴文本，得到诊断，由 Jev 度量。",
    "zh_machine": true,
    "url": "https://github.com/asfarsadewa/human-compiler",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "asfarsadewa",
      "url": "https://github.com/asfarsadewa"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/worker/index.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "tsai-civ2",
    "title": "tsai-civ2",
    "summary": "TypeSafe Jev plays original Civilization II in a browser, with live action probabilities. Experimental full-game harness.",
    "summary_zh": "让 Jev 在浏览器里玩初代《文明 II》，实时展示动作概率。",
    "zh_machine": true,
    "url": "https://github.com/phyous/tsai-civ2",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "phyous",
      "url": "https://github.com/phyous"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "civ2/typesafe.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "stanley-code",
    "title": "stanley-code",
    "summary": "Bounded TypeSafe Jev workflows for coding agents.",
    "summary_zh": "给编程智能体的有界 Jev 工作流。",
    "zh_machine": true,
    "url": "https://github.com/devagrawal09/stanley-code",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "devagrawal09",
      "url": "https://github.com/devagrawal09"
    },
    "has_code": true,
    "stars": 111,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/adapters/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "slidepilot",
    "title": "slidepilot",
    "summary": "Voice-driven semantic auto-advance for Slidev, powered by Cloudflare Agents and TypeSafe AI Jev",
    "summary_zh": "给 Slidev 做的语音驱动语义自动翻页，由 Cloudflare Agents 与 Jev 驱动。",
    "zh_machine": true,
    "url": "https://github.com/harshil1712/slidepilot",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "harshil1712",
      "url": "https://github.com/harshil1712"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "apps/worker/src/decision.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "super-jev",
    "title": "super-jev",
    "summary": "A small, extensible decision-to-action harness for TypeSafe Jev",
    "summary_zh": "小而可扩展的「决策到动作」harness。",
    "zh_machine": true,
    "url": "https://github.com/Kevthetech143/super-jev",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kevthetech143",
      "url": "https://github.com/kevthetech143"
    },
    "has_code": true,
    "stars": 8,
    "repo_license": "MIT",
    "evidence": {
      "path": "skills/super-jev/superjev.py",
      "matched": [
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-libero",
    "title": "jev-libero",
    "summary": "Fine-grained robot control with Jev, physics previews, and configurable LIBERO tasks.",
    "summary_zh": "精细的机器人控制，带物理预览与可配置的 LIBERO 任务。",
    "zh_machine": true,
    "url": "https://github.com/Dimweaker/jev-libero",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "dimweaker",
      "url": "https://github.com/dimweaker"
    },
    "has_code": true,
    "stars": 52,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_libero/client.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "nimble",
    "title": "nimble",
    "summary": "Local typed decisions, contrastive data curation, and model evaluation.",
    "summary_zh": "本地类型化决策、对比式数据筛选与模型评测。",
    "zh_machine": true,
    "url": "https://github.com/bespokelabsai/nimble",
    "kind": "project",
    "patterns": [
      "feature-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "bespokelabsai",
      "url": "https://github.com/bespokelabsai"
    },
    "has_code": true,
    "stars": 1543,
    "repo_license": "unknown",
    "evidence": {
      "path": "nimble/evaluation/evaluate_public_jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "open-jev",
    "title": "open-jev",
    "summary": "Open Jev implementation with custom finetuning",
    "summary_zh": "带自定义微调的开源 Jev 实现。",
    "zh_machine": true,
    "url": "https://github.com/daseinlabs/open-jev",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "daseinlabs",
      "url": "https://github.com/daseinlabs"
    },
    "has_code": true,
    "stars": 95,
    "repo_license": "unknown",
    "evidence": {
      "path": "openjev/server.py",
      "matched": [
        "/v1/systemone",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license",
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "tiershift",
    "title": "tiershift",
    "summary": "Shift every LLM call to the cheapest model that can handle it. Routing decided by TypeSafe Jev in ~180 ms. No training data. Policy in plain YAML. TypeScript and Python.",
    "summary_zh": "把每次 LLM 调用下沉到能胜任的最便宜模型，路由由 Jev 在约 180 毫秒内决定，无需训练。",
    "zh_machine": true,
    "url": "https://github.com/iamvatsalpatel/tiershift",
    "kind": "project",
    "patterns": [
      "model-routing",
      "feature-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "iamvatsalpatel",
      "url": "https://github.com/iamvatsalpatel"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "bench/experiments/gate-experiment.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-1.13",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevify",
    "title": "jevify",
    "summary": "An agent skill to discover TypeSafe Jev opportunities, design typed questions, and learn from recent community experiments.",
    "summary_zh": "一个 agent 技能：发现适合用 Jev 的场景、设计类型化问题，并从近期社区实验中学习。",
    "zh_machine": true,
    "url": "https://github.com/altryne/jevify",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "altryne",
      "url": "https://github.com/altryne"
    },
    "has_code": true,
    "stars": 21,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/jev_client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-go",
    "title": "typesafe-go",
    "summary": "Idiomatic Go SDK for the TypeSafe AI API",
    "summary_zh": "地道的 Go SDK。",
    "zh_machine": true,
    "url": "https://github.com/zhirschtritt/typesafe-go",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zhirschtritt",
      "url": "https://github.com/zhirschtritt"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "client.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jcm-router",
    "title": "jcm-router",
    "summary": "Local proxy that picks the Claude model and effort per message using TypeSafe Jev. Routes subagents, leaves your cached main chat alone.",
    "summary_zh": "本地代理：逐条消息用 Jev 选择 Claude 模型与推理强度，并路由子智能体。",
    "zh_machine": true,
    "url": "https://github.com/adarshmishra07/jcm-router",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "adarshmishra07",
      "url": "https://github.com/adarshmishra07"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-trades",
    "title": "jev-trades",
    "summary": "Trading bot with the all new TypeSafe AI's first system one model named as Jev",
    "summary_zh": "用 Jev 驱动的交易机器人。",
    "zh_machine": true,
    "url": "https://github.com/zadescoxp/Jev-Trades",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zadescoxp",
      "url": "https://github.com/zadescoxp"
    },
    "has_code": true,
    "stars": 24,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "pipeline/paper_trader.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-sdk-go",
    "title": "typesafe-sdk-go",
    "summary": "Go SDK for the TypeSafe AI API — typed questions in, probability distributions out.",
    "summary_zh": "Go SDK —— 类型化问题进，概率分布出。",
    "zh_machine": true,
    "url": "https://github.com/Tangerg/typesafe-sdk-go",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tangerg",
      "url": "https://github.com/tangerg"
    },
    "has_code": true,
    "stars": 9,
    "repo_license": "MIT",
    "evidence": {
      "path": "client.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-jev",
    "title": "typesafe-jev",
    "summary": "Screen a folder of CVs with the TypeSafe Jev decision model: typed judgments, an editable policy, free re-scoring.",
    "summary_zh": "用 Jev 筛选一整个文件夹的简历：类型化判断、可编辑的策略、免费重新打分。",
    "zh_machine": true,
    "url": "https://github.com/gtaras7/typesafe-jev",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "gtaras7",
      "url": "https://github.com/gtaras7"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "cv-screen/src/cli.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "patdown",
    "title": "patdown",
    "summary": "Block, steer, and \"fuzzy lint\" with Jev to make agents follow your rules and conventions. CLI, github action, pi package, and more. Built with Effect.",
    "summary_zh": "用 Jev 做拦截、引导与「模糊 lint」，让智能体遵守你的规则与约定。含 CLI 与 GitHub Action。",
    "zh_machine": true,
    "url": "https://github.com/tyler-dot-earth/patdown",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tyler-dot-earth",
      "url": "https://github.com/tyler-dot-earth"
    },
    "has_code": true,
    "stars": 14,
    "repo_license": "unknown",
    "evidence": {
      "path": "apps/patdown/src/typesafe-judge.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "fastbrowse",
    "title": "fastbrowse",
    "summary": "A fast browser agent: Jev picks each action from what is on the page, an LLM reads and plans, and every claim in an answer cites a quote from the page.",
    "summary_zh": "快速浏览器智能体：Jev 从页面现有内容里挑动作，LLM 负责阅读与规划。",
    "zh_machine": true,
    "url": "https://github.com/agent-labs-dev/fastbrowse",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "agent-labs-dev",
      "url": "https://github.com/agent-labs-dev"
    },
    "has_code": true,
    "stars": 94,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/fastbrowse/clients/typesafe.py",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevgrep",
    "title": "jevgrep",
    "summary": "grep by meaning: pipe in any text, ask a yes/no question in plain English, get only the matching lines. Works behind tail -f, about $0.004 per 1,000 lines, powered by TypeSafe's Jev.",
    "summary_zh": "按含义 grep：管道传入任意文本，用大白话问一个是非问题，只留下匹配的行。",
    "zh_machine": true,
    "url": "https://github.com/allebee/jevgrep",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "allebee",
      "url": "https://github.com/allebee"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jevgrep/judge.py",
      "matched": [
        "typesafe_sdk",
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-engineering",
    "title": "jev-engineering",
    "summary": "The decision layer for AI agents. Typed, calibrated decisions in ~400ms for two hundredths of a cent: gate tool calls, route models, rank options. With the 300-call injection test that found what breaks.",
    "summary_zh": "面向 AI 智能体的决策层：约 400 毫秒、两百分之一美分的类型化校准决策，用于拦截工具调用。",
    "zh_machine": true,
    "url": "https://github.com/eugeniughelbur/jev-engineering",
    "kind": "project",
    "patterns": [
      "search-ranking",
      "model-routing",
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "eugeniughelbur",
      "url": "https://github.com/eugeniughelbur"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "build/lib/jev_gate.py",
      "matched": [
        "typesafe/jev",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-calibration-audit",
    "title": "jev-calibration-audit",
    "summary": "Independent API-only calibration audit of TypeSafe AI's Jev decision model",
    "summary_zh": "仅通过 API 对 Jev 做的独立校准审计。",
    "zh_machine": true,
    "url": "https://github.com/jujumilk3/jev-calibration-audit",
    "kind": "benchmark",
    "patterns": [
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jujumilk3",
      "url": "https://github.com/jujumilk3"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_audit/client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-skill-router",
    "title": "jev-skill-router",
    "summary": "Claude Code plugin: asks TypeSafe Jev which installed skill fits each prompt and logs the answer (shadow-first). A working reference for the skill-suggestion cookbook on Claude Code — the README records why it is unlikely to help a strong model as a router.",
    "summary_zh": "Claude Code 插件：询问 Jev 哪个已安装技能适配当前提示，并记录答案（先影子运行）。",
    "zh_machine": true,
    "url": "https://github.com/shimo4228/jev-skill-router",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shimo4228",
      "url": "https://github.com/shimo4228"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/jev_client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "duckdb-jev",
    "title": "duckdb-jev",
    "summary": "High-throughput, robust native DuckDB extension for batched and streaming TypeSafe/Jev classification, scoring, and semantic predicates from SQL.",
    "summary_zh": "高吞吐的原生 DuckDB 扩展，支持批量与流式的分类、打分与筛选。",
    "zh_machine": true,
    "url": "https://github.com/prasanthj/duckdb-jev",
    "kind": "plugin",
    "patterns": [
      "classification",
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "prasanthj",
      "url": "https://github.com/prasanthj"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "benchmarks/live.py",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "cpp"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-agent-browser",
    "title": "jev-agent-browser",
    "summary": "Fast, bounded browser agents powered by Jev and agent-browser — typed actions, research, classification, and safe orchestration.",
    "summary_zh": "由 Jev 驱动的快速有界浏览器智能体：类型化动作、调研、分类与安全编排。",
    "zh_machine": true,
    "url": "https://github.com/forvela/jev-agent-browser",
    "kind": "project",
    "patterns": [
      "classification",
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "forvela",
      "url": "https://github.com/forvela"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/decision.js",
      "matched": [
        "api.typesafe.ai",
        "@typesafe-ai/sdk",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevkit",
    "title": "jevkit",
    "summary": "Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay",
    "summary_zh": "用 Rust 写的快速 CLI：类型化决策，付费之前先离线 lint。",
    "zh_machine": true,
    "url": "https://github.com/ariel-frischer/jevkit",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ariel-frischer",
      "url": "https://github.com/ariel-frischer"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/auth.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-git",
    "title": "jev-git",
    "summary": "Sub-second Git pre-commit & pre-push semantic reflex gate powered by TypeSafe AI Jev",
    "summary_zh": "亚秒级的 Git pre-commit / pre-push 语义反射闸门。",
    "zh_machine": true,
    "url": "https://github.com/AkashPriyadarshii/jev-git",
    "kind": "plugin",
    "patterns": [
      "tool-selection",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "akashpriyadarshii",
      "url": "https://github.com/akashpriyadarshii"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/main.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-korean-benchmark",
    "title": "jev-korean-benchmark",
    "summary": "Reproducible early-access evaluation of Jev on Korean understanding and medical text, with runtime and cost evidence",
    "summary_zh": "可复现的早期访问评测：Jev 在韩语理解与医学文本上的表现，附运行时与成本证据。",
    "zh_machine": true,
    "url": "https://github.com/mahlernim/jev-korean-benchmark",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mahlernim",
      "url": "https://github.com/mahlernim"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "unknown",
    "evidence": {
      "path": "jevbench/medqa_run.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "tripwire",
    "title": "tripwire",
    "summary": "Judge every LLM response before the user sees it. AI SDK middleware and OpenAI-compatible proxy.",
    "summary_zh": "在用户看到之前先审判每一条 LLM 响应。提供 AI SDK middleware 与 OpenAI 兼容代理。",
    "zh_machine": true,
    "url": "https://github.com/noelzappy/tripwire",
    "kind": "integration",
    "patterns": [
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "noelzappy",
      "url": "https://github.com/noelzappy"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/judge/jev.ts",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "invalidate",
    "title": "invalidate",
    "summary": "The invalidation layer for AI memory. Every fact gets a lease; new evidence ends it. Built on TypeSafe Jev.",
    "summary_zh": "AI 记忆的失效层：每条事实都有租期，新证据会终结它。",
    "zh_machine": true,
    "url": "https://github.com/chopratejas/invalidate",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "chopratejas",
      "url": "https://github.com/chopratejas"
    },
    "has_code": true,
    "stars": 15,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "evals/screen_matrix.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jselect",
    "title": "jselect",
    "summary": "Useful evidence for your AI, within a token budget. A fast, source-linked context selector for files, records, and agents.",
    "summary_zh": "在 token 预算内给 AI 挑出有用证据：快速、带来源链接的上下文选择器。",
    "zh_machine": true,
    "url": "https://github.com/keltokhy/jselect",
    "kind": "project",
    "patterns": [
      "context-compaction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "keltokhy",
      "url": "https://github.com/keltokhy"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jselect/judge.py",
      "matched": [
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "agent-router",
    "title": "agent-router",
    "summary": "CLI that picks Cursor, Claude Code, Codex, or OpenCode + model/effort for a task, then launches it. Powered by Jev and Herdr",
    "summary_zh": "CLI：为一个任务挑选编程智能体与模型／推理强度，然后启动它。",
    "zh_machine": true,
    "url": "https://github.com/nidhi-singh02/agent-router",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nidhi-singh02",
      "url": "https://github.com/nidhi-singh02"
    },
    "has_code": true,
    "stars": 63,
    "repo_license": "MIT",
    "evidence": {
      "path": "packages/router/src/semantic/typesafe-client.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevlint",
    "title": "jevlint",
    "summary": "Configurable semantic linting powered by Jev, with file-level NOUL judgments and a magic-strings plugin.",
    "summary_zh": "可配置的语义 lint，带文件级 NOUL 判断与一个「魔法字符串」插件。",
    "zh_machine": true,
    "url": "https://github.com/iamtoomas/JevLint",
    "kind": "plugin",
    "patterns": [
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "huntedman",
      "url": "https://github.com/huntedman"
    },
    "has_code": true,
    "stars": 11,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev-client.ts",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-gateway",
    "title": "jev-gateway",
    "summary": "An easy way to use jev with your coding agent for tool calling reasoning",
    "summary_zh": "把 Jev 接进编程智能体，用于工具调用的推理判断。",
    "zh_machine": true,
    "url": "https://github.com/vinilana/jev-gateway",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "vinilana",
      "url": "https://github.com/vinilana"
    },
    "has_code": true,
    "stars": 121,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-cli",
    "title": "typesafe-cli",
    "summary": "Ask Jev typed questions from the shell: noul, choice, and score answers as numbers, not prose",
    "summary_zh": "在 shell 里向 Jev 提类型化问题：noul、choice、score 都以数字返回，而不是散文。",
    "zh_machine": true,
    "url": "https://github.com/y0usaf/typesafe-cli",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "y0usaf",
      "url": "https://github.com/y0usaf"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/cli.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-dsh-decision",
    "title": "jev-dsh-decision",
    "summary": "Jev DSH 决策引擎｜面向 Agent Harness 的结构化决策插件。原生支持 DeepSeek Harness，通过 iPolloWork 支持 OpenCode、Codex Harness。",
    "summary_zh": "Jev DSH 决策引擎：面向 Agent Harness 的结构化决策插件，原生支持 DeepSeek Harness。",
    "zh_machine": true,
    "url": "https://github.com/Devin-AXIS/jev-dsh-decision",
    "kind": "plugin",
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    "zh_machine": true,
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    "title": "live-jev",
    "summary": "2D autonomous car simulation in the browser, driven by TypeSafe's Jev decision model",
    "summary_zh": "浏览器里的 2D 自动驾驶仿真，由 Jev 决策模型驱动。",
    "zh_machine": true,
    "url": "https://github.com/vinilana/live-jev",
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    "summary": "A playground for experiments around Jev, TypeSafe's System One model.",
    "summary_zh": "围绕 Jev 做实验的 playground。",
    "zh_machine": true,
    "url": "https://github.com/markjaquith/typesafe-ai-playground",
    "kind": "project",
    "patterns": [
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    ],
    "platforms": [
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    "author": {
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    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
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      "read_on": "2026-09-22"
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    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
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    "slug": "jevals",
    "title": "jevals",
    "summary": "Agent evals and guardrails as Jev decisions: one request per trace, a fraction of a cent, fast enough for the agent loop. Runs locally with Kev or Laya.",
    "summary_zh": "把智能体评测与护栏做成 Jev 决策：每条 trace 一次请求，成本不到一美分的零头。",
    "zh_machine": true,
    "url": "https://github.com/openlayer-ai/jevals",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
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    ],
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      "url": "https://github.com/openlayer-ai"
    },
    "has_code": true,
    "stars": 53,
    "repo_license": "MIT",
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        "/v1/systemone"
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      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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    "license": "CC0-1.0",
    "languages": [
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    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
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    "slug": "robojev",
    "title": "robojev",
    "summary": "Two-stage JEV control of a Franka Panda in MuJoCo",
    "summary_zh": "在 MuJoCo 里对 Franka Panda 做两阶段 JEV 控制。",
    "zh_machine": true,
    "url": "https://github.com/lykycy123/RoboJEV",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
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      "url": "https://github.com/lykycy123"
    },
    "has_code": true,
    "stars": 29,
    "repo_license": "Apache-2.0",
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        "jev-1.13",
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      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    "languages": [
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    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "legalforecastbench",
    "title": "legalforecastbench",
    "summary": "LegalForecast-MTD benchmark alpha and official evaluation workflows",
    "summary_zh": "LegalForecast-MTD 基准 alpha 版与官方评测流程。",
    "zh_machine": true,
    "url": "https://github.com/johnhughes3/LegalForecastBench",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
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    ],
    "author": {
      "name": "johnhughes3",
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    },
    "has_code": true,
    "stars": 5,
    "repo_license": "Apache-2.0",
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        "typesafe_sdk",
        "typesafe-ai/jev"
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    "languages": [
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    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
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    "slug": "diffjury",
    "title": "diffjury",
    "summary": "DiffJury — TypeSafe Jev PR risk router + code review coach",
    "summary_zh": "PR 风险路由器兼代码审查教练。",
    "zh_machine": true,
    "url": "https://github.com/raihankhan-rk/diffjury",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
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    ],
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      "url": "https://github.com/raihankhan-rk"
    },
    "has_code": true,
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    "evidence": {
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        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    "languages": [
      "typescript"
    ],
    "flags": [
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    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
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    "title": "pi-typesafe-jev",
    "summary": "A pi extension that exposes TypeSafe (Jev, System One) judgments as five pi tools, so a model can make narrow semantic judgments while your code and your users keep control of thresholds, weights, and actions.",
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    "zh_machine": true,
    "url": "https://github.com/legacybridge-tech/pi-typesafe-jev",
    "kind": "plugin",
    "patterns": [
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      "content-scoring",
      "human-escalation"
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    },
    "has_code": true,
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    "evidence": {
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      "matched": [
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        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
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    ],
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    ],
    "checked": "2026-09-22",
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  },
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    "slug": "jev-judgment",
    "title": "jev-judgment",
    "summary": "Agent Skill: send closed coding-agent judgments to TypeSafe Jev",
    "summary_zh": "Agent 技能：把编程智能体的封闭式判断交给 Jev。",
    "zh_machine": true,
    "url": "https://github.com/HyunjunJeon/jev-judgment",
    "kind": "plugin",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
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    ],
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      "url": "https://github.com/hyunjunjeon"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
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        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
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    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "limpet",
    "title": "limpet",
    "summary": "A Stop hook that stops your coding agent from stopping too early. Plain-language rules, judged by jev.",
    "summary_zh": "一个 Stop 钩子，阻止编程智能体过早收工 —— 用大白话写规则，由 Jev 裁定。",
    "zh_machine": true,
    "url": "https://github.com/noplan-inc/limpet",
    "kind": "plugin",
    "patterns": [
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "noplan-inc",
      "url": "https://github.com/noplan-inc"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "limpet.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "hermes-jev-plugin",
    "title": "hermes-jev-plugin",
    "summary": "TypeSafe Jev (System One) decision tools for Hermes Agent: jev_check / jev_route / jev_score / jev_evaluate",
    "summary_zh": "给 Hermes Agent 的 Jev 决策工具：check／route／score／evaluate 四件套。",
    "zh_machine": true,
    "url": "https://github.com/ajensenwaud/hermes-jev-plugin",
    "kind": "plugin",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ajensenwaud",
      "url": "https://github.com/ajensenwaud"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-system-one",
    "title": "jev-system-one",
    "summary": "A polished OpenAI + TypeSafe Jev terminal interface for answers with transparent decision reports",
    "summary_zh": "打磨过的终端界面，输出答案的同时给出透明的决策报告。",
    "zh_machine": true,
    "url": "https://github.com/haseeb-heaven/jev-system-one",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "haseeb-heaven",
      "url": "https://github.com/haseeb-heaven"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_system_one/jev.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-skill-router",
    "title": "typesafe-skill-router",
    "summary": "TypeSafe (Jev) skill routing for Hermes Agent: names the one skill worth loading, before the model call. Opt-in, stdlib only, ~$0.001 per routed turn.",
    "summary_zh": "给 Hermes Agent 的技能路由：在模型调用之前，指出唯一值得加载的那个技能。",
    "zh_machine": true,
    "url": "https://github.com/DECRUX9812/typesafe-skill-router",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "decrux9812",
      "url": "https://github.com/decrux9812"
    },
    "has_code": true,
    "stars": 12,
    "repo_license": "MIT",
    "evidence": {
      "path": "typesafe_router/client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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    "languages": [
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    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-playground",
    "title": "typesafe-playground",
    "summary": "Interactive experiments with TypeSafe Jev, from support routing to 3D driving simulations with real AI decisions and visible sensor inputs.",
    "summary_zh": "围绕 Jev 的交互式实验，从工单路由到带真实 AI 决策的 3D 驾驶仿真。",
    "zh_machine": true,
    "url": "https://github.com/kavehmz/typesafe-playground",
    "kind": "project",
    "patterns": [
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    ],
    "platforms": [
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    "author": {
      "name": "kavehmz",
      "url": "https://github.com/kavehmz"
    },
    "has_code": true,
    "stars": 11,
    "repo_license": "unknown",
    "evidence": {
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      "matched": [
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        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevframe",
    "title": "jevframe",
    "summary": "Semantic AI for pandas and Polars: classify text, analyze sentiment, and score DataFrame rows with natural-language questions and full probabilities using TypeSafe Jev.",
    "summary_zh": "给 pandas 和 Polars 的语义 AI：用自然语言问题对 DataFrame 的行做分类、情感分析与打分。",
    "zh_machine": true,
    "url": "https://github.com/ktaletsk/jevframe",
    "kind": "project",
    "patterns": [
      "classification",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ktaletsk",
      "url": "https://github.com/ktaletsk"
    },
    "has_code": true,
    "stars": 12,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jevframe/_engine.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-certify",
    "title": "jev-certify",
    "summary": "Finite-sample guarantees for Jev (TypeSafe's System One). Conformal risk control turns calibrated probabilities into certified routing thresholds; prediction-powered inference audits them. 2,412 decisions on CLINC150 for $0.23 — including the shift and prevalence cases where the guarantee break",
    "summary_zh": "给 Jev 的有限样本保证：用保形风险控制把校准概率转成可证的约束。",
    "zh_machine": true,
    "url": "https://github.com/nikkoxgonzales/jev-certify",
    "kind": "benchmark",
    "patterns": [
      "tool-selection",
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nikkoxgonzales",
      "url": "https://github.com/nikkoxgonzales"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_certify/analysis.py",
      "matched": [
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "vgi-typesafe",
    "title": "vgi-typesafe",
    "summary": "A VGI worker exposing TypeSafe System One questions (choice, noul, score) to DuckDB/SQL as LATERAL-joinable table functions",
    "summary_zh": "一个 VGI worker，把 System One 的 choice／noul／score 以可 LATERAL 连接的表函数形式暴露给 DuckDB／SQL。",
    "zh_machine": true,
    "url": "https://github.com/Query-farm/vgi-typesafe",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "query-farm",
      "url": "https://github.com/query-farm"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "vgi_typesafe/typesafe_api.py",
      "matched": [
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-logtriage",
    "title": "jev-logtriage",
    "summary": "Jev decides whether a batch of logs is worth acting on. Typed questions, confidence gates, nothing executed.",
    "summary_zh": "由 Jev 判断一批日志是否值得处理：类型化问题、置信闸门，不执行任何动作。",
    "zh_machine": true,
    "url": "https://github.com/jyatesdotdev/jev-logtriage",
    "kind": "project",
    "patterns": [
      "classification",
      "safety-gating",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jyatesdotdev",
      "url": "https://github.com/jyatesdotdev"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "logtriage/cli.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-jev-context",
    "title": "pi-jev-context",
    "summary": "Model performance first. Token savings second. A Pi extension with freshness-aware read dedupe, Jev log filtering, and searchable verbatim recall. Keeps existing message history intact.",
    "summary_zh": "一个 Pi 扩展：感知新鲜度的读取去重、Jev 日志过滤，模型表现优先、省 token 其次。",
    "zh_machine": true,
    "url": "https://github.com/Nyarlathoteppppp/pi-jev-context",
    "kind": "plugin",
    "patterns": [
      "context-compaction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nyarlathoteppppp",
      "url": "https://github.com/nyarlathoteppppp"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "MIT",
    "evidence": {
      "path": "bench/experimental/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "wakegate",
    "title": "wakegate",
    "summary": "Ask Jev whether a sleeping agent's wakeup is worth a full LLM turn before you resume it. A fail-open wake gate for long-running agents on Workers, Durable Objects and Node.",
    "summary_zh": "在唤醒一个休眠智能体之前，先问 Jev 这次唤醒是否值得一次完整的 LLM 轮次。失败时默认放行。",
    "zh_machine": true,
    "url": "https://github.com/shitianfang/wakegate",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shitianfang",
      "url": "https://github.com/shitianfang"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/index.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "hippo-memory",
    "title": "hippo-memory",
    "summary": "Biologically-inspired memory for AI agents. Decay, retrieval strengthening, consolidation. Zero runtime deps, SQLite, MCP. Benchmarked retrieval with an opt-in TypeSafe Jev reranker.",
    "summary_zh": "受生物启发的智能体记忆：衰减、检索强化与巩固。零运行时依赖，基于 SQLite。",
    "zh_machine": true,
    "url": "https://github.com/kitfunso/hippo-memory",
    "kind": "benchmark",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kitfunso",
      "url": "https://github.com/kitfunso"
    },
    "has_code": true,
    "stars": 752,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/rerankers/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "formanator",
    "title": "formanator",
    "summary": "Submit Forma <https://joinforma.com> benefit claims from the command line and Model Context Protocol (MCP) clients, with support for AI-powered receipt analysis with an LLM or Jev",
    "summary_zh": "从命令行和 MCP 客户端提交福利报销单。",
    "zh_machine": true,
    "url": "https://github.com/timrogers/formanator",
    "kind": "plugin",
    "patterns": [
      "output-validation",
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "timrogers",
      "url": "https://github.com/timrogers"
    },
    "has_code": true,
    "stars": 99,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/typesafe.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-foundation-models",
    "title": "jev-foundation-models",
    "summary": "A lightweight, native Swift 6 bridge integrating TypeSafe AI's Jev System One decision model into Apple's Foundation Models framework.",
    "summary_zh": "轻量的原生 Swift 6 桥接，把 Jev 接入 Apple 的 Foundation Models。",
    "zh_machine": true,
    "url": "https://github.com/peterfriese/jev-foundation-models",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "peterfriese",
      "url": "https://github.com/peterfriese"
    },
    "has_code": true,
    "stars": 13,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "Sources/JevFoundationModels/JevLanguageModel.swift",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "swift"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "soupbase",
    "title": "soupbase",
    "summary": "Jev x 海龟汤",
    "summary_zh": "Jev 版海龟汤。",
    "zh_machine": true,
    "url": "https://github.com/spoonnotfound/soupbase",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "spoonnotfound",
      "url": "https://github.com/spoonnotfound"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/server/config.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "swift-typesafe",
    "title": "swift-typesafe",
    "summary": "Unofficial Swift SDK for TypeSafe",
    "summary_zh": "非官方 Swift SDK。",
    "zh_machine": true,
    "url": "https://github.com/ainame/swift-typesafe",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ainame",
      "url": "https://github.com/ainame"
    },
    "has_code": true,
    "stars": 14,
    "repo_license": "MIT",
    "evidence": {
      "path": "Sources/TypeSafe/TypeSafeClient.swift",
      "matched": [
        "api.typesafe.ai",
        "typesafe_sdk",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "swift"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "progressgate",
    "title": "progressgate",
    "summary": "Detect semantic stagnation in AI agent loops",
    "summary_zh": "检测 AI 智能体循环中的语义停滞。",
    "zh_machine": true,
    "url": "https://github.com/AshutoshVJTI/progressgate",
    "kind": "project",
    "patterns": [
      "classification",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ashutoshvjti",
      "url": "https://github.com/ashutoshvjti"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "experiments/jev-client.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-t-rex-runner",
    "title": "jev-t-rex-runner",
    "summary": "Chrome dino game played by Typesafe AI Jev model",
    "summary_zh": "由 Jev 模型来玩 Chrome 恐龙小游戏。",
    "zh_machine": true,
    "url": "https://github.com/joshlarsen/jev-t-rex-runner",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "joshlarsen",
      "url": "https://github.com/joshlarsen"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "BSD-3-Clause",
    "evidence": {
      "path": "server/decision-service.mjs",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pagegrade",
    "title": "pagegrade",
    "summary": "Grade page sections for clarity, writing and on-page SEO. WXT + TypeSafe AI Jev.",
    "summary_zh": "给页面各区块的清晰度、文案与页面 SEO 打分。",
    "zh_machine": true,
    "url": "https://github.com/kitze/pagegrade",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kitze",
      "url": "https://github.com/kitze"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/jev.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "tiptour-macos",
    "title": "tiptour-macos",
    "summary": "Open-Source fast local computer use",
    "summary_zh": "开源的快速本地 computer use。",
    "zh_machine": true,
    "url": "https://github.com/milind-soni/tiptour-macos",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "milind-soni",
      "url": "https://github.com/milind-soni"
    },
    "has_code": true,
    "stars": 644,
    "repo_license": "unknown",
    "evidence": {
      "path": "TipTour/Jev/JevClient.swift",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "flags": [
      "no-license"
    ],
    "languages": [
      "swift"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "xtags",
    "title": "xtags",
    "summary": "在 X 的时间线上，给每条帖子标出它想让你干什么。判断来自 Jev，一个只返回概率、不生成文本的模型。",
    "summary_zh": "在 X 的时间线上，给每条帖子标出它想让你干什么 —— 判断来自只返回概率、不生成文本的 Jev。",
    "zh_machine": true,
    "url": "https://github.com/manifoldor/xtags",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "manifoldor",
      "url": "https://github.com/manifoldor"
    },
    "has_code": true,
    "stars": 10,
    "repo_license": "MIT",
    "evidence": {
      "path": "extension/service.js",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-skill-gate",
    "title": "jev-skill-gate",
    "summary": "Cut Claude Code's skill manifest by ~75% with TypeSafe Jev. Scores every installed skill for relevance and hides the rest via skillOverrides — 12,750 → 3,185 tokens on a 217-skill install, for $0.0009 a session.",
    "summary_zh": "用 Jev 把 Claude Code 的技能清单削减约 75%：给每个已安装技能打相关性分，其余隐藏。",
    "zh_machine": true,
    "url": "https://github.com/ShivamPansuriya/jev-skill-gate",
    "kind": "plugin",
    "patterns": [
      "search-ranking",
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shivampansuriya",
      "url": "https://github.com/shivampansuriya"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.mjs",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "omp-jev-compaction",
    "title": "omp-jev-compaction",
    "summary": "Verbatim Jev-scored context reduction for omp, over TypeSafe or OpenRouter",
    "summary_zh": "给 omp 做的逐字保留式 Jev 打分上下文削减。",
    "zh_machine": true,
    "url": "https://github.com/jerryfane/omp-jev-compaction",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "context-compaction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jerryfane",
      "url": "https://github.com/jerryfane"
    },
    "has_code": true,
    "stars": 8,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/vendor/fast-jev/request.ts",
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        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jegrep",
    "title": "jegrep",
    "summary": "Semantic grep: find code by describing what you're looking for, powered by Jev.",
    "summary_zh": "语义 grep：用描述来找代码。",
    "zh_machine": true,
    "url": "https://github.com/can1357/jegrep",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "can1357",
      "url": "https://github.com/can1357"
    },
    "has_code": true,
    "stars": 76,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
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      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "daf-jev",
    "title": "daf-jev",
    "summary": "daf-jev: composable Python toolkit for TypeSafe's Jev (System One) decision API — question builders, confidence gates, evaluator, calibration, CLI, MCP server, agent skill",
    "summary_zh": "可组合的 Python 工具包：问题构造器、置信闸门等。",
    "zh_machine": true,
    "url": "https://github.com/docxology/daf-jev",
    "kind": "plugin",
    "patterns": [
      "safety-gating",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "docxology",
      "url": "https://github.com/docxology"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/daf_jev/client.py",
      "matched": [
        "jev-latest",
        "/v1/systemone",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "smartmoney-cub",
    "title": "smartmoney-cub",
    "summary": "Read-only trading journal and review harness: Jev typed judgments, agent integration, and a reproducible finance benchmark. No orders, no advice.",
    "summary_zh": "只读的交易日志与复盘 harness：Jev 类型化判断、智能体集成，以及一个可复现的金融基准。",
    "zh_machine": true,
    "url": "https://github.com/myc0576/SmartMoney-Cub",
    "kind": "benchmark",
    "patterns": [
      "tool-selection",
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "myc0576",
      "url": "https://github.com/myc0576"
    },
    "has_code": true,
    "stars": 26,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/smartmoney_cub_harness/jev/direct.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-macos-loop",
    "title": "jev-macos-loop",
    "summary": "Open-source macOS AI computer use and native GUI automation on Apple silicon. Jev + OmniParser CoreML + Apple Vision OCR. Bring your own OpenRouter, Vercel AI Gateway, or TypesafeAI token.",
    "summary_zh": "开源的 macOS computer use 与原生 GUI 自动化，运行在 Apple 芯片上。",
    "zh_machine": true,
    "url": "https://github.com/jcpsimmons/jev-macos-loop",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "safety-gating",
      "data-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jcpsimmons",
      "url": "https://github.com/jcpsimmons"
    },
    "has_code": true,
    "stars": 19,
    "repo_license": "AGPL-3.0",
    "evidence": {
      "path": "src/providers.mjs",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "typesafe/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "vexjoy-agent",
    "title": "vexjoy-agent",
    "summary": "VexJoy AI Agent with Jev Intelligent Routing - /do routes plain-English requests to the right specialist agent and gates the work with reviews, tests, and a learning loop.",
    "summary_zh": "带 Jev 智能路由的 AI 智能体：把大白话请求分派给合适的专家智能体。",
    "zh_machine": true,
    "url": "https://github.com/notque/vexjoy-agent",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "notque",
      "url": "https://github.com/notque"
    },
    "has_code": true,
    "stars": 423,
    "repo_license": "MIT",
    "evidence": {
      "path": "plugins/jev-auto-compact/hooks/jev-auto-compact.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-browser-skill",
    "title": "jev-browser-skill",
    "summary": "Let Jev, TypeSafe's ~100ms decision model, drive your browser. A plug-and-play skill for Claude Code and Codex.",
    "summary_zh": "让约 100 毫秒的 Jev 决策模型驱动你的浏览器 —— 给 Claude Code 和 Codex 的即插即用技能。",
    "zh_machine": true,
    "url": "https://github.com/zurfyx/jev-browser-skill",
    "kind": "plugin",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zurfyx",
      "url": "https://github.com/zurfyx"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/jev.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-mail-classifier",
    "title": "jev-mail-classifier",
    "summary": "Classify your inbox with Jev (TypeSafe's System One model) — tag, move, flag, and notify, all config-driven.",
    "summary_zh": "用 Jev 给收件箱分类：打标、移动、标记、通知，全部配置驱动。",
    "zh_machine": true,
    "url": "https://github.com/parth-kp/jev-mail-classifier",
    "kind": "project",
    "patterns": [
      "classification",
      "tool-selection",
      "intent-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "parth-kp",
      "url": "https://github.com/parth-kp"
    },
    "has_code": true,
    "stars": 14,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_mail/providers/typesafe_direct.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-oas-sentinel",
    "title": "jev-oas-sentinel",
    "summary": "Catch breaking API behavior hidden in OpenAPI prose with deterministic checks and TypeSafe JEV System One semantic review.",
    "summary_zh": "用确定性检查加 Jev 语义判断，揪出藏在 OpenAPI 描述文字里的破坏性变更。",
    "zh_machine": true,
    "url": "https://github.com/ShuhanSun/jev-oas-sentinel",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shuhansun",
      "url": "https://github.com/shuhansun"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/jev_oas_sentinel/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-voice",
    "title": "jev-voice",
    "summary": "Talk to your Mac. Local whisper.cpp + one Jev (TypeSafe) call per command + macOS automation.",
    "summary_zh": "对你的 Mac 说话：本地 whisper.cpp + 每条命令一次 Jev 调用 + macOS 自动化。",
    "zh_machine": true,
    "url": "https://github.com/kevinbadi/jev-voice",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kevinbadi",
      "url": "https://github.com/kevinbadi"
    },
    "has_code": true,
    "stars": 68,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_voice/config.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-ra",
    "title": "jev-ra",
    "summary": "Browser use for coding agents, 3-5x faster than browser-use. MCP server + CLI; TypeSafe Jev decides every step in ~300 ms.",
    "summary_zh": "给编程智能体的浏览器操作，号称比 browser-use 快 3–5 倍：每一步由 Jev 决策。",
    "zh_machine": true,
    "url": "https://github.com/brnyxx/jev-ra",
    "kind": "plugin",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "brnyxx",
      "url": "https://github.com/brnyxx"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_ra/config.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-lint",
    "title": "jev-lint",
    "summary": "lint text in code by jev scorerer",
    "summary_zh": "用 Jev 打分器给代码中的文本做 lint。",
    "zh_machine": true,
    "url": "https://github.com/mizchi/jev-lint",
    "kind": "project",
    "patterns": [
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mizchi",
      "url": "https://github.com/mizchi"
    },
    "has_code": true,
    "stars": 70,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "compact-adviser",
    "title": "compact-adviser",
    "summary": "\"Work appears completed or recorded. Run /compact to save tokens.\"",
    "summary_zh": "判断工作是否已完成或已记录，据此提示运行上下文压缩。",
    "zh_machine": true,
    "url": "https://github.com/kunchenguid/compact-adviser",
    "kind": "project",
    "patterns": [
      "context-compaction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kunchenguid",
      "url": "https://github.com/kunchenguid"
    },
    "has_code": true,
    "stars": 174,
    "repo_license": "MIT",
    "evidence": {
      "path": "packages/claude-mod/lib/judge.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "litellm",
    "title": "litellm",
    "summary": "The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]",
    "summary_zh": "高性能 AI 网关：Rust 内核加 Python SDK，以 OpenAI 或原生格式调用上百种 LLM API。",
    "zh_machine": true,
    "url": "https://github.com/BerriAI/litellm",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "berriai",
      "url": "https://github.com/berriai"
    },
    "has_code": true,
    "stars": 59374,
    "repo_license": "unknown",
    "evidence": {
      "path": "litellm/proxy/guardrails/guardrail_hooks/typesafe/typesafe.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-desktop",
    "title": "jev-desktop",
    "summary": "TypeSafe Jev action selection inside Codex Computer Use",
    "summary_zh": "在 Codex Computer Use 内部做动作选择。",
    "zh_machine": true,
    "url": "https://github.com/yikangy873-gif/jev-desktop",
    "kind": "plugin",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "yikangy873-gif",
      "url": "https://github.com/yikangy873-gif"
    },
    "has_code": true,
    "stars": 60,
    "repo_license": "MIT",
    "evidence": {
      "path": "plugins/jev-desktop/scripts/bridge-server.mjs",
      "matched": [
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-reflex-autonomy-lab",
    "title": "jev-reflex-autonomy-lab",
    "summary": "Multi-drone autonomy lab demonstrating TypeSafe Jev reflex decisions with optional System 2 strategy guidance.",
    "summary_zh": "多无人机自主实验室：展示 Jev 的反射式决策，可选叠加 System 2 战略指导。",
    "zh_machine": true,
    "url": "https://github.com/khordoo/jev-reflex-autonomy-lab",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "khordoo",
      "url": "https://github.com/khordoo"
    },
    "has_code": true,
    "stars": 15,
    "repo_license": "unknown",
    "evidence": {
      "path": "lib/reflex/jev-server.ts",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "openthai-systemone",
    "title": "openthai-systemone",
    "summary": "OpenThai-SystemOne: open Thai + English System One decision model (0.8B, 256-way slot head, Apache-2.0)",
    "summary_zh": "OpenThai-SystemOne：开源的泰语加英语 System One 决策模型。",
    "zh_machine": true,
    "url": "https://github.com/iapp-technology/openthai-systemone",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "iapp-technology",
      "url": "https://github.com/iapp-technology"
    },
    "has_code": true,
    "stars": 38,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "openthai_systemone/server.py",
      "matched": [
        "/v1/systemone",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "qwen-rlcd",
    "title": "qwen-rlcd",
    "summary": "Jev-style calibrated decision model (Choice/Score/Noul) on Qwen3.5-0.8B",
    "summary_zh": "基于 Qwen3.5-0.8B 的 Jev 风格校准决策模型（Choice／Score／Noul）。",
    "zh_machine": true,
    "url": "https://github.com/shamazharikh/qwen-rlcd",
    "kind": "alternative",
    "patterns": [
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shamazharikh",
      "url": "https://github.com/shamazharikh"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "unknown",
    "evidence": {
      "path": "scripts/bench_fork.py",
      "matched": [
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license",
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "laya-mlx",
    "title": "laya-mlx",
    "summary": "Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.",
    "summary_zh": "给 Laya 类型化决策模型的原生 MLX 运行时：短决策 7–14 毫秒，不生成文本。",
    "zh_machine": true,
    "url": "https://github.com/mizorewww/laya-mlx",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mizorewww",
      "url": "https://github.com/mizorewww"
    },
    "has_code": true,
    "stars": 4500,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "laya_mlx/agent.py",
      "matched": [
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-forge",
    "title": "jev-forge",
    "summary": "An open training and inference stack for Jev-style decision models. Train models to score dynamic candidate branches from a shared prefix, with support for high-cardinality choice, calibration, and fast batched inference.",
    "summary_zh": "面向 Jev 式决策模型的开源训练与推理栈。",
    "zh_machine": true,
    "url": "https://github.com/zwliJay/jev-forge",
    "kind": "alternative",
    "patterns": [
      "content-scoring",
      "human-escalation",
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zwlijay",
      "url": "https://github.com/zwlijay"
    },
    "has_code": true,
    "stars": 11,
    "repo_license": "unknown",
    "evidence": {
      "path": "jevforge/bench_jev.py",
      "matched": [
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license",
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-dsl",
    "title": "jev-dsl",
    "summary": "Agent-first Haskell DSL for TypeSafe's Jev judgment model: typed packets, inferred types, answers under the same labels",
    "summary_zh": "面向智能体的 Haskell DSL：类型化数据包、类型推断，答案与问题同构。",
    "zh_machine": true,
    "url": "https://github.com/inanna-malick/jev-dsl",
    "kind": "project",
    "patterns": [
      "classification",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "inanna-malick",
      "url": "https://github.com/inanna-malick"
    },
    "has_code": true,
    "stars": 7,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/curate-fixtures.py",
      "matched": [
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "haskell"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-behavior-study",
    "title": "jev-behavior-study",
    "summary": "Independent Jev 1.13.0 behavior study: report, controlled prompt experiments, raw results, and offline verification.",
    "summary_zh": "独立的 Jev 1.13.0 行为研究：报告、受控提示实验、原始结果与离线验证。",
    "zh_machine": true,
    "url": "https://github.com/RINNECODER/jev-behavior-study",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "rinnecoder",
      "url": "https://github.com/rinnecoder"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "behavior_study.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-starter",
    "title": "jev-starter",
    "summary": "Typed, policy-driven decision workflows on top of TypeSafe AI Jev: confidence routing, fallbacks, evaluation, and RAG patterns for TypeScript apps.",
    "summary_zh": "基于 Jev 的类型化、策略驱动决策工作流：置信路由、回退与评测。",
    "zh_machine": true,
    "url": "https://github.com/hamakyo/jev-starter",
    "kind": "plugin",
    "patterns": [
      "search-ranking",
      "tool-selection",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "hamakyo",
      "url": "https://github.com/hamakyo"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/providers/jev-provider.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "new-api-plugin-typesafe",
    "title": "new-api-plugin-typesafe",
    "summary": "TypeSafe AI System One (Jev) task plugin for QuantumNous/new-api — native /v1/systemone, synchronous evaluation, token billing",
    "summary_zh": "给 new-api 的 Jev 任务插件：原生 /v1/systemone、同步评估。",
    "zh_machine": true,
    "url": "https://github.com/FFatTiger/new-api-plugin-typesafe",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ffattiger",
      "url": "https://github.com/ffattiger"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "plugins/tasks/typesafe/1.1.0/plugin.js",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jod",
    "title": "jod",
    "summary": "Semantic schemas over TypeSafe's Jev — validate the state locally, then project typed answers.",
    "summary_zh": "构建在 Jev 之上的语义 schema：先在本地校验状态，再投影出类型化答案。",
    "zh_machine": true,
    "url": "https://github.com/mateonunez/jod",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mateonunez",
      "url": "https://github.com/mateonunez"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "e2e/support.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-bfs",
    "title": "jev-bfs",
    "summary": "Wikipedia link races with direct Jev ranking and a live terminal display.",
    "summary_zh": "用 Jev 直接排序来跑维基百科链接竞速，带实时终端显示。",
    "zh_machine": true,
    "url": "https://github.com/komikat/jev-bfs",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "komikat",
      "url": "https://github.com/komikat"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_bfs/core.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-quiet-ask",
    "title": "pi-quiet-ask",
    "summary": "TypeSafe Jev as the pi coding agent's quiet decision layer",
    "summary_zh": "把 Jev 作为 pi 编程智能体的安静决策层。",
    "zh_machine": true,
    "url": "https://github.com/HyunjunJeon/pi-quiet-ask",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "hyunjunjeon",
      "url": "https://github.com/hyunjunjeon"
    },
    "has_code": true,
    "stars": 10,
    "repo_license": "MIT",
    "evidence": {
      "path": "bench/src/jev_bench/providers/jev.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-triage",
    "title": "jev-triage",
    "summary": "Uses typeful jev, zero sync to pull and sync large repositories for issue triage",
    "summary_zh": "拉取并同步大型仓库以做 issue 分拣。",
    "zh_machine": true,
    "url": "https://github.com/cephalization/jev-triage",
    "kind": "project",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "cephalization",
      "url": "https://github.com/cephalization"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "apps/api/src/worker/typesafe.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-spec",
    "title": "jev-spec",
    "summary": "⚡ Catch spec drift on every commit: check your code against your Markdown specs with TypeSafe AI's Jev model.",
    "summary_zh": "每次提交都检查规格漂移：用 Jev 对照你的 Markdown 规格检查代码。",
    "zh_machine": true,
    "url": "https://github.com/nozomi-koborinai/jev-spec",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nozomi-koborinai",
      "url": "https://github.com/nozomi-koborinai"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/evaluator/jev-evaluator.ts",
      "matched": [
        "api.typesafe.ai",
        "@typesafe-ai/sdk",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "windtunnel",
    "title": "windtunnel",
    "summary": "A WebMCP benchmark, measures WebMCP against other browser-agent interfaces.",
    "summary_zh": "一个 WebMCP 基准，衡量 WebMCP 与其他浏览器智能体接口的差距。",
    "zh_machine": true,
    "url": "https://github.com/nekuda-ai/WindTunnel",
    "kind": "benchmark",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nekuda-ai",
      "url": "https://github.com/nekuda-ai"
    },
    "has_code": true,
    "stars": 76,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "experiments/jev/frozen/arms/decision-providers.mjs",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "plotveil",
    "title": "plotveil",
    "summary": "A quiet spoiler blocker for YouTube comments. One typed Jev (TypeSafe System One) Noul decision per comment; covered while checked, still covered if the check fails.",
    "summary_zh": "YouTube 评论的安静剧透拦截器：每条评论一次类型化 Noul 决策。",
    "zh_machine": true,
    "url": "https://github.com/Dearest/plotveil",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "dearest",
      "url": "https://github.com/dearest"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/evaluate-jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-agent-skill",
    "title": "jev-agent-skill",
    "summary": "Free typed judgments for AI agents: offload classify/screen/score/verify to Jev (TypeSafe System One) via OpenCode Zen. Claude Code / ZCode skill. 给AI代理省token的免费决策分流技能",
    "summary_zh": "给 AI 智能体的免费类型化判断：把分类／筛查／打分／校验卸载给 Jev。",
    "zh_machine": true,
    "url": "https://github.com/yuyang2230/jev-agent-skill",
    "kind": "plugin",
    "patterns": [
      "classification",
      "tool-selection",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "yuyang2230",
      "url": "https://github.com/yuyang2230"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev.py",
      "matched": [
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "evoke",
    "title": "evoke",
    "summary": "Software, by reflex. A sentence becomes a call of a small program, chosen by Jev, TypeSafe AI's classifier, and run only when it is sure enough. Reflexes are recipes anyone can write, share and improve. A CLI you talk to, a package manager for reflexes from git, and a TypeScript SDK.",
    "summary_zh": "反射式软件：一句话变成对一个小程序的调用，由 Jev 选择。",
    "zh_machine": true,
    "url": "https://github.com/evoke-build/evoke",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "evoke-build",
      "url": "https://github.com/evoke-build"
    },
    "has_code": true,
    "stars": 10,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "crates/evoke-adapters/src/jev.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "switchboard",
    "title": "switchboard",
    "summary": "An open-source, model-agnostic decision router for Claude Code and Codex.",
    "summary_zh": "开源、模型无关的决策路由器，面向 Claude Code 和 Codex。",
    "zh_machine": true,
    "url": "https://github.com/ruban-24/switchboard",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ruban-24",
      "url": "https://github.com/ruban-24"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "@typesafe-ai/sdk",
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-ids",
    "title": "jev-ids",
    "summary": "Blazing-Fast Token-Efficient Intrusion Detection System (IDS) based on TypeSafe's Jev",
    "summary_zh": "基于 Jev 的高速、省 token 的入侵检测系统。",
    "zh_machine": true,
    "url": "https://github.com/jev-ids/jev-ids",
    "kind": "project",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jev-ids",
      "url": "https://github.com/jev-ids"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_ids/detectors/jev.py",
      "matched": [
        "typesafe-ai/jev",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-block-android-ad",
    "title": "jev-block-android-ad",
    "summary": "JevNoiseGate filters unwanted notifications and SMS on Android. Rather than matching keywords, an LLM decides what's noise — and only what it explicitly flags is blocked. Verification codes are matched on-device and never uploaded; anything uncertain passes through.",
    "summary_zh": "Android 上的通知与短信过滤：不是匹配关键词，而是由模型判断。",
    "zh_machine": true,
    "url": "https://github.com/ufec/jev-block-android-ad",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "output-validation",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ufec",
      "url": "https://github.com/ufec"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "app/src/main/kotlin/me/ethanxu/jevnoisegate/app/ProxyProbe.kt",
      "matched": [
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "kotlin"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "discoprint",
    "title": "discoprint",
    "summary": "Classify an artist's discography by theme, mood, and lyrical complexity with Jev (TypeSafe AI), and view it as a colorful terminal dashboard",
    "summary_zh": "用 Jev 按主题、情绪与歌词复杂度给一位艺人的全部作品分类，并可视化呈现。",
    "zh_machine": true,
    "url": "https://github.com/lirantal/discoprint",
    "kind": "project",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "lirantal",
      "url": "https://github.com/lirantal"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-auto-router",
    "title": "jev-auto-router",
    "summary": "Jev Auto Router (Jev Router): experimental per-call GPT model routing for Codex via TypeSafe Jev and a local Responses proxy, with independent task verification.",
    "summary_zh": "实验性的逐次调用 GPT 模型路由，通过 Jev 与一个本地 Rescue 层为 Codex 服务。",
    "zh_machine": true,
    "url": "https://github.com/miniLV/Jev-Auto-Router",
    "kind": "plugin",
    "patterns": [
      "model-routing",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "minilv",
      "url": "https://github.com/minilv"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/jev-adapter.ts",
      "matched": [
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-canvas",
    "title": "jev-canvas",
    "summary": "Draw on a tldraw canvas with your voice and a pointing finger. Jev (TypeSafe System One) decides action, target and place in ~350 ms per spoken word.",
    "summary_zh": "用语音加手指指向在 tldraw 画布上作画：由 Jev 决定动作与目标。",
    "zh_machine": true,
    "url": "https://github.com/gaborishka/jev-canvas",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "gaborishka",
      "url": "https://github.com/gaborishka"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "server/decide.js",
      "matched": [
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-wrapped",
    "title": "jev-wrapped",
    "summary": "Telegram channel X-ray: Jev judges a year of posts, you get a card. One Cloudflare Worker.",
    "summary_zh": "Telegram 频道年度透视：Jev 评判一年的帖子，生成一张卡片，跑在一个 Cloudflare Worker 上。",
    "zh_machine": true,
    "url": "https://github.com/gaborishka/jev-wrapped",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "gaborishka",
      "url": "https://github.com/gaborishka"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "shared/jev.js",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevtown",
    "title": "jevtown",
    "summary": "Jevtown: a social network where people write and 10,000 AI personas react",
    "summary_zh": "一个社交网络：真人写帖，一万个 AI 人格来回应。",
    "zh_machine": true,
    "url": "https://github.com/gaborishka/jevtown",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "gaborishka",
      "url": "https://github.com/gaborishka"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "public/shared/jev.js",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "got-jev",
    "title": "got-jev",
    "summary": "Jev (TypeSafe AI) PoC through Game of Thrones",
    "summary_zh": "以《权力的游戏》为素材的 Jev 概念验证。",
    "zh_machine": true,
    "url": "https://github.com/phureewat29/jev-got",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "phureewat29",
      "url": "https://github.com/phureewat29"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/core/providers/TypeSafe.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "assay-001",
    "title": "assay-001",
    "summary": "ASSAY-001: independent, pre-registered verification of TypeSafe Jev's calibration and type-safety claims. Split verdict, published in full.",
    "summary_zh": "ASSAY-001：对 Jev 校准度与类型安全宣称的独立、预注册验证。",
    "zh_machine": true,
    "url": "https://github.com/jourdanlabs/assay-001",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "output-validation",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jourdanlabs",
      "url": "https://github.com/jourdanlabs"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "harness/run.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-resilience",
    "title": "jev-resilience",
    "summary": "Non-blocking Spring Boot Starter for Spring WebFlux that implements a Semantic Circuit Breaker to detect silent HTTP 200 failures using TypeSafe Jev.",
    "summary_zh": "给 Spring WebFlux 的非阻塞 Starter，实现一个语义熔断器来检测静默故障。",
    "zh_machine": true,
    "url": "https://github.com/Vicente-MD/jev-resilience",
    "kind": "plugin",
    "patterns": [
      "retry-control",
      "classification",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "vicente-md",
      "url": "https://github.com/vicente-md"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/main/java/ai/jev/resilience/client/dto/JevRequest.java",
      "matched": [
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "java"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "dsh-jev",
    "title": "dsh-jev",
    "summary": "DSH bundle that registers jev_ask for TypeSafe Jev noul, choice, and score answers.",
    "summary_zh": "注册 jev_ask 的 DSH 包，提供 noul、choice、score 三种答案。",
    "zh_machine": true,
    "url": "https://github.com/noetion/dsh-jev",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "noetion",
      "url": "https://github.com/noetion"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/client.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-calibrate",
    "title": "jev-calibrate",
    "summary": "Calibrate Jev questions against your own labels: tune criteria on labelled examples, confirm on a held-out set, get a verdict per question. Unofficial.",
    "summary_zh": "用你自己的标注数据校准 Jev 的问题：在标注样本上调 criteria，在留出集上确认。",
    "zh_machine": true,
    "url": "https://github.com/smkrv/jev-calibrate",
    "kind": "project",
    "patterns": [
      "classification",
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "smkrv",
      "url": "https://github.com/smkrv"
    },
    "has_code": true,
    "stars": 31,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/client.ts",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-rules",
    "title": "jev-rules",
    "summary": "Jev picks which of your rules apply to each prompt, so Claude only sees the ones that matter.",
    "summary_zh": "由 Jev 挑出哪些规则适用于当前提示，让模型只看到相关的那些。",
    "zh_machine": true,
    "url": "https://github.com/EliaAlberti/jev-rules",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "eliaalberti",
      "url": "https://github.com/eliaalberti"
    },
    "has_code": true,
    "stars": 46,
    "repo_license": "MIT",
    "evidence": {
      "path": "plugins/jev-rules/hooks/lib/jev.mjs",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "prompt2jev",
    "title": "prompt2jev",
    "summary": "Agent skill and CLI that turn natural language, an LLM prompt, or the code that runs one into a TypeSafe Jev decision: typed state, Choice/Score/Noul questions, and a runnable script",
    "summary_zh": "把自然语言、LLM 提示或跑提示的代码，转换成一个 Jev 决策。",
    "zh_machine": true,
    "url": "https://github.com/sumleo/prompt2jev",
    "kind": "plugin",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "sumleo",
      "url": "https://github.com/sumleo"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "skills/prompt2jev/scripts/prompt2jev.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe_sdk",
        "@typesafe-ai/sdk"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "riff",
    "title": "riff",
    "summary": "A small, fast prose linter: ruff-style rule codes for writing, backed by TypeSafe's Jev model",
    "summary_zh": "小而快的文风 linter：ruff 式的规则编码，由 Jev 支撑。",
    "zh_machine": true,
    "url": "https://github.com/scale-venture-partners/riff",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "scale-venture-partners",
      "url": "https://github.com/scale-venture-partners"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/riff/jev.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "a0-typesafe-ai",
    "title": "a0-typesafe-ai",
    "summary": "TypeSafe AI Jev judgments for Agent Zero, with typed tools and probability cards.",
    "summary_zh": "给 Agent Zero 的 Jev 判断，带类型化工具与概率卡片。",
    "zh_machine": true,
    "url": "https://github.com/3clyp50/a0-typesafe-ai",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "3clyp50",
      "url": "https://github.com/3clyp50"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "tools/typesafe_query.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe_sdk",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "askjev",
    "title": "askjev",
    "summary": "Unofficial MCP server for Jev (Typesafe AI)",
    "summary_zh": "非官方的 Jev MCP server。",
    "zh_machine": true,
    "url": "https://github.com/pZacca/askjev",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "pzacca",
      "url": "https://github.com/pzacca"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "openclaw-typesafe-ai",
    "title": "openclaw-typesafe-ai",
    "summary": "Optional typed TypeSafe AI Jev decisions for OpenClaw, with SecretRef credentials and strict API validation.",
    "summary_zh": "给 OpenClaw 的可选类型化 Jev 决策，带 SecretRef 凭据与严格的 API 校验。",
    "zh_machine": true,
    "url": "https://github.com/Olli0103/openclaw-typesafe-ai",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "olli0103",
      "url": "https://github.com/olli0103"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/client.ts",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevchess",
    "title": "jevchess",
    "summary": "Jev, TypeSafe's System One model, plays chess against any OpenRouter LLM, Stockfish and you. One-page web app with live moves, Jev's move probabilities, saved games and win rates.",
    "summary_zh": "让 Jev 与任意 OpenRouter 模型、Stockfish 或你本人下国际象棋，单页网页应用。",
    "zh_machine": true,
    "url": "https://github.com/choxos/jevchess",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "choxos",
      "url": "https://github.com/choxos"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "docs/chess-ai.js",
      "matched": [
        "typesafe/jev",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-review-action",
    "title": "jev-review-action",
    "summary": "Configurable GitHub submission review and PR classification with TypeSafe Jev. No text-generation model.",
    "summary_zh": "可配置的 GitHub 提交审查与 PR 分类，不使用任何文本生成模型。",
    "zh_machine": true,
    "url": "https://github.com/fatwang2/jev-review-action",
    "kind": "project",
    "patterns": [
      "classification",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "fatwang2",
      "url": "https://github.com/fatwang2"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.mjs",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "typesafe/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-column-race",
    "title": "jev-column-race",
    "summary": "Jev vs Gemini 3.8 Flash: labelling 1,000 app reviews, 4.1× faster and 7× cheaper",
    "summary_zh": "Jev 对比一个轻量 LLM：标注 1000 条应用评论，快 4.1 倍、便宜 7 倍。",
    "zh_machine": true,
    "url": "https://github.com/goodrahstar/jev-column-race",
    "kind": "project",
    "patterns": [
      "classification",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "goodrahstar",
      "url": "https://github.com/goodrahstar"
    },
    "has_code": true,
    "stars": 22,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/racers.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-packs",
    "title": "jev-packs",
    "summary": "Evidence-gated registry of Jev question packs — curated questions, golden cases and measured evidence for Jev-compatible decision endpoints",
    "summary_zh": "证据门控的 Jev 问题包注册表：精选问题、黄金样例与实测证据。",
    "zh_machine": true,
    "url": "https://github.com/dtduc-git/jev-packs",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "dtduc-git",
      "url": "https://github.com/dtduc-git"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "CC0-1.0",
    "evidence": {
      "path": "scripts/refresh.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-feels",
    "title": "jev-feels",
    "summary": "Semantic decisions as ordinary Ruby — feels?, decide, score, Rails validations and pattern matching powered by Jev",
    "summary_zh": "把语义决策变成普通 Ruby —— feels?、decide、score，以及 Rails 校验与模式匹配。",
    "zh_machine": true,
    "url": "https://github.com/Qew7/jev-feels",
    "kind": "project",
    "patterns": [
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "qew7",
      "url": "https://github.com/qew7"
    },
    "has_code": true,
    "stars": 8,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/jev/client.rb",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "ruby"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-sift",
    "title": "jev-sift",
    "summary": "Classify first. Read selectively. A portable agent plugin and MCP tool for batch text classification.",
    "summary_zh": "先分类，再选择性阅读：可移植的批量文本分类插件与 MCP 工具。",
    "zh_machine": true,
    "url": "https://github.com/kbhuw/jev-sift",
    "kind": "plugin",
    "patterns": [
      "classification",
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kbhuw",
      "url": "https://github.com/kbhuw"
    },
    "has_code": true,
    "stars": 45,
    "repo_license": "unknown",
    "evidence": {
      "path": "dist/server.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-document-classification",
    "title": "jev-document-classification",
    "summary": "JEV Document Classification enables the rapid and cost-effective classification of text-based documents using AI, leveraging TypeSafe's \"System One\" model.",
    "summary_zh": "对文本文档做快速且低成本的分类。",
    "zh_machine": true,
    "url": "https://github.com/Charlyhno-eng/jev-document-classification",
    "kind": "project",
    "patterns": [
      "classification",
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "charlyhno-eng",
      "url": "https://github.com/charlyhno-eng"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "server/classification-cache.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "djev-spark",
    "title": "djev-spark",
    "summary": "DiffusionGemma NVFP4 structured decisions on a DGX Spark: container recipe",
    "summary_zh": "在 DGX Spark 上跑 DiffusionGemma NVFP4 结构化决策的容器配方。",
    "zh_machine": true,
    "url": "https://github.com/mmastrac/djev-spark",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mmastrac",
      "url": "https://github.com/mmastrac"
    },
    "has_code": true,
    "stars": 170,
    "repo_license": "unknown",
    "evidence": {
      "path": "scripts/long-context-probe.py",
      "matched": [
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "laya",
    "title": "laya",
    "summary": "Run Laya, the open-source Jev-compatible System-1 decision model, from Node.js / TypeScript via ONNX Runtime",
    "summary_zh": "通过 ONNX Runtime 从 Node.js／TypeScript 运行开源的 Jev 兼容 System-1 决策模型。",
    "zh_machine": true,
    "url": "https://github.com/receptron/laya",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "receptron",
      "url": "https://github.com/receptron"
    },
    "has_code": true,
    "stars": 216,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/laya.ts",
      "matched": [
        "systemOne",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "openwork",
    "title": "openwork",
    "summary": "The open-source alternative to Claude Cowork (powered by opencode)",
    "summary_zh": "某协作工具的开源替代品。",
    "zh_machine": true,
    "url": "https://github.com/different-ai/openwork",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "different-ai",
      "url": "https://github.com/different-ai"
    },
    "has_code": true,
    "stars": 23687,
    "repo_license": "unknown",
    "evidence": {
      "path": ".github/scripts/jev-test-coverage-review.mjs",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license",
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "oh-my-pi",
    "title": "oh-my-pi",
    "summary": "⌥ Coding agent with the IDE wired in",
    "summary_zh": "深度整合 IDE 的编程智能体。",
    "zh_machine": true,
    "url": "https://github.com/can1357/oh-my-pi",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "can1357",
      "url": "https://github.com/can1357"
    },
    "has_code": true,
    "stars": 32448,
    "repo_license": "MIT",
    "evidence": {
      "path": "packages/ai/src/judgment/typesafe.ts",
      "matched": [
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
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  },
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    "slug": "celesto",
    "title": "celesto",
    "summary": "Secure and persistent computer for AI agents -- build your own Grokbot, and Muse.",
    "summary_zh": "给 AI 智能体的安全持久化计算环境。",
    "zh_machine": true,
    "url": "https://github.com/CelestoAI/celesto",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "celestoai",
      "url": "https://github.com/celestoai"
    },
    "has_code": true,
    "stars": 959,
    "repo_license": "Apache-2.0",
    "evidence": {
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        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
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    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "aiavatarkit",
    "title": "aiavatarkit",
    "summary": "🥰 Building AI-based conversational avatars lightning fast ⚡️💬",
    "summary_zh": "快速构建基于 AI 的对话式虚拟形象。",
    "zh_machine": true,
    "url": "https://github.com/uezo/aiavatarkit",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "uezo",
      "url": "https://github.com/uezo"
    },
    "has_code": true,
    "stars": 678,
    "repo_license": "Apache-2.0",
    "evidence": {
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        "jev-latest",
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      "read_on": "2026-09-22"
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    "first_seen": "2026-09-22",
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    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-stock",
    "title": "jev_stock",
    "summary": "An experimental JEV-powered framework for forecasting short-term stock price direction from structured market data.",
    "summary_zh": "实验性框架：从结构化市场数据预测短期股价方向。",
    "zh_machine": true,
    "url": "https://github.com/sosopop/jev_stock",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "sosopop",
      "url": "https://github.com/sosopop"
    },
    "has_code": true,
    "stars": 12,
    "repo_license": "unknown",
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        "jev-latest",
        "/v1/systemone"
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      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "kunobi-jev",
    "title": "kunobi-jev",
    "summary": "Rust client for the TypeSafe System One API (Jev)",
    "summary_zh": "System One API 的 Rust 客户端。",
    "zh_machine": true,
    "url": "https://github.com/kunobi-ninja/kunobi-jev",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kunobi-ninja",
      "url": "https://github.com/kunobi-ninja"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "Apache-2.0",
    "evidence": {
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        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevocks",
    "title": "jevocks",
    "summary": "Everyday Stocks Status with Jev",
    "summary_zh": "用 Jev 看每日股票状态。",
    "zh_machine": true,
    "url": "https://github.com/unicodeveloper/jevocks",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "unicodeveloper",
      "url": "https://github.com/unicodeveloper"
    },
    "has_code": true,
    "stars": 16,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/lib/classify.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "padflow-jev-evals",
    "title": "padflow-jev-evals",
    "summary": "Typed-decision benchmark from PadFlow (land development SaaS): schemas, anonymized labeled rows, and a runner for confidence-calibrated models like TypeSafe Jev.",
    "summary_zh": "来自某土地开发 SaaS 的类型化决策基准：schema、匿名标注数据与运行器。",
    "zh_machine": true,
    "url": "https://github.com/zsavage8/padflow-jev-evals",
    "kind": "benchmark",
    "patterns": [
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zsavage8",
      "url": "https://github.com/zsavage8"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
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      "matched": [
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      ],
      "read_on": "2026-09-22"
    },
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "labs",
    "title": "labs",
    "summary": "Small, independent projects for experiments, research, and investigations.",
    "summary_zh": "用于实验、研究与调查的小型独立项目集。",
    "zh_machine": true,
    "url": "https://github.com/kiarina/labs",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kiarina",
      "url": "https://github.com/kiarina"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
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        "jev-latest",
        "/v1/systemone"
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      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-eval",
    "title": "jev-eval",
    "summary": "Benchmark TypeSafe Jev against any OpenRouter model on your own labelled classification data: accuracy, calibration, latency, cost",
    "summary_zh": "在你自己的标注分类数据上，把 Jev 与任意 OpenRouter 模型做基准对比：准确率与校准度。",
    "zh_machine": true,
    "url": "https://github.com/4esv/jev-eval",
    "kind": "benchmark",
    "patterns": [
      "classification",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "4esv",
      "url": "https://github.com/4esv"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "evaljev/runners.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-for-engineers",
    "title": "jev-for-engineers",
    "summary": "Eight minimal working examples of TypeSafe's Jev (a System One model) applied to mechanical and electrical engineering: CAD/CAE/CAM routing, FEM result triage, DFM screening, BOM alignment, hallucination-proof extraction. Zero dependencies.",
    "summary_zh": "八个最小可运行示例：把 Jev 用在机械与电气工程场景。",
    "zh_machine": true,
    "url": "https://github.com/Foadsf/jev-for-engineers",
    "kind": "project",
    "patterns": [
      "classification",
      "tool-selection",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "foadsf",
      "url": "https://github.com/foadsf"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev.py",
      "matched": [
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        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev",
    "title": "jev",
    "summary": "A claude code plugin for jev",
    "summary_zh": "一个 Jev 的 Claude Code 插件。",
    "zh_machine": true,
    "url": "https://github.com/BorisLeMeec/jev",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "borislemeec",
      "url": "https://github.com/borislemeec"
    },
    "has_code": true,
    "stars": 13,
    "repo_license": "MIT",
    "evidence": {
      "path": "internal/typesafe/client.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "gpt-vs-jev",
    "title": "gpt-vs-jev",
    "summary": "Compare GPT generated language with JEV structured Noul decisions on the same input.",
    "summary_zh": "在同一输入上对比 GPT 的生成式语言与 JEV 的结构化 Noul 决策。",
    "zh_machine": true,
    "url": "https://github.com/TanayPadar/gpt-vs-jev",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tanaypadar",
      "url": "https://github.com/tanaypadar"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevgo",
    "title": "jevgo",
    "summary": "Go client for TypeSafe AI's System One API (Jev), with optional Langfuse instrumentation",
    "summary_zh": "System One API 的 Go 客户端，可选接入 Langfuse 观测。",
    "zh_machine": true,
    "url": "https://github.com/fgn/jevgo",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "fgn",
      "url": "https://github.com/fgn"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "client.go",
      "matched": [
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        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-superpowers",
    "title": "jev-superpowers",
    "summary": "Systematic software development framework for AI coding agents upgraded with TypeSafe Jev System One typed decisions",
    "summary_zh": "面向 AI 编程智能体的系统化开发框架，接入了 Jev。",
    "zh_machine": true,
    "url": "https://github.com/AkashPriyadarshii/jev-superpowers",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "akashpriyadarshii",
      "url": "https://github.com/akashpriyadarshii"
    },
    "has_code": true,
    "stars": 14,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/serve-laya.py",
      "matched": [
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jeview",
    "title": "jeview",
    "summary": "An unofficial local visualizer for Jev (TypeSafe): a live view of every call your code makes. Not affiliated with TypeSafe AI.",
    "summary_zh": "非官方的本地可视化工具：实时查看你的代码发出的每一次 Jev 调用。",
    "zh_machine": true,
    "url": "https://github.com/andududu/jeview",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "andududu",
      "url": "https://github.com/andududu"
    },
    "has_code": true,
    "stars": 27,
    "repo_license": "MIT",
    "evidence": {
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      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevloop",
    "title": "jevloop",
    "summary": "The agent loop where decisions don't cost a large language model call. Zero deps, runs offline, no API key needed.",
    "summary_zh": "决策不再消耗大模型调用的智能体循环：零依赖、可离线运行。",
    "zh_machine": true,
    "url": "https://github.com/zjunlp/JevLoop",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zjunlp",
      "url": "https://github.com/zjunlp"
    },
    "has_code": true,
    "stars": 13,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "bench/compare.ts",
      "matched": [
        "api.typesafe.ai"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "memsearch",
    "title": "memsearch",
    "summary": "A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.",
    "summary_zh": "面向多个 AI 编程智能体的持久化统一记忆层。",
    "zh_machine": true,
    "url": "https://github.com/zilliztech/memsearch",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zilliztech",
      "url": "https://github.com/zilliztech"
    },
    "has_code": true,
    "stars": 2634,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/memsearch/jev_reranker.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "discern",
    "title": "discern",
    "summary": "Craft Type-Safe Uncertainty-aware semantic pattern matching, control flow, and smart procedures for Effect DecisionModel and Jev",
    "summary_zh": "类型安全、感知不确定性的语义模式匹配与控制流。",
    "zh_machine": true,
    "url": "https://github.com/doeixd/discern",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "doeixd",
      "url": "https://github.com/doeixd"
    },
    "has_code": true,
    "stars": 10,
    "repo_license": "MIT",
    "evidence": {
      "path": "examples/headline.ts",
      "matched": [
        "jev-latest",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-2048",
    "title": "jev-2048",
    "summary": "An instrumented 2048 web lab where every move is a Jev (TypeSafe AI System One) Choice, with no heuristic fallback | 用 Jev 决策模型驱动每一步的 2048 网页实验台，概率、置信度、延迟与成本全部摊开可见，且刻意不做启发式兜底",
    "summary_zh": "带插桩的 2048 网页实验：每一步都是一次 Jev Choice。",
    "zh_machine": true,
    "url": "https://github.com/ARCJ137442/jev-2048",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "arcj137442",
      "url": "https://github.com/arcj137442"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/client/api.ts",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "typesafe/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "dsh-jev-verify",
    "title": "dsh-jev-verify",
    "summary": "Jev (TypeSafe System One) decision tools + live verification benchmark for DeepSeek Harness: jev_decision (choice/score/noul) and jev_verify, honest by design.",
    "summary_zh": "给 DeepSeek Harness 的 Jev 决策工具与实时验证基准。",
    "zh_machine": true,
    "url": "https://github.com/xienda/dsh-jev-verify",
    "kind": "benchmark",
    "patterns": [
      "tool-selection",
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "xienda",
      "url": "https://github.com/xienda"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/index.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "open-spark-jev",
    "title": "open-spark-jev",
    "summary": "Open-source, local decision models inspired by TypeSafe’s Jev and System One - built on Qwen3 for NVIDIA DGX Spark.",
    "summary_zh": "受 Jev 与 System One 启发、基于 Qwen3 的开源本地决策模型。",
    "zh_machine": true,
    "url": "https://github.com/abhishek085/open-spark-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "abhishek085",
      "url": "https://github.com/abhishek085"
    },
    "has_code": true,
    "stars": 14,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "open_spark_jev/eval/speed_vs_generation.py",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "sysone-bench",
    "title": "sysone-bench",
    "summary": "First independent head-to-head benchmark of System One decision models (Laya vs Jev) on byte-identical inputs",
    "summary_zh": "首个独立的 System One 决策模型横评（Laya 对比 Jev）。",
    "zh_machine": true,
    "url": "https://github.com/instax-dutta/sysone-bench",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "instax-dutta",
      "url": "https://github.com/instax-dutta"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "runners/jev_runner.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "n8n-nodes-typesafe-jev",
    "title": "n8n-nodes-typesafe-jev",
    "summary": "n8n community node for TypeSafe Jev structured AI decisions",
    "summary_zh": "面向 Jev 结构化 AI 决策的 n8n 社区节点。",
    "zh_machine": true,
    "url": "https://github.com/n3ndor/n8n-nodes-typesafe-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "n3ndor",
      "url": "https://github.com/n3ndor"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "nodes/TypeSafeJev/transport.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "n8n-nodes-typesafe-ai",
    "title": "n8n-nodes-typesafe-ai",
    "summary": "n8n community node for the TypeSafe AI System One API — typed yes/no, choice and score questions with calibrated probabilities",
    "summary_zh": "面向 System One API 的 n8n 社区节点：类型化的是非、选择与打分问题。",
    "zh_machine": true,
    "url": "https://github.com/DomMonte/n8n-nodes-typesafe-ai",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "dommonte",
      "url": "https://github.com/dommonte"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "nodes/TypeSafeAi/constants.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-voice-control",
    "title": "jev-voice-control",
    "summary": "Control your Mac by voice. Speech → Jev (TypeSafe AI System One model) typed decisions → macOS actions. Menu-bar Swift app.",
    "summary_zh": "用语音控制 Mac：语音 → Jev 类型化决策 → macOS 自动化。",
    "zh_machine": true,
    "url": "https://github.com/chris-wozniczek/jev-voice-control",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "chris-wozniczek",
      "url": "https://github.com/chris-wozniczek"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "Sources/JevVoice/Agent/JevStepPlanner.swift",
      "matched": [
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "swift"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-skill-suggester",
    "title": "jev-skill-suggester",
    "summary": "用 TypeSafe Jev 推荐已安装 Skill / Bounded installed-skill recommendations with TypeSafe Jev. Python CLI, Codex skill, bilingual docs and live examples.",
    "summary_zh": "用 Jev 做有界的已安装技能推荐，含 Python CLI。",
    "zh_machine": true,
    "url": "https://github.com/win4r/jev-skill-suggester",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "win4r",
      "url": "https://github.com/win4r"
    },
    "has_code": true,
    "stars": 32,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/jev_client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevarena",
    "title": "jevarena",
    "summary": "JevArena — two Jev agents duel in click-only browser games (Browser Use + TypeSafe Jev)",
    "summary_zh": "JevArena：两个 Jev 智能体在仅可点击的浏览器游戏里对决。",
    "zh_machine": true,
    "url": "https://github.com/raihankhan-rk/jevarena",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "raihankhan-rk",
      "url": "https://github.com/raihankhan-rk"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/server/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "sift",
    "title": "sift",
    "summary": "Chrome extension that labels every post on X (Substance · Humor · Chit-chat · Promo · Junk · AI-written) with TypeSafe Jev, and hides the ones you don't want.",
    "summary_zh": "Chrome 扩展：给 X 上的每条帖子打标（干货／幽默／闲聊／推广／垃圾／AI 生成）。",
    "zh_machine": true,
    "url": "https://github.com/bohutang/sift",
    "kind": "plugin",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "bohutang",
      "url": "https://github.com/bohutang"
    },
    "has_code": true,
    "stars": 9,
    "repo_license": "MIT",
    "evidence": {
      "path": "background.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-playground",
    "title": "jev-playground",
    "summary": "Can a System One model steer music? Jev picks the plan (enums only); code renders sheet, audio and MIDI.",
    "summary_zh": "System One 模型能否指挥音乐？Jev 只选方案（纯枚举），由代码渲染乐谱与音频。",
    "zh_machine": true,
    "url": "https://github.com/wustep/jev-playground",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "wustep",
      "url": "https://github.com/wustep"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/planner/jev/systemOne.ts",
      "matched": [
        "api.typesafe.ai",
        "@typesafe-ai/sdk",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-assist",
    "title": "jev-assist",
    "summary": "Don't burn your expensive main model on grep-and-guess grunt work — let jev rank the whole repo, and save the main model for reading the right files and writing the right code.",
    "summary_zh": "别让昂贵的主模型干「grep 加猜」的粗活 —— 让 Jev 先把整个仓库排一遍序。",
    "zh_machine": true,
    "url": "https://github.com/glud123/jev-assist",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "glud123",
      "url": "https://github.com/glud123"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/jev.mjs",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-go",
    "title": "jev-go",
    "summary": "Unofficial Go SDK for TypeSafe AI's Jev API",
    "summary_zh": "非官方的 Jev Go SDK。",
    "zh_machine": true,
    "url": "https://github.com/guillemus/jev-go",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "guillemus",
      "url": "https://github.com/guillemus"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "jev.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "aside-jev",
    "title": "aside-jev",
    "summary": "Aside agents decide with TypeSafe Jev (System One: Choice/Score/Noul). Not a Cua binding — Jev is the model, Aside is the browser runtime.",
    "summary_zh": "让 Aside 智能体用 Jev 做决策（Choice／Score／Noul）。",
    "zh_machine": true,
    "url": "https://github.com/himomohi/aside-jev",
    "kind": "sdk",
    "patterns": [
      "tool-selection",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "himomohi",
      "url": "https://github.com/himomohi"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/aside_jev/jev.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-lm",
    "title": "jev-lm",
    "summary": "A word-level language model whose output layer is Jev: n-gram drafter, Noul chunk verification, bits-per-token eval",
    "summary_zh": "输出层就是 Jev 的词级语言模型：n-gram 起草，Noul 做分块校验。",
    "zh_machine": true,
    "url": "https://github.com/y0usaf/jev-lm",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "y0usaf",
      "url": "https://github.com/y0usaf"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "python/jev_lm/api.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-routing-experiment",
    "title": "jev-routing-experiment",
    "summary": "Benchmarking TypeSafe's Jev decision model as a cost-efficient LLM router on RouterArena",
    "summary_zh": "在 RouterArena 上把 Jev 当作低成本 LLM 路由器做基准测试。",
    "zh_machine": true,
    "url": "https://github.com/TokenTrim/jev-routing-experiment",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tokentrim",
      "url": "https://github.com/tokentrim"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "jev_router/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "computer-use-jev",
    "title": "computer-use-jev",
    "summary": "macOS computer use driven by Jev (TypeSafe System One) as the decision maker",
    "summary_zh": "以 Jev 为决策者的 macOS computer use。",
    "zh_machine": true,
    "url": "https://github.com/paulsmith/computer-use-jev",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "paulsmith",
      "url": "https://github.com/paulsmith"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "typesafe/client.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-sdk-rust",
    "title": "typesafe-sdk-rust",
    "summary": "Rust SDK for the TypeSafe AI API",
    "summary_zh": "TypeSafe AI API 的 Rust SDK。",
    "zh_machine": true,
    "url": "https://github.com/codeitlikemiley/typesafe-sdk-rust",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "codeitlikemiley",
      "url": "https://github.com/codeitlikemiley"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/client.rs",
      "matched": [
        "api.typesafe.ai",
        "typesafe_sdk",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-java",
    "title": "jev-java",
    "summary": "Idiomatic Java SDK for TypeSafe AI Jev System One decision engine",
    "summary_zh": "地道的 Java SDK，对接 System One 决策引擎。",
    "zh_machine": true,
    "url": "https://github.com/Olti1947/jev-java",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "olti1947",
      "url": "https://github.com/olti1947"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/main/java/io/github/Olti1947/jev/JevClient.java",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "java"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "robo-harness",
    "title": "robo-harness",
    "summary": "SO-101 robot-arm agent workbench: Bun/Effect coordinator, React workbench, Python LeRobot motor owner",
    "summary_zh": "SO-101 机械臂智能体工作台：Bun/Effect 协调器、React 工作台、Python 电机控制。",
    "zh_machine": true,
    "url": "https://github.com/grmkris/robo-harness",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "grmkris",
      "url": "https://github.com/grmkris"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "apps/server/src/decision/jev.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-local",
    "title": "jev-local",
    "summary": "Local Jev-compatible evaluation server: POST /v1/systemone with typed noul/choice/score, open weights, no waitlist",
    "summary_zh": "本地的 Jev 兼容评估服务：POST /v1/systemone，支持类型化的 noul／choice／score。",
    "zh_machine": true,
    "url": "https://github.com/us/jev-local",
    "kind": "alternative",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "us",
      "url": "https://github.com/us"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/jevlocal/app.py",
      "matched": [
        "/v1/systemone",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license",
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-verdict",
    "title": "pi-verdict",
    "summary": "A minimal permission gate for Pi in the style of Claude Code's auto mode",
    "summary_zh": "给 Pi 的最小权限闸门，仿照 Claude Code 的自动模式。",
    "zh_machine": true,
    "url": "https://github.com/jesset/pi-verdict",
    "kind": "plugin",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jesset",
      "url": "https://github.com/jesset"
    },
    "has_code": true,
    "stars": 8,
    "repo_license": "MIT",
    "evidence": {
      "path": "extensions/jev-adapter.ts",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "plugins",
    "title": "plugins",
    "summary": "Official curated plugins for Cline CLI and extensions",
    "summary_zh": "Cline CLI 与扩展的官方精选插件集。",
    "zh_machine": true,
    "url": "https://github.com/cline/plugins",
    "kind": "plugin",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "cline",
      "url": "https://github.com/cline"
    },
    "has_code": true,
    "stars": 31,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "plugins/jev-browser/src/jev-model.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-acp",
    "title": "jev-acp",
    "summary": "Use Jev typed decisions from any ACP (Agent Client Protocol) client or IDE",
    "summary_zh": "在任意 ACP（Agent Client Protocol）客户端或 IDE 里使用 Jev 类型化决策。",
    "zh_machine": true,
    "url": "https://github.com/formulahendry/jev-acp",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "formulahendry",
      "url": "https://github.com/formulahendry"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/engine.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "hush",
    "title": "hush",
    "summary": "Issue triage that stays quiet when it isn't sure. Calibrated labels, spam and duplicate detection — with abstention.",
    "summary_zh": "不确定时保持沉默的 issue 分拣：校准过的标签，含垃圾与重复检测。",
    "zh_machine": true,
    "url": "https://github.com/emreozyoruk/hush",
    "kind": "project",
    "patterns": [
      "classification",
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "emreozyoruk",
      "url": "https://github.com/emreozyoruk"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevplayspokemon",
    "title": "jevplayspokemon",
    "summary": "Jev plays Generation 3 Pokémon via Showdown and a real FireRed ROM.",
    "summary_zh": "让 Jev 通过 Showdown 和真实 ROM 玩第三世代宝可梦。",
    "zh_machine": true,
    "url": "https://github.com/anxkhn/JevPlaysPokemon",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "anxkhn",
      "url": "https://github.com/anxkhn"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "GPL-3.0",
    "evidence": {
      "path": "jev.js",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "luce",
    "title": "luce",
    "summary": "Luce: a recipe for calibrated decision models — a sentence about your task in, a small model that answers typed questions with honest probabilities out (init → synth → train → eval → serve)",
    "summary_zh": "Luce：一份校准决策模型的配方 —— 输入一句任务描述，产出一个小模型。",
    "zh_machine": true,
    "url": "https://github.com/scienthoon/luce",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "scienthoon",
      "url": "https://github.com/scienthoon"
    },
    "has_code": true,
    "stars": 7,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "scripts/jev_eval.mjs",
      "matched": [
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "anydecisionmodel",
    "title": "anydecisionmodel",
    "summary": "A Swift package for typed decisions from language models (probabilities, choices, and scores), with support for local MLX models and the TypeSafe Jev API.",
    "summary_zh": "一个 Swift 包：从语言模型获取类型化决策（概率、选择与分数）。",
    "zh_machine": true,
    "url": "https://github.com/mattt/AnyDecisionModel",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mattt",
      "url": "https://github.com/mattt"
    },
    "has_code": true,
    "stars": 7,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "Sources/AnyDecisionModel/Models/JevDecisionModel.swift",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "swift"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-nlgrep",
    "title": "jev-nlgrep",
    "summary": "Search code and text by meaning with natural-language grep, powered by Jev.",
    "summary_zh": "用自然语言 grep 按含义搜索代码与文本。",
    "zh_machine": true,
    "url": "https://github.com/YehuiTang0316/jev-nlgrep",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "yehuitang0316",
      "url": "https://github.com/yehuitang0316"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "@typesafe-ai/sdk",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "smoking-extraction-benchmark",
    "title": "smoking-extraction-benchmark",
    "summary": "Synthetic smoking-history extraction benchmark comparing TypeSafe Jev and OpenAI structured outputs, with reproducible accuracy, cost, and latency results.",
    "summary_zh": "合成的吸烟史抽取基准：对比 Jev 与 OpenAI 结构化输出。",
    "zh_machine": true,
    "url": "https://github.com/vclic/smoking-extraction-benchmark",
    "kind": "benchmark",
    "patterns": [
      "context-compaction",
      "data-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "vclic",
      "url": "https://github.com/vclic"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "smoking_eval/providers.py",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "codex-jev-preflight",
    "title": "codex-jev-preflight",
    "summary": "Fail-open Codex UserPromptSubmit hook that injects TypeSafe Jev pre-task routing metadata.",
    "summary_zh": "失败时放行的 Codex 钩子，在提交提示时注入 Jev 的任务前路由元数据。",
    "zh_machine": true,
    "url": "https://github.com/wellkilo/codex-jev-preflight",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "wellkilo",
      "url": "https://github.com/wellkilo"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "configure_jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe",
    "title": "typesafe",
    "summary": "TypeSafe SDK in Swift",
    "summary_zh": "Swift 版 TypeSafe SDK。",
    "zh_machine": true,
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    "checked": "2026-09-22",
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    "title": "agent-fastpath",
    "summary": "Jev MCP server: a decision layer for coding agents, built on TypeSafe Jev (System One model). Ship gates, risk checks, file triage that keeps files out of context, and a safe headless browser, with calibrated confidence. For Claude Code, Codex, Cursor.",
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    "zh_machine": true,
    "url": "https://github.com/abhishekswe/agent-fastpath",
    "kind": "plugin",
    "patterns": [
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      "tool-selection",
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    "platforms": [
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      "url": "https://github.com/abhishekswe"
    },
    "has_code": true,
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    "slug": "jev-layer",
    "title": "jev-layer",
    "summary": "Portable System-1 decision layer for agent harnesses with host-owned routing, receipts, replay, and fail-open integrations.",
    "summary_zh": "可移植的 System-1 决策层，面向智能体 harness，含宿主自控路由、凭据与回放。",
    "zh_machine": true,
    "url": "https://github.com/typakon4/jev-layer",
    "kind": "integration",
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      "tool-selection",
      "document-triage"
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    "platforms": [
      "typesafe-api"
    ],
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      "url": "https://github.com/typakon4"
    },
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    "stars": 2,
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    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "system-one-playground",
    "title": "system-one-playground",
    "summary": "Readable scripting, semantic code checks, a Go System One client, and Studio.",
    "summary_zh": "可读的脚本、语义代码检查、一个 Go System One 客户端与配套 Studio。",
    "zh_machine": true,
    "url": "https://github.com/DonaldMurillo/system-one-playground",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
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    ],
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      "url": "https://github.com/donaldmurillo"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
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        "jev-latest",
        "/v1/systemone"
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      "read_on": "2026-09-22"
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    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "tink-route",
    "title": "tink-route",
    "summary": "Dynamic, confidence-aware Agent Skill routing with TypeSafe Jev and Tink",
    "summary_zh": "动态的、感知置信度的 Agent 技能路由。",
    "zh_machine": true,
    "url": "https://github.com/jon-devlapaz/tink-route",
    "kind": "plugin",
    "patterns": [
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jon-devlapaz",
      "url": "https://github.com/jon-devlapaz"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
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        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-pii-checker",
    "title": "jev-pii-checker",
    "summary": "CLI that finds PII in text with TypeSafe Jev: presence, sensitivity, and located spans",
    "summary_zh": "用 Jev 在文本中定位 PII 的 CLI：存在性、敏感度与具体位置。",
    "zh_machine": true,
    "url": "https://github.com/coo-quack/jev-pii-checker",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "coo-quack",
      "url": "https://github.com/coo-quack"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
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      "matched": [
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        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
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    "first_seen": "2026-09-22",
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    "languages": [
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    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jear",
    "title": "jear",
    "summary": "Jev-routed client for NEAR AI Cloud inference and IronClaw agents.",
    "summary_zh": "由 Jev 路由的 NEAR AI Cloud 推理与智能体客户端。",
    "zh_machine": true,
    "url": "https://github.com/iJ03l/jear",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
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    "author": {
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      "url": "https://github.com/ij03l"
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    "has_code": true,
    "stars": 2,
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      "read_on": "2026-09-22"
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    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "doc-router",
    "title": "doc-router",
    "summary": "A Document OCR Router to help route pages based on content.",
    "summary_zh": "文档 OCR 路由器，按页面内容分流。",
    "zh_machine": true,
    "url": "https://github.com/misbahsy/doc-router",
    "kind": "project",
    "patterns": [
      "document-triage"
    ],
    "platforms": [
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    ],
    "author": {
      "name": "misbahsy",
      "url": "https://github.com/misbahsy"
    },
    "has_code": true,
    "stars": 26,
    "repo_license": "MIT",
    "evidence": {
      "path": "crates/doc-router-jev/src/wire.rs",
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        "jev-latest",
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      "read_on": "2026-09-22"
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    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-project-context",
    "title": "jev_project_context",
    "summary": "Evidence-first long-term experiment memory skill for AI coding agents, with optional Jev decision-model layers",
    "summary_zh": "面向 AI 编程智能体的证据优先长期实验记忆技能，可选接入 Jev 决策。",
    "zh_machine": true,
    "url": "https://github.com/poiuyjie/jev_project_context",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "poiuyjie",
      "url": "https://github.com/poiuyjie"
    },
    "has_code": true,
    "stars": 9,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/jev_client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jcr",
    "title": "jcr",
    "summary": "A Jev-powered resolver for agent harnesses to find deterministic commands and their context in a nested capability tree.",
    "summary_zh": "由 Jev 驱动的解析器，帮智能体 harness 在仓库里找到确定性命令及其上下文。",
    "zh_machine": true,
    "url": "https://github.com/NiazMorshed2007/jcr",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "niazmorshed2007",
      "url": "https://github.com/niazmorshed2007"
    },
    "has_code": true,
    "stars": 16,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jcr/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "hearth-jev-rental-search",
    "title": "hearth-jev-rental-search",
    "summary": "Autonomous multi-source rental search powered by TypeSafe Jev",
    "summary_zh": "由 Jev 驱动的自主多源租房搜索。",
    "zh_machine": true,
    "url": "https://github.com/Nancy-Chauhan/hearth-jev-rental-search",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nancy-chauhan",
      "url": "https://github.com/nancy-chauhan"
    },
    "has_code": true,
    "stars": 9,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_ultrafast/model.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevshield",
    "title": "jevshield",
    "summary": "Sub-100ms security gate for AI agent tool calls, powered by TypeSafe's Jev (System-1) decision model. Single-request Choice/Noul/Score evaluation, dual-factor blocking matrix, calibrated-confidence routing, fail-closed parsing, zero-config local fallback. LangChain-ready.",
    "summary_zh": "亚 100 毫秒的智能体工具调用安全闸门。",
    "zh_machine": true,
    "url": "https://github.com/lgy1027/jevshield",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
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    ],
    "author": {
      "name": "lgy1027",
      "url": "https://github.com/lgy1027"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "jevshield/client.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "crush-monitor",
    "title": "crush-monitor",
    "summary": "Crush 好感监控器：用 Jev 分析微信聊天的情绪、意图和回复表现。本机部署，使用自己的 API Key。",
    "summary_zh": "用 Jev 分析微信聊天的情绪、意图与回复表现，本机部署、自带密钥。",
    "zh_machine": true,
    "url": "https://github.com/FerryCorleone/crush-monitor",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ferrycorleone",
      "url": "https://github.com/ferrycorleone"
    },
    "has_code": true,
    "stars": 159,
    "repo_license": "MIT",
    "evidence": {
      "path": "server/analysis.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevslop",
    "title": "jevslop",
    "summary": "Jevによるnote記事のAI Slop判定サイト",
    "summary_zh": "用 Jev 判定 note 文章是否为 AI 水文的站点。",
    "zh_machine": true,
    "url": "https://github.com/TKY-27/JevSlop",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tky-27",
      "url": "https://github.com/tky-27"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-1.13",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "triagedy",
    "title": "triagedy",
    "summary": "Alert triage as a UNIX filter: JSONL security alerts in, typed decisions out. Runs on TypeSafe Jev or a local model; policy routing stays in code.",
    "summary_zh": "把告警分拣做成 UNIX 过滤器：JSONL 安全告警进，类型化决策出。",
    "zh_machine": true,
    "url": "https://github.com/m0rphtail/triagedy",
    "kind": "project",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "m0rphtail",
      "url": "https://github.com/m0rphtail"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/backends/jev.rs",
      "matched": [
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-test-filter",
    "title": "jev-test-filter",
    "summary": "Score every test against a git diff with Jev, and emit the filter arguments vitest, node:test, Playwright, cargo test and go test already understand",
    "summary_zh": "用 Jev 给每个测试相对 git diff 打分，并产出测试框架所需的过滤参数。",
    "zh_machine": true,
    "url": "https://github.com/mizchi/jev-test-filter",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mizchi",
      "url": "https://github.com/mizchi"
    },
    "has_code": true,
    "stars": 15,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "agent-chaperone",
    "title": "agent-chaperone",
    "summary": "Screens an AI agent's tool calls before they run and tool results before the agent reads them. An MCP proxy plus a hooks adapter for a client's built-in tools.",
    "summary_zh": "在智能体工具调用执行前、以及工具结果被读取前做筛查。",
    "zh_machine": true,
    "url": "https://github.com/agent-chaperone/agent-chaperone",
    "kind": "plugin",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "agent-chaperone",
      "url": "https://github.com/agent-chaperone"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "Apache-2.0",
    "evidence": {
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        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "metis",
    "title": "metis",
    "summary": "Metis: automatic GitHub issue triage powered by TypeSafe AI Jev. A reusable GitHub Action.",
    "summary_zh": "Metis：由 Jev 驱动的 GitHub issue 自动分拣，可复用的 GitHub Action。",
    "zh_machine": true,
    "url": "https://github.com/Ayush0054/metis",
    "kind": "project",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ayush0054",
      "url": "https://github.com/ayush0054"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
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        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
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      }
    ],
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    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-lab",
    "title": "jev-lab",
    "summary": "100 AI NPCs live in a tiny town. Jev chooses the next action; the world writes the story.",
    "summary_zh": "100 个 AI NPC 住在一个小镇里：Jev 选择下一步动作，世界自己写故事。",
    "zh_machine": true,
    "url": "https://github.com/jammaru/jev-lab",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jammaru",
      "url": "https://github.com/jammaru"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "apps/shogi-server/src/jev.ts",
      "matched": [
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        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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      }
    ],
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    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevguard",
    "title": "jevguard",
    "summary": "Claude Code + Codex CLI plugin that verifies the agent follows project rules through a System One (Jev) model",
    "summary_zh": "Claude Code 与 Codex CLI 插件：用 System One 判断校验智能体是否遵守项目规则。",
    "zh_machine": true,
    "url": "https://github.com/Jhonnyr97/JevGuard",
    "kind": "plugin",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jhonnyr97",
      "url": "https://github.com/jhonnyr97"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "dist/bin/jevguard-hook.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    ],
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    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev4k",
    "title": "jev4k",
    "summary": "A Kotlin DSL and client for TypeSafe's Jev model",
    "summary_zh": "Jev 的 Kotlin DSL 与客户端。",
    "zh_machine": true,
    "url": "https://github.com/pambrose/jev4k",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "pambrose",
      "url": "https://github.com/pambrose"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "Apache-2.0",
    "evidence": {
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      "matched": [
        "api.typesafe.ai",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    ],
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    "languages": [
      "kotlin"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "systemoneharness",
    "title": "systemoneharness",
    "summary": "The system one Harness for system one models",
    "summary_zh": "面向 System One 模型的 harness。",
    "zh_machine": true,
    "url": "https://github.com/HarnessRouter/SystemOneHarness",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "harnessrouter",
      "url": "https://github.com/harnessrouter"
    },
    "has_code": true,
    "stars": 100,
    "repo_license": "Apache-2.0",
    "evidence": {
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      "matched": [
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        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-studio",
    "title": "jev-studio",
    "summary": "if you're experimenting with jev it will be easier from here",
    "summary_zh": "如果你在试用 Jev，从这里开始会更省事。",
    "zh_machine": true,
    "url": "https://github.com/utk2103/jev-studio",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "utk2103",
      "url": "https://github.com/utk2103"
    },
    "has_code": true,
    "stars": 15,
    "repo_license": "MIT",
    "evidence": {
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        "jev-latest",
        "jev-1.13"
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      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "call-coach-ai",
    "title": "call-coach-ai",
    "summary": "Jev powered call coach",
    "summary_zh": "由 Jev 驱动的通话教练。",
    "zh_machine": true,
    "url": "https://github.com/ZeroGold/call-coach-ai",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zerogold",
      "url": "https://github.com/zerogold"
    },
    "has_code": true,
    "stars": 35,
    "repo_license": "MIT",
    "evidence": {
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      "matched": [
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        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevbus",
    "title": "jevbus",
    "summary": "A streaming event bus whose routing, subscription and consumption are decided by a probabilistic judge. The reference judge is TypeSafe AI's Jev (System One) model: send it a payload and a set of typed questions, get back calibrated probabilities instead of prose.",
    "summary_zh": "一个流式事件总线：路由、订阅与消费都由概率决策决定。",
    "zh_machine": true,
    "url": "https://github.com/zkjoie/jevbus",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zkjoie",
      "url": "https://github.com/zkjoie"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "Apache-2.0",
    "evidence": {
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      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "decision-first",
    "title": "decision-first",
    "summary": "Agent skill that spots bounded-judgment steps, tries a typed decision model (TypeSafe's Jev) first, and documents every attempt",
    "summary_zh": "一个 agent 技能：识别出有界判断步骤，优先尝试用类型化决策模型解决。",
    "zh_machine": true,
    "url": "https://github.com/harrymunro/decision-first",
    "kind": "plugin",
    "patterns": [
      "content-scoring",
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "harrymunro",
      "url": "https://github.com/harrymunro"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
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        "jev-latest",
        "/v1/systemone"
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      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-antispam-bot",
    "title": "jev_antispam_bot",
    "summary": "Minimal grammY Telegram anti-spam bot powered by TypeSafe Jev",
    "summary_zh": "基于 grammY 的极简 Telegram 反垃圾机器人。",
    "zh_machine": true,
    "url": "https://github.com/backmeupplz/jev_antispam_bot",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "backmeupplz",
      "url": "https://github.com/backmeupplz"
    },
    "has_code": true,
    "stars": 7,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/spam.ts",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-android",
    "title": "jev-android",
    "summary": "A Kotlin Android SDK for UI automation powered by TypeSafe Jev, with an accessibility runtime and sample app.",
    "summary_zh": "由 Jev 驱动的 Kotlin Android UI 自动化 SDK，带无障碍运行时。",
    "zh_machine": true,
    "url": "https://github.com/dougsong/jev-android",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "dougsong",
      "url": "https://github.com/dougsong"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "sdk/src/main/kotlin/io/github/jevandroid/JevProvider.kt",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "kotlin"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "smithers",
    "title": "smithers",
    "summary": "Smithers is an agentic workflow framework for defining workflows in simple TypeScript configuration files and executing them quickly, durably, and reliably",
    "summary_zh": "Smithers：用简单 TypeScript 配置定义工作流的智能体工作流框架。",
    "zh_machine": true,
    "url": "https://github.com/smithersai/smithers",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "smithersai",
      "url": "https://github.com/smithersai"
    },
    "has_code": true,
    "stars": 420,
    "repo_license": "MIT",
    "evidence": {
      "path": "apps/server/src/jev.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pydantic-ai",
    "title": "pydantic-ai",
    "summary": "How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.",
    "summary_zh": "Python 做 AI 的方式：智能体、实时语音、图像生成、嵌入。",
    "zh_machine": true,
    "url": "https://github.com/pydantic/pydantic-ai",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "pydantic",
      "url": "https://github.com/pydantic"
    },
    "has_code": true,
    "stars": 20111,
    "repo_license": "MIT",
    "evidence": {
      "path": "pydantic_ai_slim/pydantic_ai/models/typesafe.py",
      "matched": [
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        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "ax",
    "title": "ax",
    "summary": "The pretty much \"official\" DSPy framework for Typescript",
    "summary_zh": "TypeScript 版的 DSPy 框架。",
    "zh_machine": true,
    "url": "https://github.com/ax-llm/ax",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ax-llm",
      "url": "https://github.com/ax-llm"
    },
    "has_code": true,
    "stars": 2943,
    "repo_license": "Apache-2.0",
    "evidence": {
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        "jev-latest",
        "/v1/systemone"
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      "read_on": "2026-09-22"
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    "first_seen": "2026-09-22",
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    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "classifier-dev",
    "title": "classifier-dev",
    "summary": "Zero-shot text classification over plain HTTP — no API key, no account. One Cloudflare Worker, a CLI, and an MCP server. https://classifier.dev",
    "summary_zh": "基于纯 HTTP 的零样本文本分类 —— 不需要密钥、不需要账号，一个 Cloudflare Worker。",
    "zh_machine": true,
    "url": "https://github.com/mrmps/classifier-dev",
    "kind": "plugin",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mrmps",
      "url": "https://github.com/mrmps"
    },
    "has_code": true,
    "stars": 409,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.ts",
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        "api.typesafe.ai",
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
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    "first_seen": "2026-09-22",
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    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "dasheng",
    "title": "dasheng",
    "summary": "大声读 — R2T2 流式 ASR 听，Jev 逐词判，英文朗读评分",
    "summary_zh": "英文朗读评分：流式 ASR 听，Jev 逐词判定。",
    "zh_machine": true,
    "url": "https://github.com/wquguru/dasheng",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "wquguru",
      "url": "https://github.com/wquguru"
    },
    "has_code": true,
    "stars": 130,
    "repo_license": "unknown",
    "evidence": {
      "path": "lib/jev.js",
      "matched": [
        "typesafe/jev",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
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    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
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    "checked": "2026-09-22",
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  },
  {
    "slug": "req-llm",
    "title": "req_llm",
    "summary": "Composable Elixir library for LLM interactions built on Req and Finch",
    "summary_zh": "基于 Req 和 Finch 的可组合 Elixir LLM 交互库。",
    "zh_machine": true,
    "url": "https://github.com/agentjido/req_llm",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "agentjido",
      "url": "https://github.com/agentjido"
    },
    "has_code": true,
    "stars": 581,
    "repo_license": "Apache-2.0",
    "evidence": {
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        "api.typesafe.ai",
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      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    "license": "CC0-1.0",
    "languages": [
      "elixir"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "langchain",
    "title": "langchain",
    "summary": "The agent engineering platform.",
    "summary_zh": "智能体工程平台。",
    "zh_machine": true,
    "url": "https://github.com/langchain-ai/langchain",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "langchain-ai",
      "url": "https://github.com/langchain-ai"
    },
    "has_code": true,
    "stars": 146859,
    "repo_license": "MIT",
    "evidence": {
      "path": "libs/partners/typesafe/langchain_typesafe/classifier.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "atomic",
    "title": "atomic",
    "summary": "The verifiable coding agent runtime. Define your coding agent's process in natural language with stages, checks, and approval gates instead of hoping it follows your instructions.",
    "summary_zh": "可验证的编程智能体运行时：用自然语言定义智能体的流程。",
    "zh_machine": true,
    "url": "https://github.com/bastani-inc/atomic",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "bastani-inc",
      "url": "https://github.com/bastani-inc"
    },
    "has_code": true,
    "stars": 813,
    "repo_license": "unknown",
    "evidence": {
      "path": "packages/coding-agent/src/core/structured-output/jev-client.ts",
      "matched": [
        "@typesafe-ai/sdk"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-paint",
    "title": "jev-paint",
    "summary": "Use Jev to make art!",
    "summary_zh": "用 Jev 做艺术创作。",
    "zh_machine": true,
    "url": "https://github.com/achimala/jev-paint",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "achimala",
      "url": "https://github.com/achimala"
    },
    "has_code": true,
    "stars": 49,
    "repo_license": "MIT",
    "evidence": {
      "path": "web/jev.mjs",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "st-jeved",
    "title": "st-jeved",
    "summary": "SillyTavern extension that measures each reply and instructs the narrator only when a rule matches.",
    "summary_zh": "SillyTavern 扩展：度量每条回复，并在规则命中时指导叙述者。",
    "zh_machine": true,
    "url": "https://github.com/mossyfield/ST-jeved",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mossyfield",
      "url": "https://github.com/mossyfield"
    },
    "has_code": true,
    "stars": 28,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/classifier.js",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "x-scanner",
    "title": "x-scanner",
    "summary": "Chrome extension that labels every post you scroll past on X with typed Jev judgments and a live cost counter",
    "summary_zh": "Chrome 扩展：给你在 X 上滑过的每条帖子打上类型化 Jev 判断与实时评分。",
    "zh_machine": true,
    "url": "https://github.com/oso95/x-scanner",
    "kind": "plugin",
    "patterns": [
      "classification",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "oso95",
      "url": "https://github.com/oso95"
    },
    "has_code": true,
    "stars": 15,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/shared/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-as-a-judge",
    "title": "jev-as-a-judge",
    "summary": "Using Jev as an evaluator.",
    "summary_zh": "把 Jev 当作评估器使用。",
    "zh_machine": true,
    "url": "https://github.com/danielgshea/jev-as-a-judge",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "danielgshea",
      "url": "https://github.com/danielgshea"
    },
    "has_code": true,
    "stars": 68,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/evals/judges/__init__.py",
      "matched": [
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-ai-firewall",
    "title": "typesafe-ai-firewall",
    "summary": "Shadow-mode validation harness for a pre-execution firewall on AI agent tool calls (TypeSafe/Jev). Real run, findings in report.md.",
    "summary_zh": "智能体工具调用执行前防火墙的影子模式验证 harness。",
    "zh_machine": true,
    "url": "https://github.com/AnshChoudhary/typesafe-ai-firewall",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "anshchoudhary",
      "url": "https://github.com/anshchoudhary"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "firewall/judge.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
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  },
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    "slug": "jevthoven",
    "title": "jevthoven",
    "summary": "AI Music (MIDI) generator powered by Jev",
    "summary_zh": "由 Jev 驱动的 AI 音乐（MIDI）生成器。",
    "zh_machine": true,
    "url": "https://github.com/cocktailpeanut/jevthoven",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "cocktailpeanut",
      "url": "https://github.com/cocktailpeanut"
    },
    "has_code": true,
    "stars": 12,
    "repo_license": "MIT",
    "evidence": {
      "path": "app/scripts/live-smoke.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevscape",
    "title": "jevscape",
    "summary": "RuneBench harness for TypeSafe's Jev: bounded action catalog, tick-mode controller and a live dashboard",
    "summary_zh": "给 Jev 的 RuneBench harness：有界动作目录、tick 模式控制器与实时看板。",
    "zh_machine": true,
    "url": "https://github.com/Skyvern-AI/jevscape",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "skyvern-ai",
      "url": "https://github.com/skyvern-ai"
    },
    "has_code": true,
    "stars": 8,
    "repo_license": "unknown",
    "evidence": {
      "path": "agents/jev/jev-client.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "taste-lint",
    "title": "taste-lint",
    "summary": "Catch AI slop before you ship.",
    "summary_zh": "在发布前拦住 AI 水文。",
    "zh_machine": true,
    "url": "https://github.com/mblode/taste-lint",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mblode",
      "url": "https://github.com/mblode"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/map/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-by-example",
    "title": "Jev by Example",
    "summary": "Ten runnable JavaScript agent decisions, one file each: reconciling a new memory against a stored one, gating whether an HTTP 200 really satisfied the task, retry vs. reconcile after an uncertain write, scoring context against a budget, checking a handoff for dropped prohibitions.",
    "summary_zh": "十个可运行的 JavaScript 智能体决策，一个文件一个：新记忆与旧记忆冲突时该改还是该留、工具返回 200 是否真的完成了任务、写入超时后该重试还是该对账、上下文分块在预算内如何取舍、压缩后的交接是否丢掉了某条禁令。Jev 只回答带类型的问题，阈值和最终提案由普通代码决定。",
    "url": "https://github.com/ReallyArtificial/jev-by-example",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "output-validation",
      "classification",
      "context-compaction",
      "retry-control"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "Really Artificial",
      "handle": "josharsh",
      "url": "https://github.com/josharsh"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/client.mjs",
      "matched": [
        "https://api.typesafe.ai/v1/systemone",
        "jev-1.13.0"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      },
      {
        "catalog": "community submission (issue #2)",
        "url": "https://github.com/kydlikebtc/awesome-jev/issues/2"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200,
    "question_types": [
      "choice",
      "score",
      "noul"
    ],
    "official": false,
    "published": "2026-09-21",
    "flags": [
      "ai-generated",
      "single-commit"
    ],
    "notes": "Submitted by its own author, who disclosed the affiliation and the AI assistance unprompted; the flags record that disclosure, not a defect. The fixtures encode the primitive contract correctly: every example carrying a `confidence` field uses `choice` or `score`, and the six `noul` examples carry none — the distinction most code here gets wrong. `yes()` reads `answer.noul`, not `.confidence`. Tests run on hand-authored fixtures; no authenticated live call has been made.",
    "notes_zh": "由作者本人投稿，主动披露了利益关系与 AI 协助 —— 这两个标记记录的是这份披露，不是代码里发现的缺陷。夹具把原语契约写对了：带 `confidence` 字段的样例清一色是 `choice` 或 `score`，六个 `noul` 样例一个都没有 —— 而这正是本目录里多数代码搞错的地方。`yes()` 读的是 `answer.noul` 而非 `.confidence`。测试跑在手写夹具上，从未做过带鉴权的真实调用，也因此没有提出任何准确率或延迟数字。"
  },
  {
    "slug": "typesafe-sdk-ex",
    "title": "typesafe_sdk_ex",
    "summary": "Typesafe AI SDK in Elixir using Req",
    "summary_zh": "基于 Req 的 Elixir 版 TypeSafe AI SDK。",
    "zh_machine": true,
    "url": "https://github.com/vinnie357/typesafe_sdk_ex",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "vinnie357",
      "url": "https://github.com/vinnie357"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "lib/type_safe.ex",
      "matched": [
        "api.typesafe.ai",
        "typesafe_sdk",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "elixir"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "clash-jev",
    "title": "clash-jev",
    "summary": "A Clash Royale bot with no trained policy: Jev (TypeSafe System One) makes every decision from the live game state",
    "summary_zh": "没有训练策略的皇室战争机器人：每个决策都由 Jev 现场做出。",
    "zh_machine": true,
    "url": "https://github.com/bytelabs-oss/clash-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "bytelabs-oss",
      "url": "https://github.com/bytelabs-oss"
    },
    "has_code": true,
    "stars": 14,
    "repo_license": "MIT",
    "evidence": {
      "path": "clash_jev/policy.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "system-one-gemma",
    "title": "system-one-gemma",
    "summary": "Open-source Jev-style System One decision model. Gemma 3 270M with a scoring head — fast, calibrated decisions in a single forward pass. No text generation. Inspired by TypeSafe.ai's Jev.",
    "summary_zh": "开源的 Jev 式 System One 决策模型：Gemma 3 270M 加一个打分头。",
    "zh_machine": true,
    "url": "https://github.com/akash-kamat/system-one-gemma",
    "kind": "alternative",
    "patterns": [
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "akash-kamat",
      "url": "https://github.com/akash-kamat"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "unknown",
    "evidence": {
      "path": "system_one.py",
      "matched": [
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license",
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-rs",
    "title": "jev-rs",
    "summary": "System One judgments (noul/choice/score) from any LLM in one prefill — a Rust, Jev-compatible /v1/systemone engine",
    "summary_zh": "用一次 prefill 从任意 LLM 得到 System One 判断的 Rust 兼容服务。",
    "zh_machine": true,
    "url": "https://github.com/yijunyu/jev-rs",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "yijunyu",
      "url": "https://github.com/yijunyu"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/backend/typesafe.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-codex-pilot",
    "title": "jev-codex-pilot",
    "summary": "Smart Codex overlay with JEV model routing, context optimization & Kanban automation. Reduce tokens, keep control",
    "summary_zh": "带 JEV 模型路由、上下文优化与看板自动化的 Codex 覆盖层。",
    "zh_machine": true,
    "url": "https://github.com/Charlyhno-eng/jev-codex-pilot",
    "kind": "plugin",
    "patterns": [
      "model-routing",
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "charlyhno-eng",
      "url": "https://github.com/charlyhno-eng"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/core/hooks/jev-client.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-chat",
    "title": "jev-chat",
    "summary": "A chatbot from typed Jev decisions: hierarchical speculative decoding over System One probabilities.",
    "summary_zh": "由类型化 Jev 决策构成的聊天机器人：在 System One 概率上做分层推测解码。",
    "zh_machine": true,
    "url": "https://github.com/adhyaay-karnwal/jev-chat",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "adhyaay-karnwal",
      "url": "https://github.com/adhyaay-karnwal"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jevchat/client.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-image-diffusion",
    "title": "typesafe-image-diffusion",
    "summary": "Diffusion-style pixel art out of a general classifier (TypeSafe Jev): 256 parallel pixel questions + refinement passes",
    "summary_zh": "用通用分类器做扩散风格像素画：256 个并行像素问题。",
    "zh_machine": true,
    "url": "https://github.com/Wizhill05/typesafe-image-diffusion",
    "kind": "project",
    "patterns": [
      "classification",
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "wizhill05",
      "url": "https://github.com/wizhill05"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "fix_synthesizer.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "qualm",
    "title": "qualm",
    "summary": "Typed decisions from a System One model, where uncertainty is something you have to handle.",
    "summary_zh": "来自 System One 模型的类型化决策 —— 不确定性是你必须自己处理的东西。",
    "zh_machine": true,
    "url": "https://github.com/qddegtya/qualm",
    "kind": "project",
    "patterns": [
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "qddegtya",
      "url": "https://github.com/qddegtya"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/client.ts",
      "matched": [
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-mode",
    "title": "jev-mode",
    "summary": "I kept watching coding agents burn context on decisions that aren't hard - triage 400 tickets, tag 600 files, route to one of six teams. jev-mode moves those verdicts to a typed-judgment model. I A/B'd it: 78% fewer tokens, 16x less work-attributable input, accuracy 96.1% vs 93.7%. Python, no d",
    "summary_zh": "编程智能体总在不难的决策上烧上下文 —— 分拣 400 条工单之类的活儿不该这么贵。",
    "zh_machine": true,
    "url": "https://github.com/ddfeyes/jev-mode",
    "kind": "project",
    "patterns": [
      "classification",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ddfeyes",
      "url": "https://github.com/ddfeyes"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_mode/client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevibe-check",
    "title": "jevibe-check",
    "summary": "A live tone labeler for Bluesky posts and drafts, using TypeSafe's Jev API.",
    "summary_zh": "给 Bluesky 帖子与草稿做实时语气标注。",
    "zh_machine": true,
    "url": "https://github.com/sriganesh/jevibe-check",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "sriganesh",
      "url": "https://github.com/sriganesh"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "extension/background.js",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "smart-switch",
    "title": "smart-switch",
    "summary": "Reimagined window switcher for macOS using frontier artificial intelligence. Predicted by TypeSafe's Jev model",
    "summary_zh": "用前沿 AI 重新想象的 macOS 窗口切换器，由 Jev 做预测。",
    "zh_machine": true,
    "url": "https://github.com/reycn/smart-switch",
    "kind": "project",
    "patterns": [
      "model-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "reycn",
      "url": "https://github.com/reycn"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "AGPL-3.0",
    "evidence": {
      "path": "core/src/lib.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "swift"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-play-ping-pong",
    "title": "jev-play-ping-pong",
    "summary": "Jev plays browser table tennis in real time: structured telemetry, typed decisions, ordinary Chrome inputs, and auditable evidence.",
    "summary_zh": "让 Jev 实时玩浏览器乒乓球：结构化遥测与类型化决策。",
    "zh_machine": true,
    "url": "https://github.com/Icohen007/jev-play-ping-pong",
    "kind": "benchmark",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "icohen007",
      "url": "https://github.com/icohen007"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/typesafe.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "functions",
    "title": "functions",
    "summary": "👷 Cloudflare Workers for the TrainLCD mobile app.",
    "summary_zh": "某移动应用的 Cloudflare Workers 后端。",
    "zh_machine": true,
    "url": "https://github.com/TrainLCD/Functions",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "trainlcd",
      "url": "https://github.com/trainlcd"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/cli/typesafe-triage-spike.ts",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev4mellea",
    "title": "jev4mellea",
    "summary": "Jev adapter for Mellea",
    "summary_zh": "给 Mellea 的 Jev 适配器。",
    "zh_machine": true,
    "url": "https://github.com/SoundBlaster/Jev4Mellea",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "soundblaster",
      "url": "https://github.com/soundblaster"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/mellea_jev/providers/typesafe.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe_sdk",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-shield",
    "title": "jev-shield",
    "summary": "Privacy-first Chrome extension that semantically blocks native ads, sponsored feed cards, and video ads using TypeSafe Jev",
    "summary_zh": "隐私优先的 Chrome 扩展：语义拦截原生广告与赞助信息流卡片。",
    "zh_machine": true,
    "url": "https://github.com/vmendes90/jev-shield",
    "kind": "plugin",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "vmendes90",
      "url": "https://github.com/vmendes90"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/background/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "awesome-jev",
    "title": "awesome-jev",
    "summary": "TypeSafe System One / Jev community directory — GitHub projects & posts around typed decisions (typesafe.ai)",
    "summary_zh": "System One / Jev 社区目录：围绕类型化决策的 GitHub 项目与文章。",
    "zh_machine": true,
    "url": "https://github.com/daftAI2026/awesome-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "daftai2026",
      "url": "https://github.com/daftai2026"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "unknown",
    "evidence": {
      "path": "scripts/jev-client.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-spring-boot-starter",
    "title": "jev-spring-boot-starter",
    "summary": "A simple Spring Boot 4 starter for TypeSafe Jev using Spring MVC and RestClient",
    "summary_zh": "给 Spring Boot 4 的简单 Jev starter，基于 Spring MVC 与 RestClient。",
    "zh_machine": true,
    "url": "https://github.com/danvega/jev-spring-boot-starter",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "danvega",
      "url": "https://github.com/danvega"
    },
    "has_code": true,
    "stars": 33,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/main/java/dev/danvega/jev/autoconfigure/JevProperties.java",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "java"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "rubikjev",
    "title": "rubikjev",
    "summary": "Challenge the Jev's intelligence in Rubik Cube puzzles",
    "summary_zh": "用魔方谜题挑战 Jev 的智力。",
    "zh_machine": true,
    "url": "https://github.com/0xtrou/rubikjev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "0xtrou",
      "url": "https://github.com/0xtrou"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/server/jev-engine.ts",
      "matched": [
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "tenbin",
    "title": "tenbin",
    "summary": "MCP server and agent skill for the TypeSafe AI System One API (Jev): decompose a judgment into Choice / Score / Noul questions, lint them, measure on labelled data, and put calibrated thresholds in code",
    "summary_zh": "MCP server 兼 agent 技能：把一个判断分解成多个类型化问题。",
    "zh_machine": true,
    "url": "https://github.com/simota/tenbin",
    "kind": "plugin",
    "patterns": [
      "output-validation",
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "simota",
      "url": "https://github.com/simota"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "skills/tenbin/scripts/evaluate.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-ui",
    "title": "jev-ui",
    "summary": "React components that resolve which component to render, how to order a list, and whether to show an affordance — from calibrated judgments returned by TypeSafe's Jev.",
    "summary_zh": "React 组件：由决策模型决定渲染哪个组件、列表如何排序、是否展示。",
    "zh_machine": true,
    "url": "https://github.com/etweisberg/jev-ui",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "etweisberg",
      "url": "https://github.com/etweisberg"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "packages/jev-ui/src/transport/live.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafeai-go",
    "title": "typesafeai-go",
    "summary": "Go SDK for TypeSafe AI API https://docs.typesafe.ai/api",
    "summary_zh": "TypeSafe AI API 的 Go SDK。",
    "zh_machine": true,
    "url": "https://github.com/chez-shanpu/typesafeai-go",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "chez-shanpu",
      "url": "https://github.com/chez-shanpu"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "systemone.go",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-autopilot",
    "title": "jev-autopilot",
    "summary": "This demo uses Jev from TypeSafe AI to autonomously fly a drone in a random city from point A to point B, avoiding obstacles along the way. A trip costs $0.01.",
    "summary_zh": "这个演示用 Jev 自主驾驶无人机在随机城市里从 A 点飞到 B 点。",
    "zh_machine": true,
    "url": "https://github.com/arielweinberger/jev-autopilot",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "arielweinberger",
      "url": "https://github.com/arielweinberger"
    },
    "has_code": true,
    "stars": 9,
    "repo_license": "unknown",
    "evidence": {
      "path": "server/pilot.ts",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "should-ai-kill-us-all",
    "title": "should-ai-kill-us-all",
    "summary": "We ask Jev, TypeSafe AI's System One model, whether AI should kill us all. Every ten minutes. Using the actual headlines.",
    "summary_zh": "每十分钟问一次 Jev：AI 是否应该毁灭人类。",
    "zh_machine": true,
    "url": "https://github.com/hellogumbo/should-ai-kill-us-all",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "hellogumbo",
      "url": "https://github.com/hellogumbo"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "CC0-1.0",
    "evidence": {
      "path": "functions/api/verdict.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-exploration",
    "title": "jev-exploration",
    "summary": "Jev (TypeSafe) exploratory thread: claim audit, live demos, and runnable code",
    "summary_zh": "Jev 探索性合集：宣称核查、实时演示与可运行代码。",
    "zh_machine": true,
    "url": "https://github.com/SamuelSacco/jev-exploration",
    "kind": "benchmark",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "samuelsacco",
      "url": "https://github.com/samuelsacco"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "unknown",
    "evidence": {
      "path": "jevlab/client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-grug",
    "title": "jev-grug",
    "summary": "Helping JEV speak <3",
    "summary_zh": "帮 Jev 开口说话。",
    "zh_machine": true,
    "url": "https://github.com/mkotlikov/jev-grug",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mkotlikov",
      "url": "https://github.com/mkotlikov"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/jev.ts",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "everything-about-jev",
    "title": "everything-about-jev",
    "summary": "tell you everything about jev,TypeSafe AI's System One model for typed decisions.",
    "summary_zh": "关于 Jev 这个类型化决策模型的全面介绍。",
    "zh_machine": true,
    "url": "https://github.com/qingshungLI/everything-about-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "qingshungli",
      "url": "https://github.com/qingshungli"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "demos/python/jev_demo.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "ego-jev",
    "title": "ego-jev",
    "summary": "Drive the ego lite browser with Jev (TypeSafe System One): one indexed element table in, one operation + target out, single process. ~2x faster than a per-step LLM loop in our measurements.",
    "summary_zh": "用 Jev 驱动轻量浏览器：输入一张带索引的元素表，输出一个动作。",
    "zh_machine": true,
    "url": "https://github.com/jiangkoumo/ego-jev",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jiangkoumo",
      "url": "https://github.com/jiangkoumo"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/ego-jev.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "trade-jev",
    "title": "trade-jev",
    "summary": "Backtest Jev (TypeSafe) as a BUY/SELL/HOLD trader on NQ L10 order-book data",
    "summary_zh": "在 NQ 十档盘口数据上回测 Jev 作为买／卖／持有交易者的表现。",
    "zh_machine": true,
    "url": "https://github.com/justinhe16/trade-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "justinhe16",
      "url": "https://github.com/justinhe16"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/trade_jev/policies.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-usecases",
    "title": "jev-usecases",
    "summary": "Production TypeSafe Jev (System One) use-case harnesses with confidence-gated decision logic",
    "summary_zh": "生产级的 Jev 用例 harness，带置信度门控的决策逻辑。",
    "zh_machine": true,
    "url": "https://github.com/kenhuangus/jev-usecases",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "safety-gating",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kenhuangus",
      "url": "https://github.com/kenhuangus"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_usecases/client.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevtest",
    "title": "jevtest",
    "summary": "情緒測謊器：嘴上說「好」，心裡真的好嗎？用 TypeSafe Jev（System One 模型）透過 OpenRouter 即時判斷，並與一般 LLM 對照",
    "summary_zh": "情绪测谎器：嘴上说「好」，心里真的好吗？用 Jev 实时判断并与普通 LLM 对照。",
    "zh_machine": true,
    "url": "https://github.com/joshhu/jevtest",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "joshhu",
      "url": "https://github.com/joshhu"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "unknown",
    "evidence": {
      "path": "main.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-chat-jarvis-mac",
    "title": "jev-chat-jarvis-mac",
    "summary": "微信消息意图识别悬浮窗（macOS）：看屏 + 本地小模型判断意图和风险，再按话术生成回复候选。纯只读、不注入微信。",
    "summary_zh": "微信消息意图识别悬浮窗（macOS）：看屏加本地小模型判断意图与风险，再生成回复候选。纯只读。",
    "zh_machine": true,
    "url": "https://github.com/jev-chat/jev-chat-jarvis-mac",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jev-chat",
      "url": "https://github.com/jev-chat"
    },
    "has_code": true,
    "stars": 147,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/judge_jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-labs",
    "title": "jev-labs",
    "summary": "Never confidently wrong: a TLA+-verified consensus kernel around TypeSafe's Jev, run through 1,680 chaos-tested pharmacy decisions with zero wrong verdicts. Film, code, and every captured call.",
    "summary_zh": "绝不自信地犯错：围绕 Jev 的 TLA+ 验证共识内核。",
    "zh_machine": true,
    "url": "https://github.com/copyleftdev/jev-labs",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "copyleftdev",
      "url": "https://github.com/copyleftdev"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "consensus/rust/consensus-kernel/src/jev.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-builder",
    "title": "jev-builder",
    "summary": "A browser form for building requests to TypeSafe's Jev: pick a template, fill in the blanks, copy the request. No JSON, no install, runs locally.",
    "summary_zh": "构建 Jev 请求的网页表单：选模板、填空、复制代码。",
    "zh_machine": true,
    "url": "https://github.com/collapseindex/jev-builder",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "collapseindex",
      "url": "https://github.com/collapseindex"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "unknown",
    "evidence": {
      "path": "jev-builder-core.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "commentcop",
    "title": "commentcop",
    "summary": "Put your code comments on trial. Powered by Jev.",
    "summary_zh": "审判你的代码注释，由 Jev 主持。",
    "zh_machine": true,
    "url": "https://github.com/ntedvs/commentcop",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ntedvs",
      "url": "https://github.com/ntedvs"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/judge.ts",
      "matched": [
        "api.typesafe.ai",
        "@typesafe-ai/sdk",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "system-one",
    "title": "system-one",
    "summary": "Batched single-token choice inference for open language models, compatible with TypeSafe",
    "summary_zh": "面向开源语言模型的批量单 token 选择推理，兼容 TypeSafe 协议。",
    "zh_machine": true,
    "url": "https://github.com/sgoedecke/system-one",
    "kind": "project",
    "patterns": [
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "sgoedecke",
      "url": "https://github.com/sgoedecke"
    },
    "has_code": true,
    "stars": 27,
    "repo_license": "unknown",
    "evidence": {
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        "typesafe_sdk",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "flue-jev-demo",
    "title": "flue-jev-demo",
    "summary": "Flue agent routing with TypeSafe Jev through Cloudflare AI Gateway",
    "summary_zh": "通过 Cloudflare AI Gateway 用 Jev 做 Flue 智能体路由。",
    "zh_machine": true,
    "url": "https://github.com/matthewp/flue-jev-demo",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "matthewp",
      "url": "https://github.com/matthewp"
    },
    "has_code": true,
    "stars": 9,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/flue-jev.ts",
      "matched": [
        "typesafe/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-report",
    "title": "jev-report",
    "summary": "发明 RLHF 的人，这次做了个不会说话的模型：Jev 独立研究报告。52 页 PDF + 50 条中文实测复现包 + 143 条可回溯数据表",
    "summary_zh": "发明 RLHF 的人这次做了个不会说话的模型：Jev 独立研究报告，含中文实测复现包与可回溯数据表。",
    "zh_machine": true,
    "url": "https://github.com/HackSing/jev-report",
    "kind": "project",
    "patterns": [
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "hacksing",
      "url": "https://github.com/hacksing"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "figs.py",
      "matched": [
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "ai-elo-ranker",
    "title": "ai-elo-ranker",
    "summary": "High-speed recursive AI Elo tournament engine powered by Jev and Swiss matchmaking",
    "summary_zh": "由 Jev 驱动的高速递归 AI Elo 锦标赛引擎，采用瑞士轮匹配。",
    "zh_machine": true,
    "url": "https://github.com/opaielsheikh/ai-elo-ranker",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "opaielsheikh",
      "url": "https://github.com/opaielsheikh"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "unknown",
    "evidence": {
      "path": "elo_ranker/judge.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pkg-gate",
    "title": "pkg-gate",
    "summary": "Pre-install security gate for npm lifecycle scripts using TypeSafe System One.",
    "summary_zh": "用 System One 给 npm 生命周期脚本做安装前安全闸门。",
    "zh_machine": true,
    "url": "https://github.com/hemanth/pkg-gate",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "hemanth",
      "url": "https://github.com/hemanth"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/gate.js",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-recall",
    "title": "jev-recall",
    "summary": "Retrieve by relevance, not resemblance: filter an AI assistant's memories with TypeSafe's Jev",
    "summary_zh": "按相关性而非相似度召回：用 Jev 过滤 AI 助手的记忆。",
    "zh_machine": true,
    "url": "https://github.com/samdotmak/jev-recall",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "samdotmak",
      "url": "https://github.com/samdotmak"
    },
    "has_code": true,
    "stars": 31,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_recall/core.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-mcp-server",
    "title": "jev-mcp-server",
    "summary": "MCP server for Jev (TypeSafe System One): the three official question types — choice, score, noul — plus batch classify. Calibrated probabilities, ~0.5s, <$0.001/call.",
    "summary_zh": "Jev 的 MCP server：提供官方三种问题类型。",
    "zh_machine": true,
    "url": "https://github.com/wangkuangkuang/jev-mcp-server",
    "kind": "plugin",
    "patterns": [
      "classification",
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "wangkuangkuang",
      "url": "https://github.com/wangkuangkuang"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_mcp_server/config.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-migration-guard",
    "title": "typesafe-migration-guard",
    "summary": "Automated database migration safety reviewer powered by TypeSafe AI (Jev System One model)",
    "summary_zh": "由 Jev 驱动的数据库迁移安全自动审查。",
    "zh_machine": true,
    "url": "https://github.com/opaielsheikh/typesafe-migration-guard",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "opaielsheikh",
      "url": "https://github.com/opaielsheikh"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "lib/typesafe.ts",
      "matched": [
        "jev-latest",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-workbench",
    "title": "jev-workbench",
    "summary": "Build versioned judgment functions on TypeSafe's Jev once, then call the same published version from your backend over HTTP and from coding agents over MCP. The vendor key stays on your machine.",
    "summary_zh": "在 Jev 之上构建带版本的判断函数，之后反复调用同一个已发布版本。",
    "zh_machine": true,
    "url": "https://github.com/molis-ai/jev-workbench",
    "kind": "plugin",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "molis-ai",
      "url": "https://github.com/molis-ai"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "apps/server/src/provider.ts",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-skillful",
    "title": "jev-skillful",
    "summary": "Per-prompt capability router for coding agents: resolves installed skills, MCP servers, agents and commands against your prompt via TypeSafe Jev, and measures whether the injection actually helps.",
    "summary_zh": "给编程智能体的逐提示能力路由器：解析已安装的技能、MCP server 与子智能体。",
    "zh_machine": true,
    "url": "https://github.com/bestagentkits/jev-skillful",
    "kind": "plugin",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "bestagentkits",
      "url": "https://github.com/bestagentkits"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "packages/cli/src/core/jev/types.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-frontend-qa",
    "title": "jev-frontend-qa",
    "summary": "Evidence-driven frontend QA built on Jev Ultrafast and Browser Harness, with a synthetic todo demo.",
    "summary_zh": "证据驱动的前端 QA，构建在 Jev Ultrafast 与浏览器 harness 之上。",
    "zh_machine": true,
    "url": "https://github.com/Nainish-Rai/jev-frontend-qa",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nainish-rai",
      "url": "https://github.com/nainish-rai"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/jev_frontend_qa/core/model_client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-ai-jev-example",
    "title": "typesafe-ai-jev-example",
    "summary": "Hands-on demos for TypeSafe's Jev (System One) model: six runnable examples and four field notes. Runs offline with no API key; samples/ holds real measured output from jev-1.13.0.",
    "summary_zh": "Jev 的动手演示：六个可运行示例与四则实战笔记。",
    "zh_machine": true,
    "url": "https://github.com/ItBayMax/typesafe-ai-jev-example",
    "kind": "project",
    "patterns": [
      "data-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "itbaymax",
      "url": "https://github.com/itbaymax"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/typesafe_client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "loki",
    "title": "loki",
    "summary": "The agent that evolves with you 𖤍",
    "summary_zh": "与你一同演进的智能体。",
    "zh_machine": true,
    "url": "https://github.com/wundercorp/loki",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "wundercorp",
      "url": "https://github.com/wundercorp"
    },
    "has_code": true,
    "stars": 26,
    "repo_license": "MIT",
    "evidence": {
      "path": "agent/typesafe_client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "edgejev",
    "title": "edgejev",
    "summary": "离线可用的本地类型化决策：4 核 CPU 单题 15.6ms。Local & offline Jev / System One inference on CPU — ONNX + INT8, no torch at runtime. 支持 laya / kev / PlayJev",
    "summary_zh": "离线可用的本地类型化决策：4 核 CPU 单题 15.6 毫秒，ONNX 加 INT8。",
    "zh_machine": true,
    "url": "https://github.com/yzfly/edgejev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "yzfly",
      "url": "https://github.com/yzfly"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "unknown",
    "evidence": {
      "path": "edgejev/serve.py",
      "matched": [
        "jev-latest",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "mastra-jev-moderation",
    "title": "mastra-jev-moderation",
    "summary": "Input moderation for Mastra agents on TypeSafe Jev — one file",
    "summary_zh": "给 Mastra 智能体的输入审核，基于 Jev，单文件实现。",
    "zh_machine": true,
    "url": "https://github.com/CodeAlive-AI/mastra-jev-moderation",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "codealive-ai",
      "url": "https://github.com/codealive-ai"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev-moderation.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-assist",
    "title": "typesafe-assist",
    "summary": "Home Assistant Assist conversation agent powered by TypeSafe's Jev (System One) model",
    "summary_zh": "由 Jev 驱动的 Home Assistant 对话智能体。",
    "zh_machine": true,
    "url": "https://github.com/JanOstrowka/typesafe-assist",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "janostrowka",
      "url": "https://github.com/janostrowka"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "unknown",
    "evidence": {
      "path": "custom_components/typesafe_conversation/api.py",
      "matched": [
        "/v1/systemone",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevharness",
    "title": "jevharness",
    "summary": "LLM-authored task-specific Jev harnesses with optional full-trajectory reward reflection and GEPA evolution.",
    "summary_zh": "由 LLM 撰写的任务专用 Jev harness，可选全轨迹奖励反思。",
    "zh_machine": true,
    "url": "https://github.com/TianyuCodings/JevHarness",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
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      "name": "tianyucodings",
      "url": "https://github.com/tianyucodings"
    },
    "has_code": true,
    "stars": 130,
    "repo_license": "unknown",
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    ],
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    "checked": "2026-09-22",
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  },
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    "slug": "local-jev",
    "title": "local-jev",
    "summary": "A local, offline System One server compatible with TypeSafe's Jev API. It answers typed yes/no, category and score questions with small open models.",
    "summary_zh": "本地离线的 System One 服务，兼容 Jev API，回答类型化的是非问题。",
    "zh_machine": true,
    "url": "https://github.com/amithgc/local-jev",
    "kind": "project",
    "patterns": [
      "classification",
      "content-scoring"
    ],
    "platforms": [
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    ],
    "author": {
      "name": "amithgc",
      "url": "https://github.com/amithgc"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
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      "read_on": "2026-09-22"
    },
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    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "mcts-agent",
    "title": "mcts-agent",
    "summary": "Discriminative Monte Carlo Tree Search using TypeSafe Jev System One Primitives and Gemini",
    "summary_zh": "用 System One 原语做判别式蒙特卡洛树搜索。",
    "zh_machine": true,
    "url": "https://github.com/lhemerly/mcts-agent",
    "kind": "project",
    "patterns": [
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    ],
    "platforms": [
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    "author": {
      "name": "lhemerly",
      "url": "https://github.com/lhemerly"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
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        "system_one",
        "TypeSafeClient"
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      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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    ],
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    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-gomoku",
    "title": "jev-gomoku",
    "summary": "弈瞬：双 Jev 五子棋九宫格输入实验台，逐手查看模型决策，支持真实对局回放与实时对战。",
    "summary_zh": "弈瞬：双 Jev 五子棋实验台，逐手查看模型决策，支持对局回放与实时对战。",
    "zh_machine": true,
    "url": "https://github.com/XieChengYuan/jev-gomoku",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "xiechengyuan",
      "url": "https://github.com/xiechengyuan"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
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      "matched": [
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        "typesafe-ai/jev",
        "typesafe/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-jev-examples",
    "title": "typesafe-jev-examples",
    "summary": "Worked examples for TypeSafe's Jev System One decision model, runnable today through OpenRouter",
    "summary_zh": "Jev 的实战示例，今天就能通过 OpenRouter 跑起来。",
    "zh_machine": true,
    "url": "https://github.com/rajivkuriakose/typesafe-jev-examples",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "rajivkuriakose",
      "url": "https://github.com/rajivkuriakose"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
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      "matched": [
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        "typesafe_sdk",
        "typesafe/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typed-decisions",
    "title": "typed-decisions",
    "summary": "Jev-shaped typed-decision model (state + Choice/Score/Noul questions -> calibrated probabilities, one pass) on ModernBERT / DeBERTa / LLaDA-MoE, with measured latency, accuracy, calibration and training cost",
    "summary_zh": "Jev 形状的类型化决策模型：状态加问题进，校准概率出。",
    "zh_machine": true,
    "url": "https://github.com/kotoba-lang/typed-decisions",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "human-escalation"
    ],
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    ],
    "author": {
      "name": "kotoba-lang",
      "url": "https://github.com/kotoba-lang"
    },
    "has_code": true,
    "stars": 3,
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        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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      }
    ],
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    "languages": [
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    ],
    "flags": [
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    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-mcp-dispatcher",
    "title": "jev-mcp-dispatcher",
    "summary": "Natural-language MCP tool dispatcher powered entirely by TypeSafe's Jev — no general-purpose LLM. Discovers a simple MCP server's tool signatures at runtime and uses Jev's typed primitives (Choice/Noul) to pick the right tool and extract its arguments straight out of the sentence.",
    "summary_zh": "完全由 Jev 驱动的自然语言 MCP 工具分发器，不用通用 LLM。",
    "zh_machine": true,
    "url": "https://github.com/abhishekashokvkumar/jev-mcp-dispatcher",
    "kind": "plugin",
    "patterns": [
      "data-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "abhishekashokvkumar",
      "url": "https://github.com/abhishekashokvkumar"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "unknown",
    "evidence": {
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        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-evaluation",
    "title": "jev-evaluation",
    "summary": "An adversarial evaluation of TypeSafe's jev decision model: nine experiments and 28 predictions fixed before any data was collected. 123,805 requests, $12.69.",
    "summary_zh": "对 Jev 的对抗性评测：九个实验与 28 条预测。",
    "zh_machine": true,
    "url": "https://github.com/willkelly/jev-evaluation",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
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    ],
    "author": {
      "name": "willkelly",
      "url": "https://github.com/willkelly"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "jeveval/config.py",
      "matched": [
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        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevdroid",
    "title": "jevdroid",
    "summary": "A typed Python framework for controlling Android over ADB with Jev.",
    "summary_zh": "用 Jev 通过 ADB 控制 Android 的类型化 Python 框架。",
    "zh_machine": true,
    "url": "https://github.com/antiyro/jevdroid",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
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    ],
    "author": {
      "name": "antiyro",
      "url": "https://github.com/antiyro"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
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        "typesafe-ai/jev",
        "jev-1.13"
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      "read_on": "2026-09-22"
    },
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    "sources": [
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    ],
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    "languages": [
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    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-physical-ai",
    "title": "jev-physical-ai",
    "summary": "Putting TypeSafe's Jev to work on robots, fleets, and edge hardware — real measured numbers, honestly caveated.",
    "summary_zh": "把 Jev 用在机器人、机群与边缘硬件上 —— 附真实实测数字。",
    "zh_machine": true,
    "url": "https://github.com/robokrunch/jev-physical-ai",
    "kind": "project",
    "patterns": [
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    ],
    "platforms": [
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    "author": {
      "name": "robokrunch",
      "url": "https://github.com/robokrunch"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "code/demo-a.py",
      "matched": [
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-enterprise-decision-fabric",
    "title": "jev-enterprise-decision-fabric",
    "summary": "Architecture for running many semantic decisions through one validated path, with a labelled 111-case benchmark comparing TypeSafe Jev against a Claude baseline, and a dashboard for inspecting any single decision. Experimental, not production.",
    "summary_zh": "让大量语义决策走同一条经过验证的路径的架构，附带标注数据集。",
    "zh_machine": true,
    "url": "https://github.com/ghubnab99/jev-enterprise-decision-fabric",
    "kind": "benchmark",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ghubnab99",
      "url": "https://github.com/ghubnab99"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/DecisionFabric.TypeSafe/TypeSafeClientOptions.cs",
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        "jev-1.13",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "csharp"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-measured",
    "title": "jev-measured",
    "summary": "Measured cost, latency and raw output from the live Jev API (TypeSafe AI System One model) across 8 use cases — reproducible",
    "summary_zh": "在多个场景上实测 Jev 线上 API 的成本、延迟与原始输出。",
    "zh_machine": true,
    "url": "https://github.com/WallerChen/jev-measured",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
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    ],
    "author": {
      "name": "wallerchen",
      "url": "https://github.com/wallerchen"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "bench/accuracy.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-asks-until-sure",
    "title": "jev-asks-until-sure",
    "summary": "A twenty-questions guesser that keeps asking until Jev's calibrated confidence crosses a threshold — or gives up and says so",
    "summary_zh": "二十个问题猜谜：一直问下去，直到 Jev 的校准置信度越过阈值。",
    "zh_machine": true,
    "url": "https://github.com/mintannn/jev-asks-until-sure",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "human-escalation"
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    ],
    "author": {
      "name": "mintannn",
      "url": "https://github.com/mintannn"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevsbistro",
    "title": "jevsbistro",
    "summary": "3D restaurant service simulator for benchmarking low-latency decision models",
    "summary_zh": "用于低延迟决策模型基准测试的 3D 餐厅服务模拟器。",
    "zh_machine": true,
    "url": "https://github.com/andrewsilber/JevsBistro",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "andrewsilber",
      "url": "https://github.com/andrewsilber"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev/protocol.ts",
      "matched": [
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "kojev",
    "title": "kojev",
    "summary": "Kotlin Multiplatform client for Jev that returns your own enum/sealed types instead of string keys.",
    "summary_zh": "Jev 的 Kotlin 多平台客户端：返回你自己的枚举／密封类型，而不是字符串。",
    "zh_machine": true,
    "url": "https://github.com/ItisNoMatter/kojev",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "itisnomatter",
      "url": "https://github.com/itisnomatter"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/commonTest/kotlin/io/github/itisnomatter/kojev/JevClientTest.kt",
      "matched": [
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        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "kotlin"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "n8n-nodes-jev-classification",
    "title": "n8n-nodes-jev-classification",
    "summary": "n8n community node for Jev by TypeSafe AI: classify, score and check text with calibrated probabilities. Parallel requests and multi-item batching.",
    "summary_zh": "Jev 的 n8n 社区节点：带校准概率的文本分类、打分与检查。",
    "zh_machine": true,
    "url": "https://github.com/khmuhtadin/n8n-nodes-jev-classification",
    "kind": "project",
    "patterns": [
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      "output-validation",
      "content-scoring"
    ],
    "platforms": [
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    ],
    "author": {
      "name": "khmuhtadin",
      "url": "https://github.com/khmuhtadin"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "nodes/JevClassification/JevClassification.node.ts",
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        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevmory",
    "title": "jevmory",
    "summary": "Coding-agent memory where every fact is a verbatim quote graded by TypeSafe Jev's calibrated confidence. Local-first, SQLite receipts, zero dependencies.",
    "summary_zh": "编程智能体的记忆：每条事实都是一句逐字引文，由 Jev 的校准置信度评级。",
    "zh_machine": true,
    "url": "https://github.com/romiluz13/jevmory",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "human-escalation",
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "romiluz13",
      "url": "https://github.com/romiluz13"
    },
    "has_code": true,
    "stars": 7,
    "repo_license": "MIT",
    "evidence": {
      "path": "jevmory/cli.py",
      "matched": [
        "api.typesafe.ai"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevtok",
    "title": "jevtok",
    "summary": "Exact token counting and request-cost prediction for TypeSafe's Jev (tiktoken-style)",
    "summary_zh": "Jev 的精确 token 计数与请求成本预测（tiktoken 风格）。",
    "zh_machine": true,
    "url": "https://github.com/LabGuy94/jevtok",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "labguy94",
      "url": "https://github.com/labguy94"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jevtok/cli.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-model-tokengate",
    "title": "jev-model-tokengate",
    "summary": "An OpenAI-compatible proxy that sits between your LLM and your users. It evaluates each sliding window of tokens while the response is still streaming and cuts the stream before a violating token can reach the screen.",
    "summary_zh": "OpenAI 兼容代理，夹在你的 LLM 与用户之间，逐窗口评估输出。",
    "zh_machine": true,
    "url": "https://github.com/Thanh-Mathieu95/jev-model-tokengate",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "thanh-mathieu95",
      "url": "https://github.com/thanh-mathieu95"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "evaluator.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "github-issue-classification-using-jev",
    "title": "github-issue-classification-using-jev",
    "summary": "This repository contains a GitHub issue classifier built on Jev, TypeSafe AI's System One model. It labels every new issue with typed values and calibrated confidence in milliseconds, labelling what it is sure about and escalating what it is not. Three guardrail layers guard every write, and a ",
    "summary_zh": "基于 Jev 的 GitHub issue 分类器。",
    "zh_machine": true,
    "url": "https://github.com/KalyanM45/GitHub-Issue-Classification-Using-Jev",
    "kind": "project",
    "patterns": [
      "classification",
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kalyanm45",
      "url": "https://github.com/kalyanm45"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/ghtriage/adapters/typesafe.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "git-jev-stage",
    "title": "git-jev-stage",
    "summary": "Select Git changes for staging with a plain-language description.",
    "summary_zh": "用一句大白话描述来挑选要暂存的 Git 变更。",
    "zh_machine": true,
    "url": "https://github.com/ibrahemid/git-jev-stage",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ibrahemid",
      "url": "https://github.com/ibrahemid"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/core/jevClient.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "dsh-jev-decide",
    "title": "dsh-jev-decide",
    "summary": "DSH plugin: register TypeSafe Jev (System One decision model) as an agent tool — jev_decide returns calibrated probabilities (noul/choice/score) for routing/triage/guardrail judgments, no text generation. 把 TypeSafe Jev 决策模型注册为 DSH agent 工具",
    "summary_zh": "DSH 插件：把 Jev 注册成一个智能体工具。",
    "zh_machine": true,
    "url": "https://github.com/nanami-0713/dsh-jev-decide",
    "kind": "plugin",
    "patterns": [
      "classification",
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nanami-0713",
      "url": "https://github.com/nanami-0713"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/index.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-sdk-java",
    "title": "jev-sdk-java",
    "summary": "Type-safe Java 21 client for the TypeSafe AI Jev (System One) decision API",
    "summary_zh": "类型安全的 Java 21 客户端。",
    "zh_machine": true,
    "url": "https://github.com/luigivis/jev-sdk-java",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "luigivis",
      "url": "https://github.com/luigivis"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/main/java/com/luigivismara/jev/JevClient.java",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "java"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-issue-radar",
    "title": "jev-issue-radar",
    "summary": "GitHub issue triage with side-by-side evidence. Try the public sample without setup, or run the local app with TypeSafe Jev via OpenRouter.",
    "summary_zh": "带并排证据的 GitHub issue 分拣，可免配置试用公开样例。",
    "zh_machine": true,
    "url": "https://github.com/Patrick-SCH03/jev-issue-radar",
    "kind": "project",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "patrick-sch03",
      "url": "https://github.com/patrick-sch03"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/jev.mjs",
      "matched": [
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-score",
    "title": "jev-score",
    "summary": "Local-first document evaluation workspaces powered by Jev",
    "summary_zh": "由 Jev 驱动的本地优先文档评估工作区。",
    "zh_machine": true,
    "url": "https://github.com/a-Fig/jev-score",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "a-fig",
      "url": "https://github.com/a-fig"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.mjs",
      "matched": [
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevernetes",
    "title": "jevernetes",
    "summary": "Live Kubernetes log analysis, contextual investigation, and agent handoff powered by Jev.",
    "summary_zh": "由 Jev 驱动的 Kubernetes 实时日志分析、上下文调查与智能体交接。",
    "zh_machine": true,
    "url": "https://github.com/sunil-sadasivan/jevernetes",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "sunil-sadasivan",
      "url": "https://github.com/sunil-sadasivan"
    },
    "has_code": true,
    "stars": 10,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "jevernetes/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevonly",
    "title": "jevonly",
    "summary": "Pure Jev that can \"type\" and drive towards task completion.",
    "summary_zh": "纯 Jev 驱动的智能体：能「打字」并推进任务直至完成。",
    "zh_machine": true,
    "url": "https://github.com/buluoray/JevOnly",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "buluoray",
      "url": "https://github.com/buluoray"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/jevonly/core/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "auto-mode-for-paseo",
    "title": "auto-mode-for-paseo",
    "summary": "A Paseo provider that uses TypeSafe Jev to route each Codex turn.",
    "summary_zh": "一个 Paseo provider，用 Jev 路由 Codex 的每一轮。",
    "zh_machine": true,
    "url": "https://github.com/obetomuniz/auto-mode-for-paseo",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "obetomuniz",
      "url": "https://github.com/obetomuniz"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "server/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "dsh-jev-prune",
    "title": "dsh-jev-prune",
    "summary": "Jev-judged context compaction for DeepSeek Harness: semantic tool-result pruning + deterministic receipt compaction",
    "summary_zh": "给 DeepSeek Harness 的 Jev 判定式上下文压缩：语义化的工具结果裁剪。",
    "zh_machine": true,
    "url": "https://github.com/yangyu666/dsh-jev-prune",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "content-scoring",
      "context-compaction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "yangyu666",
      "url": "https://github.com/yangyu666"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "webctl",
    "title": "webctl",
    "summary": "Smart web search CLI for agents, backed by Jev. Saves a lot of tokens.",
    "summary_zh": "给智能体用的智能网页搜索 CLI，由 Jev 支撑，大幅省 token。",
    "zh_machine": true,
    "url": "https://github.com/dorkitude/webctl",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "dorkitude",
      "url": "https://github.com/dorkitude"
    },
    "has_code": true,
    "stars": 79,
    "repo_license": "MIT",
    "evidence": {
      "path": "internal/jev/client.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevaluate",
    "title": "jevaluate",
    "summary": "Jevaluate: evaluate before you trust. Field notes, runnable scripts and an agent skill for TypeSafe Jev: gated evals, a browser loop, a product walk with DeepSeek vision, a UI text judge and a first-click tree test. Co-authored with Claude Fable 5.1.",
    "summary_zh": "先评估再信任：实战笔记、可运行脚本与一个 agent 技能。",
    "zh_machine": true,
    "url": "https://github.com/ElshinQ/jevaluate",
    "kind": "plugin",
    "patterns": [
      "tool-selection",
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "elshinq",
      "url": "https://github.com/elshinq"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/jev.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "alphaoptimizer",
    "title": "alphaoptimizer",
    "summary": "Jev-powered output optimization for Codex, built to keep large tool results concise and usable.",
    "summary_zh": "由 Jev 驱动的 Codex 输出优化，让庞大的工具结果保持简洁可用。",
    "zh_machine": true,
    "url": "https://github.com/alpha-tales/alphaoptimizer",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "alpha-tales",
      "url": "https://github.com/alpha-tales"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "dist/src/providers/jev.js",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "clear-head",
    "title": "clear-head",
    "summary": "Claude Code Stop hook that checks an AI assistant's claims against what it actually read this session, using TypeSafe's Jev as the judge",
    "summary_zh": "Claude Code Stop 钩子：核对 AI 助手的声明与它这轮实际读过的内容是否相符。",
    "zh_machine": true,
    "url": "https://github.com/VladyslavHontar/clear-head",
    "kind": "plugin",
    "patterns": [
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "vladyslavhontar",
      "url": "https://github.com/vladyslavhontar"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "stop_verify.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-the-janitor",
    "title": "jev-the-janitor",
    "summary": "A janitor for markdown vaults powered by TypeSafe Jev: Jev votes on each note, your code files it, you review the low-confidence pile.",
    "summary_zh": "由 Jev 驱动的 Markdown 知识库清洁工：Jev 对每篇笔记投票，你的代码负责归档。",
    "zh_machine": true,
    "url": "https://github.com/kylehovance-ai/jev-the-janitor",
    "kind": "project",
    "patterns": [
      "output-validation",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kylehovance-ai",
      "url": "https://github.com/kylehovance-ai"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "janitor/client.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevyoumean",
    "title": "jevyoumean",
    "summary": "Semantic \"Did you mean?\" for any CLI — wraps commands and uses TypeSafe's Jev to match subcommand typos by intent, not edit distance.",
    "summary_zh": "给任意 CLI 的语义化「你是不是想输入」：用 Jev 匹配子命令。",
    "zh_machine": true,
    "url": "https://github.com/syumai/jevyoumean",
    "kind": "project",
    "patterns": [
      "intent-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "syumai",
      "url": "https://github.com/syumai"
    },
    "has_code": true,
    "stars": 12,
    "repo_license": "MIT",
    "evidence": {
      "path": "internal/jev/client.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-mem",
    "title": "jev-mem",
    "summary": "Jev-Mem: System-One Controlled Agentic Memory",
    "summary_zh": "Jev-Mem：由 System One 控制的智能体记忆。",
    "zh_machine": true,
    "url": "https://github.com/libingzheren/Jev-Mem",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "libingzheren",
      "url": "https://github.com/libingzheren"
    },
    "has_code": true,
    "stars": 24,
    "repo_license": "MIT",
    "evidence": {
      "path": "memory/jev_client.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "toolgate",
    "title": "toolgate",
    "summary": "Open auto mode for AI agents — a calibrated tool-call firewall powered by TypeSafe Jev. Ships as a Claude Code hook",
    "summary_zh": "面向 AI 智能体的开源自动模式：一个校准过的工具调用防火墙。",
    "zh_machine": true,
    "url": "https://github.com/RiskAverseTech/toolgate",
    "kind": "plugin",
    "patterns": [
      "safety-gating",
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "riskaversetech",
      "url": "https://github.com/riskaversetech"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/backends/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "datajev",
    "title": "datajev",
    "summary": "⚡ DataJev LLM → Analyze Jev → Continue / Switch / Verify / Stop System-1 control for System-2 data agents",
    "summary_zh": "用 System-1 控制 System-2：继续／切换／校验／停止。",
    "zh_machine": true,
    "url": "https://github.com/zzz1YAO/DataJev",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zzz1yao",
      "url": "https://github.com/zzz1yao"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "datajev/controllers/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-as-a-judge",
    "title": "typesafe-as-a-judge",
    "summary": "Unofficial community MCP plugin for Codex and Claude Code using TypeSafe Jev for bounded routing, ranking, extraction, verification, and escalation",
    "summary_zh": "给 Codex 与 Claude Code 的非官方社区 MCP 插件，用 Jev 做有界路由。",
    "zh_machine": true,
    "url": "https://github.com/E-FL/typesafe-as-a-judge",
    "kind": "plugin",
    "patterns": [
      "search-ranking",
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "e-fl",
      "url": "https://github.com/e-fl"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "server/judge.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-jev-permit",
    "title": "pi-jev-permit",
    "summary": "A Jev (TypeSafe System One) permission gate for the Pi coding agent: judges every bash / write / edit call before it runs",
    "summary_zh": "给 Pi 编程智能体的 Jev 权限闸门：审判每一次 bash 与写入。",
    "zh_machine": true,
    "url": "https://github.com/kurihada/pi-jev-permit",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kurihada",
      "url": "https://github.com/kurihada"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "system-one-chess",
    "title": "system-one-chess",
    "summary": "Chess against Jev, TypeSafe AI's System One model, through OpenRouter. Built with the pico framework.",
    "summary_zh": "通过 OpenRouter 与 Jev 下国际象棋。",
    "zh_machine": true,
    "url": "https://github.com/dperezcabrera/system-one-chess",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "dperezcabrera",
      "url": "https://github.com/dperezcabrera"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "GPL-3.0",
    "evidence": {
      "path": "system_one_chess/jev.py",
      "matched": [
        "/v1/systemone",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-preflight",
    "title": "jev-preflight",
    "summary": "A bounded Jev risk check for Claude Code: eight risk axes, one request, one optional reinspection.",
    "summary_zh": "给 Claude Code 的有界 Jev 风险检查：八个风险维度、一次请求。",
    "zh_machine": true,
    "url": "https://github.com/muse0509/jev-preflight",
    "kind": "plugin",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "muse0509",
      "url": "https://github.com/muse0509"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "internal/jev/client.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-switchboard",
    "title": "jev-switchboard",
    "summary": "A JEV-gated semantic communication layer for parallel coding agents.",
    "summary_zh": "给并行编程智能体的 JEV 门控语义通信层。",
    "zh_machine": true,
    "url": "https://github.com/ZIJIAN004/jev-switchboard",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zijian004",
      "url": "https://github.com/zijian004"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.mjs",
      "matched": [
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-songwriter",
    "title": "jev-songwriter",
    "summary": "A decision model that cannot write a single note writes songs. Code computes, Jev judges, and every call is replayable.",
    "summary_zh": "一个一个音符都写不出的决策模型却写出了歌：代码负责计算，Jev 负责评判。",
    "zh_machine": true,
    "url": "https://github.com/beingcognitive/jev-songwriter",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "beingcognitive",
      "url": "https://github.com/beingcognitive"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/jev.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-chat-windows",
    "title": "jev-chat-windows",
    "summary": "微信（Windows 4.x）旁挂的回复辅助：窗口截图 + 本地离线 OCR 读对方消息 → Jev 判断意图 → 3 条候选一键填入，发送永远手动",
    "summary_zh": "微信（Windows）旁挂回复辅助：截图加本地 OCR 读消息，Jev 判断意图，生成候选，发送永远手动。",
    "zh_machine": true,
    "url": "https://github.com/jev-chat/jev-chat-windows",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jev-chat",
      "url": "https://github.com/jev-chat"
    },
    "has_code": true,
    "stars": 217,
    "repo_license": "unknown",
    "evidence": {
      "path": "core/jev_client.py",
      "matched": [
        "typesafe_sdk",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "macbrow",
    "title": "macbrow",
    "summary": "Hands free Mac and Browser control powered by Gradium",
    "summary_zh": "由 Gradium 驱动的免手操作 Mac 与浏览器控制。",
    "zh_machine": true,
    "url": "https://github.com/timpratim/macbrow",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "timpratim",
      "url": "https://github.com/timpratim"
    },
    "has_code": true,
    "stars": 131,
    "repo_license": "MIT",
    "evidence": {
      "path": "macbrow/generator.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "cairn-jev-lab",
    "title": "cairn-jev-lab",
    "summary": "Test what your AI should remember. An experimental, source-aware memory admission evaluator powered by Jev, with editable cases and inspectable results.",
    "summary_zh": "测试你的 AI 应该记住什么：实验性的、感知来源的记忆准入评估器。",
    "zh_machine": true,
    "url": "https://github.com/Cairn-ink/cairn-jev-lab",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "cairn-ink",
      "url": "https://github.com/cairn-ink"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-eyes",
    "title": "jev-eyes",
    "summary": "Give Jev eyes — honest, local image perception for TypeSafe's text-only System One model. OCR + spatial layout → Jev state. CLI, MCP server, agent skill.",
    "summary_zh": "给 Jev 装上眼睛 —— 为纯文本的 System One 模型提供诚实的本地图像感知。",
    "zh_machine": true,
    "url": "https://github.com/LeddoEngano/jev-eyes",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "leddoengano",
      "url": "https://github.com/leddoengano"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "benchmarks/jev_accuracy.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
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    "summary_zh": "你的助手之家：AI 智能体所需的记忆、密钥、代码与自动化。",
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    "title": "agent",
    "summary": "AgentiLoop Agent! An Autonomous Agentic Agent for Mac, and exclusive Apple only harnesss. Supports automation, scripting, coding, build anything and more. Powered by 21 LLM providers across local and cloud platforms. Dark or Light Mode UI.",
    "summary_zh": "面向 Mac 的自主智能体 harness。",
    "zh_machine": true,
    "url": "https://github.com/AgentiLoop/Agent",
    "kind": "integration",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "agentiloop",
      "url": "https://github.com/agentiloop"
    },
    "has_code": true,
    "stars": 624,
    "repo_license": "unknown",
    "evidence": {
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        "/v1/systemone",
        "systemOne"
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      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    ],
    "license": "CC0-1.0",
    "languages": [
      "swift"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "vellum-assistant",
    "title": "vellum-assistant",
    "summary": "An AI Assistant that’s easy to setup, does your work 24/7, knows your preferences and gets better over time.",
    "summary_zh": "易于配置的 AI 助手：全天候工作、了解你的偏好。",
    "zh_machine": true,
    "url": "https://github.com/vellum-ai/vellum-assistant",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "vellum-ai",
      "url": "https://github.com/vellum-ai"
    },
    "has_code": true,
    "stars": 1298,
    "repo_license": "MIT",
    "evidence": {
      "path": "assistant/src/providers/jev/client.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "openwhisper",
    "title": "openwhisper",
    "summary": "Local speech-to-text, dictation, and meetings with Whisper and OpenAI API. Optional Windows x64 engines: Parakeet, Qwen3-ASR, Nemotron Streaming, and Moonshine.",
    "summary_zh": "基于 Whisper 的本地语音转写、听写与会议记录。",
    "zh_machine": true,
    "url": "https://github.com/Knuckles92/OpenWhisper",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "knuckles92",
      "url": "https://github.com/knuckles92"
    },
    "has_code": true,
    "stars": 187,
    "repo_license": "MIT",
    "evidence": {
      "path": "benchmarks/typesafe_experiments.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-tetris",
    "title": "jev-tetris",
    "summary": "Jev play Tetris in real-time against other AI models",
    "summary_zh": "让 Jev 实时与其他 AI 模型对战俄罗斯方块。",
    "zh_machine": true,
    "url": "https://github.com/trungdq88/jev-tetris",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "trungdq88",
      "url": "https://github.com/trungdq88"
    },
    "has_code": true,
    "stars": 13,
    "repo_license": "unknown",
    "evidence": {
      "path": "lib/typesafe.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevvy",
    "title": "jevvy",
    "summary": "Jev-powered plugins for coding agents",
    "summary_zh": "给编程智能体的 Jev 插件集。",
    "zh_machine": true,
    "url": "https://github.com/PanAchy/jevvy",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "panachy",
      "url": "https://github.com/panachy"
    },
    "has_code": true,
    "stars": 15,
    "repo_license": "MIT",
    "evidence": {
      "path": "packages/core/src/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-rag-benchmark",
    "title": "jev-rag-benchmark",
    "summary": "Reproducible benchmark for measuring Jev reranking quality, latency, and cost in RAG",
    "summary_zh": "可复现的基准：衡量 Jev 在 RAG 里的重排质量、延迟与成本。",
    "zh_machine": true,
    "url": "https://github.com/erendikmenn/jev-rag-benchmark",
    "kind": "benchmark",
    "patterns": [
      "search-ranking",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "erendikmenn",
      "url": "https://github.com/erendikmenn"
    },
    "has_code": true,
    "stars": 14,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_rag_benchmark/rerankers.py",
      "matched": [
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typed-decision-bert",
    "title": "typed-decision-bert",
    "summary": "Unofficial PoC: a BERT-style encoder decision engine behind a typed-decision (noul / choice / score) HTTP API. Not affiliated with TypeSafe.",
    "summary_zh": "非官方概念验证：用 BERT 式编码器做类型化决策引擎。",
    "zh_machine": true,
    "url": "https://github.com/hawkymisc/typed-decision-bert",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "hawkymisc",
      "url": "https://github.com/hawkymisc"
    },
    "has_code": true,
    "stars": 26,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jevbert/api/routes.py",
      "matched": [
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        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-gates",
    "title": "jev-gates",
    "summary": "Six calibrated gates for Claude Code, judged by TypeSafe Jev: rules, scope, intent, done, claims, and commit honesty. Each one escalates, none ever approves.",
    "summary_zh": "给 Claude Code 的六道校准闸门：规则、范围、意图、完成度等。",
    "zh_machine": true,
    "url": "https://github.com/rashedInt32/jev-gates",
    "kind": "plugin",
    "patterns": [
      "safety-gating",
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "rashedint32",
      "url": "https://github.com/rashedint32"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/jev.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-vs-ml",
    "title": "jev-vs-ml",
    "summary": "Jev-vs-ML",
    "summary_zh": "Jev 与传统机器学习的对比。",
    "zh_machine": true,
    "url": "https://github.com/QuicqDev/Jev-vs-ML",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "quicqdev",
      "url": "https://github.com/quicqdev"
    },
    "has_code": true,
    "stars": 13,
    "repo_license": "unknown",
    "evidence": {
      "path": "jevbench_v4/providers.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jot",
    "title": "jot",
    "summary": "The first general-purpose System One agent for Jev",
    "summary_zh": "第一个面向 Jev 的通用 System One 智能体。",
    "zh_machine": true,
    "url": "https://github.com/runta-dev/jot",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "runta-dev",
      "url": "https://github.com/runta-dev"
    },
    "has_code": true,
    "stars": 19,
    "repo_license": "unknown",
    "evidence": {
      "path": "packages/jev-core/src/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "dspy-typesafeify",
    "title": "dspy-typesafeify",
    "summary": "Add a decorator for dspy Signatures that automatically uses TypeSafe where relevant",
    "summary_zh": "给 dspy Signature 加一个装饰器，在合适处自动改用 TypeSafe。",
    "zh_machine": true,
    "url": "https://github.com/typesafeainate/dspy-typesafeify",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "typesafeainate",
      "url": "https://github.com/typesafeainate"
    },
    "has_code": true,
    "stars": 61,
    "repo_license": "MIT",
    "evidence": {
      "path": "examples/typesafe_dspy_ticket_triage/run_demo.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "laya-vs-jev",
    "title": "laya-vs-jev",
    "summary": "Laya vs Jev: local MLX and hosted AI decisions playing T-Rex side by side, with live metrics and replay recording",
    "summary_zh": "Laya 对比 Jev：本地 MLX 与托管 API 并排玩恐龙跑酷，带实时指标。",
    "zh_machine": true,
    "url": "https://github.com/virajbhartiya/laya-vs-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "virajbhartiya",
      "url": "https://github.com/virajbhartiya"
    },
    "has_code": true,
    "stars": 74,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "laya_mlx/agent.py",
      "matched": [
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "laya-ultrafast",
    "title": "laya-ultrafast",
    "summary": "Same as jev-ultrafast but using Laya",
    "summary_zh": "与 jev-ultrafast 相同，但换成 Laya。",
    "zh_machine": true,
    "url": "https://github.com/ipenywis/laya-ultrafast",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ipenywis",
      "url": "https://github.com/ipenywis"
    },
    "has_code": true,
    "stars": 88,
    "repo_license": "MIT",
    "evidence": {
      "path": "laya_ultrafast/model.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "djev",
    "title": "djev",
    "summary": "Jev-style structured decisions on DiffusionGemma: the example server from vLLM PR 57250",
    "summary_zh": "在 DiffusionGemma 上做 Jev 式结构化决策的示例服务。",
    "zh_machine": true,
    "url": "https://github.com/mmastrac/djev",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mmastrac",
      "url": "https://github.com/mmastrac"
    },
    "has_code": true,
    "stars": 26,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "structured_server.py",
      "matched": [
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "laya-jev-lab",
    "title": "laya-jev-lab",
    "summary": "Independent measurements of typed-decision models: Jev (TypeSafe API) vs Laya (open weights), and a local-first cascade that matches Jev's accuracy at 1.8x the speed",
    "summary_zh": "类型化决策模型的独立实测：Jev 对比开源权重的 Laya。",
    "zh_machine": true,
    "url": "https://github.com/yibie/laya-jev-lab",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "yibie",
      "url": "https://github.com/yibie"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "cascade/run2-jev.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevopt",
    "title": "jevopt",
    "summary": "Making intelligent compiler optimisation decisions with Jev",
    "summary_zh": "用 Jev 做智能的编译器优化决策。",
    "zh_machine": true,
    "url": "https://github.com/Ramneet-Singh/jevopt",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ramneet-singh",
      "url": "https://github.com/ramneet-singh"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "GPL-3.0",
    "evidence": {
      "path": "src/jevopt/cli.py",
      "matched": [
        "typesafe_sdk",
        "jev-1.13",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "browserclaw",
    "title": "browserclaw",
    "summary": "BrowserClaw - High-efficiency Chrome browser automation MCP server",
    "summary_zh": "高效率的 Chrome 浏览器自动化 MCP server。",
    "zh_machine": true,
    "url": "https://github.com/GoldenLoaf24h/browserclaw",
    "kind": "plugin",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "goldenloaf24h",
      "url": "https://github.com/goldenloaf24h"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "unknown",
    "evidence": {
      "path": "app/native-server/src/jev/jev-client.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "opencode-jev-orchestrator",
    "title": "opencode-jev-orchestrator",
    "summary": "Keeps OpenCode on a cheap sticky model for warm cache; Jev escalates hard turns to stronger subagents.",
    "summary_zh": "让 OpenCode 粘在便宜模型上以保持缓存热度，由 Jev 把困难的轮次升级给更强的模型。",
    "zh_machine": true,
    "url": "https://github.com/aaronshaf/opencode-jev-orchestrator",
    "kind": "project",
    "patterns": [
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "aaronshaf",
      "url": "https://github.com/aaronshaf"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
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        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "leanest",
    "title": "leanest",
    "summary": "Local-first test selector using Jev judgments to determine which tests are affected by a code change",
    "summary_zh": "本地优先的测试选择器：用 Jev 判断哪些测试受某次变更影响。",
    "zh_machine": true,
    "url": "https://github.com/baronunread/leanest",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "baronunread",
      "url": "https://github.com/baronunread"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
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        "jev-latest",
        "/v1/systemone"
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      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-mac-voice",
    "title": "jev-mac-voice",
    "summary": "English full-duplex voice control for macOS with OpenAI Realtime, native Accessibility, and Jev.",
    "summary_zh": "面向 macOS 的英文全双工语音控制。",
    "zh_machine": true,
    "url": "https://github.com/brudarko/jev-mac-voice",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "brudarko",
      "url": "https://github.com/brudarko"
    },
    "has_code": true,
    "stars": 20,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.js",
      "matched": [
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "ha-conversation-jev",
    "title": "ha-conversation-jev",
    "summary": "Home Assistant custom component: Conversation agent with Jev fast-path + Grok fallback",
    "summary_zh": "Home Assistant 自定义组件：Jev 快路径加大模型兜底的对话智能体。",
    "zh_machine": true,
    "url": "https://github.com/luxus/ha-conversation-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "luxus",
      "url": "https://github.com/luxus"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "custom_components/jev_assist/jev_client.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "vector-graph-rag",
    "title": "vector-graph-rag",
    "summary": "Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.",
    "summary_zh": "纯向量检索的 Graph RAG，在多跳推理场景上达到当前最好水平。",
    "zh_machine": true,
    "url": "https://github.com/zilliztech/vector-graph-rag",
    "kind": "project",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zilliztech",
      "url": "https://github.com/zilliztech"
    },
    "has_code": true,
    "stars": 245,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/vector_graph_rag/llm/jev.py",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevseek",
    "title": "jevseek",
    "summary": "JMP — Joint Model Participation. A local coding workspace where Jev routes actions and OpenAI, DeepSeek, or local models generate arguments.",
    "summary_zh": "本地编程工作区：由 Jev 路由动作。",
    "zh_machine": true,
    "url": "https://github.com/morcoan/JMP",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "morcoan",
      "url": "https://github.com/morcoan"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "benchmarks/compare_deliberation.py",
      "matched": [
        "typesafe_sdk",
        "jev-1.13",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "archived"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "deep-searcher",
    "title": "deep-searcher",
    "summary": "Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.",
    "summary_zh": "开源的深度研究替代方案，在私有数据上推理与检索。",
    "zh_machine": true,
    "url": "https://github.com/zilliztech/deep-searcher",
    "kind": "alternative",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zilliztech",
      "url": "https://github.com/zilliztech"
    },
    "has_code": true,
    "stars": 8275,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "evaluation/jev_stopping/run_full100.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "gptcache",
    "title": "gptcache",
    "summary": "Semantic cache for LLMs. Fully integrated with LangChain and llama_index.",
    "summary_zh": "面向 LLM 的语义缓存，已完整集成主流框架。",
    "zh_machine": true,
    "url": "https://github.com/zilliztech/GPTCache",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zilliztech",
      "url": "https://github.com/zilliztech"
    },
    "has_code": true,
    "stars": 8200,
    "repo_license": "MIT",
    "evidence": {
      "path": "gptcache/similarity_evaluation/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-flash-router",
    "title": "jev-flash-router",
    "summary": "open-sourced jev-flash-router: an MCP server for TypeSafe's new Jev model. AI coding agents waste hundreds of reasoning tokens just deciding which file to edit, which route to pick, or whether a diff breaks tests. Jev evaluates state and outputs calibrated probabilities. Works with Cursor, Wind",
    "summary_zh": "开源的 jev-flash-router：给 Jev 的 MCP server。",
    "zh_machine": true,
    "url": "https://github.com/Ravinder82/jev-flash-router",
    "kind": "plugin",
    "patterns": [
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ravinder82",
      "url": "https://github.com/ravinder82"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "dist/index.js",
      "matched": [
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-hooks",
    "title": "jev-hooks",
    "summary": "Compose typed Jev judgments as reactive semantic state in React and backend programs",
    "summary_zh": "把类型化 Jev 判断组合成 React 与后端程序里的响应式语义状态。",
    "zh_machine": true,
    "url": "https://github.com/microchipgnu/jev-hooks",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "microchipgnu",
      "url": "https://github.com/microchipgnu"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/adapters/typesafe.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pydantic-jev-examples",
    "title": "pydantic-jev-examples",
    "summary": "Pydantic AI capabilities made stronger with Jev: small runnable demos, one file each",
    "summary_zh": "用 Jev 增强 Pydantic AI 能力的小型可运行演示，每个一个文件。",
    "zh_machine": true,
    "url": "https://github.com/adtyavrdhn/pydantic-jev-examples",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "adtyavrdhn",
      "url": "https://github.com/adtyavrdhn"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "flappy_bird/jev_player.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-builder-loop",
    "title": "jev-builder-loop",
    "summary": "Grok skill: Jev as a judgment sensor in a builder-agent loop (priors × probabilities → next act)",
    "summary_zh": "Grok 技能：把 Jev 当作构建者循环里的判断传感器（先验 × 概率 → 下一步）。",
    "zh_machine": true,
    "url": "https://github.com/rainbowpuffpuff/jev-builder-loop",
    "kind": "plugin",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "rainbowpuffpuff",
      "url": "https://github.com/rainbowpuffpuff"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/loop.py",
      "matched": [
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        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-anotacao-sentencas",
    "title": "jev-anotacao-sentencas",
    "summary": "Jev (TypeSafe) vs. Gemini 3.8 Flash vs. GPT-5.6 Luna na anotação estruturada de sentenças do TJSP: qualidade, tempo e custo",
    "summary_zh": "Jev 与两个大模型在结构化句子标注上的对比（葡萄牙语）。",
    "zh_machine": true,
    "url": "https://github.com/lab-dados/jev-anotacao-sentencas",
    "kind": "project",
    "patterns": [
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    ],
    "platforms": [
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    ],
    "author": {
      "name": "lab-dados",
      "url": "https://github.com/lab-dados"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/jevtest/clientes.py",
      "matched": [
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        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "ailerix",
    "title": "ailerix",
    "summary": "Type-safe model router. Jev (System One) banks each request to a typed catalog route.",
    "summary_zh": "类型安全的模型路由器：Jev 把每个请求归入一条类型化的目录路线。",
    "zh_machine": true,
    "url": "https://github.com/tylerjharden/ailerix",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tylerjharden",
      "url": "https://github.com/tylerjharden"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/app/docs/page.tsx",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "spendbrake",
    "title": "spendbrake",
    "summary": "Agent budget brake — continue / downgrade_model / stop via TypeSafe Jev",
    "summary_zh": "智能体预算刹车：继续／降级模型／停止。",
    "zh_machine": true,
    "url": "https://github.com/ndolinschi/spendbrake",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ndolinschi",
      "url": "https://github.com/ndolinschi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/lib/jev.ts",
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        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-demo-mcp",
    "title": "typesafe-demo-mcp",
    "summary": "MCP server exposing TypeSafe System One judgments (noul, choice, score) as agent tools",
    "summary_zh": "把 System One 判断暴露成智能体工具的 MCP server。",
    "zh_machine": true,
    "url": "https://github.com/bestagentkits/typesafe-demo-mcp",
    "kind": "plugin",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "bestagentkits",
      "url": "https://github.com/bestagentkits"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
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      "matched": [
        "@typesafe-ai/sdk",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "draftpulse",
    "title": "draftpulse",
    "summary": "Experimental: live X draft viral scorer powered by TypeSafe Jev",
    "summary_zh": "实验性的 X 草稿传播度实时评分。",
    "zh_machine": true,
    "url": "https://github.com/pekth/draftpulse",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "pekth",
      "url": "https://github.com/pekth"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
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        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "research-desk",
    "title": "research_desk",
    "summary": "TypeSafe Jev demonstration for new analyzation — experimenting with Jev for fast analysis of news and tickers",
    "summary_zh": "用 Jev 做快速分析的演示。",
    "zh_machine": true,
    "url": "https://github.com/0xnairb/research_desk",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "0xnairb",
      "url": "https://github.com/0xnairb"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "app/desk/pipeline.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-oracles",
    "title": "typesafe-oracles",
    "summary": "Evaluating TypeSafe's System One primitives (Choice/Score/Noul) — where a typed oracle beats an LLM call",
    "summary_zh": "评估 System One 三原语：类型化的裁决在哪些场景胜过生成式模型。",
    "zh_machine": true,
    "url": "https://github.com/trophee-bot/typesafe-oracles",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "trophee-bot",
      "url": "https://github.com/trophee-bot"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "probes/run-arms.mjs",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-browser-control",
    "title": "jev-browser-control",
    "summary": "Let Claude code, chatgpt codex or control your own Chrome. Chrome extension + MCP server: Jev, TypeSafe's decision model, picks each click in ~0.5 s for a fraction of a cent. MIT, bring your own OpenRouter key.",
    "summary_zh": "让编程智能体控制你自己的 Chrome：扩展加 MCP server。",
    "zh_machine": true,
    "url": "https://github.com/nexibeo/jev-browser-control",
    "kind": "plugin",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nexibeo",
      "url": "https://github.com/nexibeo"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "extension/lib/provider.js",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-leftpad",
    "title": "jev-leftpad",
    "summary": "Left-pad strings with TypeSafe AI's Jev. For reasons.",
    "summary_zh": "用 Jev 给字符串做左填充。就是想试试。",
    "zh_machine": true,
    "url": "https://github.com/f/jev-leftpad",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "f",
      "url": "https://github.com/f"
    },
    "has_code": true,
    "stars": 78,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/index.js",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "trustgate",
    "title": "trustgate",
    "summary": "TrustGate — indie media T&S gate via TypeSafe Jev",
    "summary_zh": "TrustGate：面向独立媒体的信任与安全闸门。",
    "zh_machine": true,
    "url": "https://github.com/ndolinschi/trustgate",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ndolinschi",
      "url": "https://github.com/ndolinschi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/lib/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "browser-use-olympics",
    "title": "browser-use-olympics",
    "summary": "Browser Use Olympics by Almond: one prompt, five events, one clock. Plus fast loop, a ~200-line browser computer-use agent (Chrome DevTools + TypeSafe Jev).",
    "summary_zh": "浏览器操作奥运会：一个提示、五个项目、一块秒表。",
    "zh_machine": true,
    "url": "https://github.com/eriestra/browser-use-olympics",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "eriestra",
      "url": "https://github.com/eriestra"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "almond-fastloop.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-resume-disqualifier",
    "title": "jev-resume-disqualifier",
    "summary": "Jev Resume Disqualifier: Sub-25ms automated resume knockout engine powered by TypeSafe Jev System One decision intelligence. Eliminates 80% of unqualified applicants with deterministic date math & EEOC-safe rejection notices.",
    "summary_zh": "亚 25 毫秒的简历自动淘汰引擎。",
    "zh_machine": true,
    "url": "https://github.com/AiPersonacademy/jev-resume-disqualifier",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "aipersonacademy",
      "url": "https://github.com/aipersonacademy"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "engine/decision_gateway.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "openpoke-meets-jev",
    "title": "openpoke-meets-jev",
    "summary": "Open source implementation of Poke",
    "summary_zh": "某助手产品的开源实现。",
    "zh_machine": true,
    "url": "https://github.com/0xShin0221/openpoke-meets-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "0xshin0221",
      "url": "https://github.com/0xshin0221"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "server/jev/client.py",
      "matched": [
        "typesafe_sdk",
        "/v1/systemone",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-gate",
    "title": "jev-gate",
    "summary": "Not every coding task needs your best model. Experimental Jev-powered model routing for Claude Code — V3 prototype runs today, V4 routes at the task boundary.",
    "summary_zh": "不是每个编程任务都需要你最好的模型：实验性的 Jev 模型路由。",
    "zh_machine": true,
    "url": "https://github.com/MongLong0214/jev-gate",
    "kind": "plugin",
    "patterns": [
      "model-routing",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "monglong0214",
      "url": "https://github.com/monglong0214"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-trace-classifier",
    "title": "jev-trace-classifier",
    "summary": "Application of TypeSafe Jev (noul judgment primitive) on the collusion.wiki corpus: agent vs human page authorship, head-to-head vs local Qwen3.8-Flash-Next",
    "summary_zh": "把 Jev 的 noul 原语应用到一个共谋语料库上。",
    "zh_machine": true,
    "url": "https://github.com/sypherin/jev-trace-classifier",
    "kind": "benchmark",
    "patterns": [
      "classification",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "sypherin",
      "url": "https://github.com/sypherin"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "agent-jev-tetris",
    "title": "agent-jev-tetris",
    "summary": "using the new model JEV to play the game tetris",
    "summary_zh": "用 JEV 玩俄罗斯方块。",
    "zh_machine": true,
    "url": "https://github.com/Yasserbhb/Agent-JEV-Tetris",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "yasserbhb",
      "url": "https://github.com/yasserbhb"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "server.mjs",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "scam-shield",
    "title": "scam-shield",
    "summary": "Scam text message filter powered by TypeSafe's Jev model",
    "summary_zh": "由 Jev 驱动的诈骗短信过滤器。",
    "zh_machine": true,
    "url": "https://github.com/ShupingR/scam-shield",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shupingr",
      "url": "https://github.com/shupingr"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/server/check.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-yt-time-saver",
    "title": "jev-yt-time-saver",
    "summary": "A Chrome extension that covers distracting YouTube videos with Jev. Show anyway whenever you want.",
    "summary_zh": "Chrome 扩展：用 Jev 遮住让人分心的 YouTube 视频，想看随时可展开。",
    "zh_machine": true,
    "url": "https://github.com/jaibhasin/jev-yt-time-saver",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jaibhasin",
      "url": "https://github.com/jaibhasin"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "unknown",
    "evidence": {
      "path": "background/background.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-freeform",
    "title": "jev-freeform",
    "summary": "An observable raw-character chat experiment powered entirely by TypeSafe Jev Choice",
    "summary_zh": "完全由 Jev Choice 驱动的可观测逐字符聊天实验。",
    "zh_machine": true,
    "url": "https://github.com/kesku/jev-freeform",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kesku",
      "url": "https://github.com/kesku"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "main.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
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    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "skill-router",
    "title": "skill-router",
    "summary": "Tell Claude Code which installed skill a session needs, using Jev (TypeSafe AI) for the decision and skills.sh for discovery.",
    "summary_zh": "用 Jev 告诉 Claude Code 当前会话需要哪个已安装技能。",
    "zh_machine": true,
    "url": "https://github.com/lomeshdutta/skill-router",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "lomeshdutta",
      "url": "https://github.com/lomeshdutta"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
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      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
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        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "psearch",
    "title": "psearch",
    "summary": "Parallel web search for terminals and agents, with local Chromium and Jev-guided exploration.",
    "summary_zh": "给终端与智能体的并行网页搜索，带本地 Chromium 与 Jev 引导的探索。",
    "zh_machine": true,
    "url": "https://github.com/komikat/psearch",
    "kind": "project",
    "patterns": [
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "komikat",
      "url": "https://github.com/komikat"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "psearch.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevswiftsdk",
    "title": "jevswiftsdk",
    "summary": "An independent, type-safe Swift SDK for TypeSafe Jev, with async/await, batching, retries, and SPM support.",
    "summary_zh": "独立的类型安全 Swift SDK，支持 async/await、批处理与重试。",
    "zh_machine": true,
    "url": "https://github.com/NSStudent/JevSwiftSDK",
    "kind": "sdk",
    "patterns": [
      "retry-control",
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nsstudent",
      "url": "https://github.com/nsstudent"
    },
    "has_code": true,
    "stars": 8,
    "repo_license": "MIT",
    "evidence": {
      "path": "Sources/JevSwiftSDK/Configuration.swift",
      "matched": [
        "api.typesafe.ai",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "swift"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-mod",
    "title": "typesafe-mod",
    "summary": "Claude Code mod that routes decisions to TypeSafe's Jev model: ranks installed skills per prompt, and answers the agent's own this-or-that questions when confident.",
    "summary_zh": "Claude Code 模组：把决策路由给 Jev，逐会话给已安装技能排序。",
    "zh_machine": true,
    "url": "https://github.com/BeLazy167/typesafe-mod",
    "kind": "plugin",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "belazy167",
      "url": "https://github.com/belazy167"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "hooks/suggest.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "mcpmatch",
    "title": "mcpmatch",
    "summary": "Match user goals to MCP catalog (two-stage) via TypeSafe Jev",
    "summary_zh": "用两段式流程把用户目标匹配到 MCP 目录。",
    "zh_machine": true,
    "url": "https://github.com/ndolinschi/mcpmatch",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ndolinschi",
      "url": "https://github.com/ndolinschi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/lib/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevplay",
    "title": "jevplay",
    "summary": "TypeSafe Jev playground — custom Choice/Score/Noul builder with live distributions",
    "summary_zh": "Jev playground：自定义 Choice／Score／Noul 构造器，带实时概率分布。",
    "zh_machine": true,
    "url": "https://github.com/ndolinschi/jevplay",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ndolinschi",
      "url": "https://github.com/ndolinschi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/lib/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "casse-brique-typesafe",
    "title": "casse-brique-typesafe",
    "summary": "A Next.js brick breaker whose paddle is controlled in real time by TypeSafe AI's Jev model. Built with Claude Code.",
    "summary_zh": "一个 Next.js 打砖块游戏，球拍由 Jev 实时控制。",
    "zh_machine": true,
    "url": "https://github.com/Para-FR/casse-brique-typesafe",
    "kind": "plugin",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
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    ],
    "author": {
      "name": "para-fr",
      "url": "https://github.com/para-fr"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
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      "matched": [
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        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
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    "languages": [
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    ],
    "flags": [
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    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "hiresignal",
    "title": "hiresignal",
    "summary": "HireSignal — resume first-pass fit+interview via TypeSafe Jev",
    "summary_zh": "HireSignal：简历初筛与面试匹配。",
    "zh_machine": true,
    "url": "https://github.com/ndolinschi/hiresignal",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
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    "author": {
      "name": "ndolinschi",
      "url": "https://github.com/ndolinschi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
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      "matched": [
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        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "rh-guard",
    "title": "rh-guard",
    "summary": "Reward-hack radar for coding agents: structural denies + TypeSafe Jev System One sidecar for Claude Code & Cursor hooks",
    "summary_zh": "给编程智能体的奖励作弊雷达：结构化拒绝加 System One 旁路。",
    "zh_machine": true,
    "url": "https://github.com/24601/rh-guard",
    "kind": "plugin",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "24601",
      "url": "https://github.com/24601"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/lib/risk/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-practice-speed",
    "title": "jev-practice-speed",
    "summary": "A WebGL demo where you play the card game Speed against a CPU whose brain is TypeSafe AI's Jev. The whole point of the app is to measure and show Jev's decision speed and decision accuracy in real time.",
    "summary_zh": "WebGL 演示：与一个大脑是 Jev 的 CPU 玩快速纸牌。",
    "zh_machine": true,
    "url": "https://github.com/tubone24/jev-practice-speed",
    "kind": "project",
    "patterns": [
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    ],
    "platforms": [
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    ],
    "author": {
      "name": "tubone24",
      "url": "https://github.com/tubone24"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/core/jev-core.js",
      "matched": [
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        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pulselane",
    "title": "pulselane",
    "summary": "PulseLane — clinic triage decisions via TypeSafe Jev",
    "summary_zh": "PulseLane：诊所分诊决策。",
    "zh_machine": true,
    "url": "https://github.com/ndolinschi/pulselane",
    "kind": "project",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ndolinschi",
      "url": "https://github.com/ndolinschi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/lib/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "zerosweep",
    "title": "zerosweep",
    "summary": "Autonomous System-One Triage Engine & Benchmark powered by TypeSafe AI (Jev). 75ms inference, $0 output tokens, and RLCD epistemic safety gates.",
    "summary_zh": "自主的 System-One 分拣引擎与基准，75 毫秒推理。",
    "zh_machine": true,
    "url": "https://github.com/sysadarsh/zerosweep",
    "kind": "benchmark",
    "patterns": [
      "classification",
      "tool-selection",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "sysadarsh",
      "url": "https://github.com/sysadarsh"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/lib/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "emoji-jev",
    "title": "emoji-jev",
    "summary": "Emoji autocomplete at the speed of typing. TypeSafe AI Jev on a Whop-hosted TanStack Start app.",
    "summary_zh": "跟得上打字速度的 emoji 自动补全。",
    "zh_machine": true,
    "url": "https://github.com/colinmcdermott/emoji-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
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    ],
    "author": {
      "name": "colinmcdermott",
      "url": "https://github.com/colinmcdermott"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "shady-town",
    "title": "shady-town",
    "summary": "Shady Town: social-deduction party game for the living room TV, moderated by TypeSafe Jev",
    "summary_zh": "Shady Town：客厅电视上的社交推理派对游戏，由 Jev 主持。",
    "zh_machine": true,
    "url": "https://github.com/tpaulshippy/shady-town",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tpaulshippy",
      "url": "https://github.com/tpaulshippy"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "lib/shady_town/evaluator.rb",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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    ],
    "license": "CC0-1.0",
    "languages": [
      "ruby"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "ps2-ai-agent",
    "title": "ps2-ai-agent",
    "summary": "Autonomous PlayStation 2 AI Agent with real-time visual telemetry HUD powered by TypeSafe Jev System One",
    "summary_zh": "自主的 PS2 AI 智能体，带实时视觉遥测 HUD。",
    "zh_machine": true,
    "url": "https://github.com/opaielsheikh/ps2-ai-agent",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "opaielsheikh",
      "url": "https://github.com/opaielsheikh"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "agent_bridge.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "transcript-scorecard",
    "title": "transcript-scorecard",
    "summary": "ACME live support-call scoring demo with TypeSafe AI, Effect, SQLite, React, Vite, and Turborepo",
    "summary_zh": "实时客服通话评分演示。",
    "zh_machine": true,
    "url": "https://github.com/brandonbryant12/transcript-scorecard",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "brandonbryant12",
      "url": "https://github.com/brandonbryant12"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "apps/api/src/classifier.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafeai-review",
    "title": "typesafeai-review",
    "summary": "Using Typesafe.AI to generate diff reviews.",
    "summary_zh": "用 Typesafe.AI 生成 diff 审查。",
    "zh_machine": true,
    "url": "https://github.com/rbalch/typesafeai-review",
    "kind": "project",
    "patterns": [
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "rbalch",
      "url": "https://github.com/rbalch"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
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      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jackalope",
    "title": "jackalope",
    "summary": "A desktop workspace for coding agents, parallel Git worktrees, and code review.",
    "summary_zh": "面向编程智能体、并行 Git worktree 与代码审查的桌面工作区。",
    "zh_machine": true,
    "url": "https://github.com/Jackalope-Dev/jackalope",
    "kind": "project",
    "patterns": [
      "output-validation",
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jackalope-dev",
      "url": "https://github.com/jackalope-dev"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "apps/desktop/src-tauri/src/commands/jev.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevgpt",
    "title": "jevgpt",
    "summary": "A chatbot built on a model that cannot generate text (TypeSafe AI's Jev, driven autoregressively)",
    "summary_zh": "用一个不会生成文本的模型搭的聊天机器人（自回归驱动）。",
    "zh_machine": true,
    "url": "https://github.com/Bewinxed/jevgpt",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "bewinxed",
      "url": "https://github.com/bewinxed"
    },
    "has_code": true,
    "stars": 16,
    "repo_license": "MIT",
    "evidence": {
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      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "ego-jev-ultrafast",
    "title": "ego-jev-ultrafast",
    "summary": "Jev drives your Ego Lite browser: one typed-choice request per step. Single-file, zero-dependency port of browser-use/jev-ultrafast with multi-model benchmarks and extra guardrails. Unofficial.",
    "summary_zh": "Jev 驱动你的轻量浏览器：每步一次类型化选择请求，单文件零依赖。",
    "zh_machine": true,
    "url": "https://github.com/shikaizhong-design/ego-jev-ultrafast",
    "kind": "benchmark",
    "patterns": [
      "tool-selection",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shikaizhong-design",
      "url": "https://github.com/shikaizhong-design"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "jego.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "barrunto",
    "title": "barrunto",
    "summary": "A Chrome extension that brings TypeSafe's Jev to X.com to analyze posts as you browse",
    "summary_zh": "Chrome 扩展：在你浏览 X 时用 Jev 分析帖子。",
    "zh_machine": true,
    "url": "https://github.com/elpumberto/barrunto",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "elpumberto",
      "url": "https://github.com/elpumberto"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev/real.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "laya-vs-jev-arena",
    "title": "laya-vs-jev-arena",
    "summary": "Laya (open source, local) vs TypeSafe Jev (API): two AI models race in Snake and fight in a Mortal-Kombat-style arena. Every move is a real model decision.",
    "summary_zh": "Laya（开源本地）对比 Jev（API）：两个模型比赛贪吃蛇。",
    "zh_machine": true,
    "url": "https://github.com/PromptEngineer48/laya-vs-jev-arena",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "promptengineer48",
      "url": "https://github.com/promptengineer48"
    },
    "has_code": true,
    "stars": 22,
    "repo_license": "MIT",
    "evidence": {
      "path": "server.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-client",
    "title": "typesafe-client",
    "summary": "Unofficial typed async Rust client for the TypeSafe System One API",
    "summary_zh": "非官方的类型化异步 Rust 客户端。",
    "zh_machine": true,
    "url": "https://github.com/JedimEmO/typesafe-client",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jedimemo",
      "url": "https://github.com/jedimemo"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "crates/typesafe-client/src/client/mod.rs",
      "matched": [
        "jev-latest",
        "/v1/systemone",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
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    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-jev-code",
    "title": "pi-jev-code",
    "summary": "Single-agent Pi coding coprocessor with Jev semantic gates, baseline-to-current diff review, and append-only observability telemetry.",
    "summary_zh": "单智能体的 Pi 编程协处理器，带 Jev 语义闸门与基线对比 diff 审查。",
    "zh_machine": true,
    "url": "https://github.com/KamilPostrozny/pi-jev-code",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kamilpostrozny",
      "url": "https://github.com/kamilpostrozny"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/index.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "midscene-jev-runner",
    "title": "midscene-jev-runner",
    "summary": "Community-maintained JEV runner integration for Midscene Test",
    "summary_zh": "社区维护的 Midscene Test JEV 运行器集成。",
    "zh_machine": true,
    "url": "https://github.com/KiritoKing/midscene-jev-runner",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kiritoking",
      "url": "https://github.com/kiritoking"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/constants.ts",
      "matched": [
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "s1s",
    "title": "s1s",
    "summary": "System One Search: navigate and trace code with TypeSafe judgments and repository evidence",
    "summary_zh": "System One 搜索：用类型化判断与仓库证据导航与追踪代码。",
    "zh_machine": true,
    "url": "https://github.com/cpaczek/s1s",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "cpaczek",
      "url": "https://github.com/cpaczek"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/client.ts",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "tempo-jev-demo",
    "title": "tempo-jev-demo",
    "summary": "A natural-language task workspace comparing performance across AI models (TypeSafe's Jev, GPT-5.6 Luna, and Gemini 3.8 Flash)",
    "summary_zh": "自然语言任务工作区，横向对比多个 AI 模型的表现。",
    "zh_machine": true,
    "url": "https://github.com/mychaelangelo/tempo-jev-demo",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mychaelangelo",
      "url": "https://github.com/mychaelangelo"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/server/providers/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "last-exit",
    "title": "last-exit",
    "summary": "A cyberpunk border encounter powered by TypeSafe Jev. Bluff the guard. Inspect the receipts.",
    "summary_zh": "由 Jev 驱动的赛博朋克边境遭遇战：忽悠守卫，检查凭据。",
    "zh_machine": true,
    "url": "https://github.com/0x963D/last-exit",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "0x963d",
      "url": "https://github.com/0x963d"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "lib/hosted.mjs",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "terrarium",
    "title": "terrarium",
    "summary": "A sandbox where a TypeSafe System One model presses the controls of a small creature. Code runs the world.",
    "summary_zh": "一个沙盒：System One 模型按下小生物的操控键，代码负责其余。",
    "zh_machine": true,
    "url": "https://github.com/TheGali/terrarium",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "thegali",
      "url": "https://github.com/thegali"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "bench/run-jev.mjs",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "origin-civilization",
    "title": "origin-civilization",
    "summary": "AI life-and-civilization simulation: TypeSafe Jev makes every decision (typed, probabilistic, auditable); LLMs plan — OpenAI-compatible APIs, local models (Ollama, LM Studio), Claude Code, Codex.",
    "summary_zh": "AI 生命与文明模拟：每个决策都由 Jev 做出。",
    "zh_machine": true,
    "url": "https://github.com/JacquesGariepy/ORIGIN-CIVILIZATION",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jacquesgariepy",
      "url": "https://github.com/jacquesgariepy"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "legacy/source/providers.js",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-agent-foreman",
    "title": "pi-agent-foreman",
    "summary": "Send Pi agents back to work when they stop before the job is done.",
    "summary_zh": "当 Pi 智能体在活没干完时停下，把它赶回去继续。",
    "zh_machine": true,
    "url": "https://github.com/alexshpunt/pi-agent-foreman",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "alexshpunt",
      "url": "https://github.com/alexshpunt"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/typesafe.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevegis",
    "title": "jevegis",
    "summary": "Guardrails for LLM apps in one API call. Prompt injection, jailbreaks, leaks, unsafe content. Built on TypeSafe Jev. MIT.",
    "summary_zh": "一次 API 调用搞定 LLM 应用的护栏：提示注入、越狱、泄露与不安全内容。",
    "zh_machine": true,
    "url": "https://github.com/0xArx/jevegis",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "0xarx",
      "url": "https://github.com/0xarx"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/lib/typesafe.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevflow",
    "title": "jevflow",
    "summary": "Probabilistic AI decisions as composable backend primitives — typed judgments (noul/score/choice), deterministic thresholds, and explainable workflows. Powered by TypeSafe's Jev, provider-agnostic.",
    "summary_zh": "把概率式 AI 决策做成可组合的后端原语。",
    "zh_machine": true,
    "url": "https://github.com/Mawfyy/jevflow",
    "kind": "integration",
    "patterns": [
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mawfyy",
      "url": "https://github.com/mawfyy"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "unknown",
    "evidence": {
      "path": "packages/provider-jev/src/index.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-chess",
    "title": "typesafe-chess",
    "summary": "Chess where both players are TypeSafe's Jev model: every move is a typed Choice decision",
    "summary_zh": "双方都是 Jev 的国际象棋：每一步都是一次类型化 Choice。",
    "zh_machine": true,
    "url": "https://github.com/TholeG/typesafe-chess",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tholeg",
      "url": "https://github.com/tholeg"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev-player.js",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jeveryword",
    "title": "jeveryword",
    "summary": "Text extraction with Jev: field extraction, PII detection and exact quotes, built on TypeSafe's Jev.",
    "summary_zh": "用 Jev 做文本抽取：字段抽取、PII 检测与逐字引文。",
    "zh_machine": true,
    "url": "https://github.com/jkrup/jeveryword",
    "kind": "project",
    "patterns": [
      "classification",
      "data-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jkrup",
      "url": "https://github.com/jkrup"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/client.mjs",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "claude-jev",
    "title": "claude-jev",
    "summary": "Claude Code plugin: Jev for rule checks, verbatim compaction, and prompt routing",
    "summary_zh": "Claude Code 插件：Jev 负责规则检查、逐字压缩与提示路由。",
    "zh_machine": true,
    "url": "https://github.com/0x7067/claude-jev",
    "kind": "plugin",
    "patterns": [
      "output-validation",
      "context-compaction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "0x7067",
      "url": "https://github.com/0x7067"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "actiongate-jev",
    "title": "actiongate-jev",
    "summary": "Open-source Jev tool-calling authorization gateway for AI agents: deterministic policy, exact-action single-use permits, MCP and HTTP enforcement.",
    "summary_zh": "开源的智能体工具调用授权网关：确定性策略加 Jev。",
    "zh_machine": true,
    "url": "https://github.com/omkarghugarkar007/actiongate-jev",
    "kind": "plugin",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "omkarghugarkar007",
      "url": "https://github.com/omkarghugarkar007"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "packages/decision-provider/src/typesafe-jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-bun1",
    "title": "jev-bun1",
    "summary": "TypeSafe の Jev を TypeScript SDK で使ってみる最初の 1 歩",
    "summary_zh": "用 TypeScript SDK 上手 Jev 的第一步（日语）。",
    "zh_machine": true,
    "url": "https://github.com/heiwa4126/jev-bun1",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "heiwa4126",
      "url": "https://github.com/heiwa4126"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/ex0.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-pick-and-place-study",
    "title": "jev-pick-and-place-study",
    "summary": "A small reproducible MuJoCo pilot comparing Jev, Claude Haiku, and reactive rules for pick-and-place.",
    "summary_zh": "小而可复现的 MuJoCo 试点：对比 Jev、某轻量 LLM 与反应式规则的抓取表现。",
    "zh_machine": true,
    "url": "https://github.com/tryaksh/jev-pick-and-place-study",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tryaksh",
      "url": "https://github.com/tryaksh"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "compare.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-code",
    "title": "jev-code",
    "summary": "Jev, TypeSafe's System One classifier, as a tool inside Claude Code, Codex, Pi, and OpenCode: typed classify, check, score, rank, and ask, plus one-command setup.",
    "summary_zh": "把 Jev 作为工具接入多个编程智能体。",
    "zh_machine": true,
    "url": "https://github.com/FrancoisChastel/jev-code",
    "kind": "plugin",
    "patterns": [
      "classification",
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "francoischastel",
      "url": "https://github.com/francoischastel"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "integrations/opencode/jev.ts",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "agi-jev-containment",
    "title": "agi-jev-containment",
    "summary": "AGI JEV Detection — local AI agent monitor: chain-level malicious-agent detection (TypeSafe Jev + Sentinel), escalate-only L1–L5 containment, Neo4j forensics, AngryRobot dashboard. HackSpain 2026.",
    "summary_zh": "本地 AI 智能体监控：链路级恶意智能体检测。",
    "zh_machine": true,
    "url": "https://github.com/carlosedm10/agi-jev-containment",
    "kind": "project",
    "patterns": [
      "classification",
      "tool-selection",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "carlosedm10",
      "url": "https://github.com/carlosedm10"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "unknown",
    "evidence": {
      "path": "backend/app/classification/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "omp-jevens-classifier",
    "title": "omp-jevens-classifier",
    "summary": "Jev-powered model-judged permission gate for OMP (TypeSafe System One)",
    "summary_zh": "给 OMP 的模型裁决式权限闸门。",
    "zh_machine": true,
    "url": "https://github.com/STRML/omp-jevens-classifier",
    "kind": "project",
    "patterns": [
      "classification",
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "strml",
      "url": "https://github.com/strml"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "archived"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-bot",
    "title": "jev-bot",
    "summary": "Self-hosted Jev decision workbench and Feishu bot: automatic choices, probabilities, and experimental word/character writing.",
    "summary_zh": "自托管的 Jev 决策工作台与飞书机器人：自动选择、概率与证据。",
    "zh_machine": true,
    "url": "https://github.com/nssmd/jev-bot",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nssmd",
      "url": "https://github.com/nssmd"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "gateway.mjs",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "btc-jev-signal",
    "title": "btc-jev-signal",
    "summary": "Experimental multi-horizon BTC signal generator using TypeSafe Jev probabilities and Binance market data.",
    "summary_zh": "实验性的多周期 BTC 信号生成器，使用 Jev 概率与交易所数据。",
    "zh_machine": true,
    "url": "https://github.com/WebGrga/btc-jev-signal",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "webgrga",
      "url": "https://github.com/webgrga"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/experiment-jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-jsonschema",
    "title": "jev_jsonschema",
    "summary": "Run a JSON Schema through TypeSafe's Jev API, and get JSON back.",
    "summary_zh": "把一份 JSON Schema 丢给 Jev API，拿回 JSON。",
    "zh_machine": true,
    "url": "https://github.com/Kiln-AI/jev_jsonschema",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kiln-ai",
      "url": "https://github.com/kiln-ai"
    },
    "has_code": true,
    "stars": 7,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_jsonschema/client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-jev-mcp",
    "title": "typesafe-jev-mcp",
    "summary": "MCP server exposing TypeSafe's Jev model as a typed evaluate tool.",
    "summary_zh": "把 Jev 暴露成类型化 evaluate 工具的 MCP server。",
    "zh_machine": true,
    "url": "https://github.com/anasbekheit/typesafe-jev-mcp",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "anasbekheit",
      "url": "https://github.com/anasbekheit"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
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      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-local",
    "title": "typesafe-local",
    "summary": "Inspired by TypeSafe Ai, Ask a local LLM typed questions, get calibrated probabilities instead of text. Structured output without generation or parsing. MLX / Apple Silicon.",
    "summary_zh": "受 TypeSafe 启发：向本地 LLM 提类型化问题，拿到校准概率。",
    "zh_machine": true,
    "url": "https://github.com/aabolfazl/typesafe-local",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "aabolfazl",
      "url": "https://github.com/aabolfazl"
    },
    "has_code": true,
    "stars": 8,
    "repo_license": "MIT",
    "evidence": {
      "path": "ots/server.py",
      "matched": [
        "/v1/systemone",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
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        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
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      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-register-tool",
    "title": "jev-register-tool",
    "summary": "TypeSafe（Jev / System One）申请 → 确认邮件 → 获批 → 注册 → 建 API Key 全链路工具，纯 HTTP 无浏览器",
    "summary_zh": "Jev 从申请到建密钥的全链路工具，纯 HTTP 无浏览器。",
    "zh_machine": true,
    "url": "https://github.com/2951461586/Jev-Register-Tool",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "2951461586",
      "url": "https://github.com/2951461586"
    },
    "has_code": true,
    "stars": 22,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/typesafe.py",
      "matched": [
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "antigravity-mcp-semantic-search-with-typesafeai",
    "title": "antigravity-mcp-semantic-search-with-typesafeai",
    "summary": "Fast semantic code search & diff sanity auditor for AI coding assistants (Antigravity, Cursor, Claude Code) powered by TypeSafe System One.",
    "summary_zh": "给 AI 编程助手的快速语义代码搜索与 diff 合理性审查。",
    "zh_machine": true,
    "url": "https://github.com/greenyamao/Antigravity-mcp-semantic-search-with-TypeSafeAi",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "greenyamao",
      "url": "https://github.com/greenyamao"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "mcp_server.py",
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        "api.typesafe.ai",
        "typesafe_sdk",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "river-run-typesafe",
    "title": "river-run-typesafe",
    "summary": "River shooter game in Python, inspired by Atari's River Raid, played by a TypeSafe AI pilot",
    "summary_zh": "Python 写的河流射击游戏，由 AI 飞行员驾驶。",
    "zh_machine": true,
    "url": "https://github.com/ashaazami/river-run-typesafe",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ashaazami",
      "url": "https://github.com/ashaazami"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "typesafe_pilot/pilot.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-as-quant",
    "title": "jev-as-quant",
    "summary": "Typed System-1 decisions (Laya/Jev) as the judgment layer of a quant research stack, with Claude as System 2. Requirements → design → code → experiments.",
    "summary_zh": "把类型化 System-1 决策作为量化研究栈的判断层。",
    "zh_machine": true,
    "url": "https://github.com/jiayylu/jev-as-quant",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jiayylu",
      "url": "https://github.com/jiayylu"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/jevquant/engines/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "risc-jev",
    "title": "risc-jev",
    "summary": "I tortured Jev into being a RISC-V CPU.",
    "summary_zh": "我把 Jev 折腾成了一个 RISC-V CPU。",
    "zh_machine": true,
    "url": "https://github.com/i2cjak/RISC-jeV",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "i2cjak",
      "url": "https://github.com/i2cjak"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "cartshield",
    "title": "cartshield",
    "summary": "CartShield — SMB checkout fraud disposition via TypeSafe Jev",
    "summary_zh": "CartShield：中小商户结账反欺诈判定。",
    "zh_machine": true,
    "url": "https://github.com/ndolinschi/cartshield",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ndolinschi",
      "url": "https://github.com/ndolinschi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/lib/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-shadcn-lint-eval",
    "title": "jev-shadcn-lint-eval",
    "summary": "A small second eval for shadcn-ui/lint that uses TypeSafe's Jev to judge the linter's own output.",
    "summary_zh": "给某 lint 工具做的二次评估：用 Jev 评判 linter 的判断。",
    "zh_machine": true,
    "url": "https://github.com/blas0/jev-shadcn-lint-eval",
    "kind": "project",
    "patterns": [
      "output-validation",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "blas0",
      "url": "https://github.com/blas0"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "run-rule-cases.mjs",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "system-one-adapter-rust",
    "title": "system-one-adapter-rust",
    "summary": "Rust port of TypeSafe system-one-adapter (LLM-backed system_one evaluations)",
    "summary_zh": "官方 system-one-adapter 的 Rust 移植（用 LLM 支撑 system_one 评估）。",
    "zh_machine": true,
    "url": "https://github.com/codeitlikemiley/system-one-adapter-rust",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "codeitlikemiley",
      "url": "https://github.com/codeitlikemiley"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
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      "matched": [
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "hermes-jev-router",
    "title": "hermes-jev-router",
    "summary": "Experimental Hermes plugin: Jev-assisted model routing plans with budget and capability constraints. API access pending.",
    "summary_zh": "实验性 Hermes 插件：带预算与能力约束的 Jev 辅助模型路由方案。",
    "zh_machine": true,
    "url": "https://github.com/ussyverse/hermes-jev-router",
    "kind": "plugin",
    "patterns": [
      "model-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ussyverse",
      "url": "https://github.com/ussyverse"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevsume",
    "title": "jevsume",
    "summary": "ATS-friendly resume review powered by Jev (TypeSafe System One). The frontend extracts resume text the way a parser would, then a Cloudflare Worker runs typed JEV questions and composes a JevScore.",
    "summary_zh": "由 Jev 驱动的 ATS 友好简历评审。",
    "zh_machine": true,
    "url": "https://github.com/unownone/jevsume",
    "kind": "project",
    "patterns": [
      "output-validation",
      "data-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "unownone",
      "url": "https://github.com/unownone"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "packages/jev/http.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-model-router",
    "title": "jev-model-router",
    "summary": "Cost-optimized OpenRouter model router using TypeSafe's Jev, with a live full-catalog scorer instead of a hardcoded model list",
    "summary_zh": "用 Jev 做成本优化的 OpenRouter 模型路由，带实时全目录。",
    "zh_machine": true,
    "url": "https://github.com/lucianfialho/jev-model-router",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "lucianfialho",
      "url": "https://github.com/lucianfialho"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/model_router/classifier.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-wingman",
    "title": "jev-wingman",
    "summary": "基于 Jev 的聊天决策辅助，不挑 App（QQ / 微信 / 飞书皆可）· An on-device chat co-pilot that returns typed verdicts instead of prose, built on Jev",
    "summary_zh": "基于 Jev 的聊天决策辅助，不挑 App（QQ／微信／飞书皆可），端上返回类型化判断。",
    "zh_machine": true,
    "url": "https://github.com/1104480426-hash/jev-wingman",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "1104480426-hash",
      "url": "https://github.com/1104480426-hash"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "app/src/ai/jev/assist/Prefs.java",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "java"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-jev-bridge",
    "title": "typesafe-jev-bridge",
    "summary": "Use the TypeSafe Jev decision model (System One) anywhere: zero-dependency OpenAI-compatible bridge for 9Router, Claude Code, Cursor, Cline & any OpenAI SDK. Typed yes/no, choice & score judgments via CLI or HTTP.",
    "summary_zh": "在任何地方使用 Jev：零依赖的 OpenAI 兼容封装。",
    "zh_machine": true,
    "url": "https://github.com/RevocGG/typesafe-jev-bridge",
    "kind": "sdk",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "revocgg",
      "url": "https://github.com/revocgg"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "typesafe-bridge/demo.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe_sdk",
        "typesafe/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "agent-handoff-gate",
    "title": "agent-handoff-gate",
    "summary": "An experimental protocol for evidence-aware agent handoffs, bounded worker continuation, and TypeSafe/Jev-assisted review, with reproducible evaluation.",
    "summary_zh": "面向证据感知的智能体交接与有界工作续跑的实验性协议。",
    "zh_machine": true,
    "url": "https://github.com/zsoXi/agent-handoff-gate",
    "kind": "benchmark",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zsoxi",
      "url": "https://github.com/zsoxi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "tools/build_benchmark_prompts.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "gg-friggin-ez",
    "title": "gg-friggin-ez",
    "summary": "Fast, drop-in multilingual profanity and toxicity screener for Node.js, powered by System 1 models like TypeSafe AI Jev and Laya. Catches leetspeak, character spacing, and romanized profanity across languages including Kannada, Telugu, Tamil, Hindi, and Bengali. ~50-500ms latency.",
    "summary_zh": "给 Node.js 的快速多语言脏话与毒性筛查器。",
    "zh_machine": true,
    "url": "https://github.com/ItisShikhar/gg-friggin-ez",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "itisshikhar",
      "url": "https://github.com/itisshikhar"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "demo/js/models.js",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-codex-router-skill",
    "title": "jev-codex-router-skill",
    "summary": "Portable Codex Skill for Jev model and reasoning-effort routing, with safe installation and Chinese usage guides",
    "summary_zh": "可移植的 Codex 技能：Jev 模型与推理强度路由，含安全安装。",
    "zh_machine": true,
    "url": "https://github.com/455-dIAO/jev-codex-router-skill",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "455-diao",
      "url": "https://github.com/455-diao"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "jev-codex-router/scripts/route.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "beatjev",
    "title": "beatjev",
    "summary": "try to beat jev",
    "summary_zh": "来试试能不能赢过 Jev。",
    "zh_machine": true,
    "url": "https://github.com/lambertsj/beatjev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "lambertsj",
      "url": "https://github.com/lambertsj"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/worker.js",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-search",
    "title": "jev-search",
    "summary": "Experimental semantic line search with TypeSafe Jev via OpenRouter. Python CLI with no runtime dependencies.",
    "summary_zh": "通过 OpenRouter 用 Jev 做实验性语义行检索的 Python CLI。",
    "zh_machine": true,
    "url": "https://github.com/larguesa/jev-search",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "larguesa",
      "url": "https://github.com/larguesa"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_search.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "sloppy-jevs-extension",
    "title": "sloppy-jevs-extension",
    "summary": "Open-source Chrome extension that filters AI-generated prose and ads with Jev",
    "summary_zh": "开源 Chrome 扩展：用 Jev 过滤 AI 生成的文字与广告。",
    "zh_machine": true,
    "url": "https://github.com/neddes/sloppy-jevs-extension",
    "kind": "plugin",
    "patterns": [
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "neddes",
      "url": "https://github.com/neddes"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "background.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-carryforward",
    "title": "jev-carryforward",
    "summary": "What your last session knew, scored against what this one is doing. MCP server: a per-project ledger written as things happen, recalled per task with TypeSafe's Jev evaluation model via Vercel AI Gateway.",
    "summary_zh": "把上一轮会话知道的东西，对照这一轮正在做的事打分。",
    "zh_machine": true,
    "url": "https://github.com/Dharundp6/jev-carryforward",
    "kind": "plugin",
    "patterns": [
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "dharundp6",
      "url": "https://github.com/dharundp6"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/gateway.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-triage-guard",
    "title": "typesafe-triage-guard",
    "summary": "Three composable judgment pipelines on TypeSafe's Jev: support-ticket triage, observability alert triage, and a deploy-risk gate.",
    "summary_zh": "基于 Jev 的三条可组合判断流水线：工单分拣、可观测性等。",
    "zh_machine": true,
    "url": "https://github.com/shivam2003-dev/typesafe-triage-guard",
    "kind": "project",
    "patterns": [
      "classification",
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shivam2003-dev",
      "url": "https://github.com/shivam2003-dev"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/triage/mock.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-games",
    "title": "jev-games",
    "summary": "Visual Jev lab for multiple games and emulator platforms",
    "summary_zh": "面向多种游戏与模拟器平台的可视化 Jev 实验室。",
    "zh_machine": true,
    "url": "https://github.com/shantanugoel/jev-games",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shantanugoel",
      "url": "https://github.com/shantanugoel"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/jev_games/games/mario/policy.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "stepwarden",
    "title": "stepwarden",
    "summary": "Every tool call your agent makes, checked before it runs. A Claude Code plugin that uses TypeSafe AI's Jev to verify each pending tool call against the session plan, then allows it, asks you, or blocks it. Proof of concept",
    "summary_zh": "智能体的每一次工具调用在执行前都过一遍检查的 Claude Code 插件。",
    "zh_machine": true,
    "url": "https://github.com/getexcited/stepwarden",
    "kind": "plugin",
    "patterns": [
      "tool-selection",
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "getexcited",
      "url": "https://github.com/getexcited"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "lib/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "@typesafe-ai/sdk",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "agent-gate-loop",
    "title": "agent-gate-loop",
    "summary": "Reusable GitHub Action: agent fix loop gated by checks, an AI reviewer, and TypeSafe Jev",
    "summary_zh": "可复用的 GitHub Action：由检查、AI 审查者与 Jev 共同把关的智能体修复循环。",
    "zh_machine": true,
    "url": "https://github.com/Ripwords/agent-gate-loop",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ripwords",
      "url": "https://github.com/ripwords"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-docs-zh",
    "title": "jev-docs-zh",
    "summary": "Jev 模型（TypeSafe AI）官方使用文档的中文翻译 | Unofficial Chinese translation of the official Jev (TypeSafe AI) docs — https://docs.typesafe.ai",
    "summary_zh": "Jev 官方使用文档的非官方中文翻译。",
    "zh_machine": true,
    "url": "https://github.com/Bald0Wang/jev-docs-zh",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "bald0wang",
      "url": "https://github.com/bald0wang"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "unknown",
    "evidence": {
      "path": "dist/assets/search-index.js",
      "matched": [
        "api.typesafe.ai",
        "typesafe_sdk",
        "@typesafe-ai/sdk"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "financialpredictionjev",
    "title": "financialpredictionjev",
    "summary": "Using Jev to test how well it predicts financial markets(just like most llms as of september 2026, it doesnt do that good)",
    "summary_zh": "用 Jev 测试它预测金融市场的能力。",
    "zh_machine": true,
    "url": "https://github.com/thodoh1/FinancialPredictionJev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "thodoh1",
      "url": "https://github.com/thodoh1"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "untitled15.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "tinyjevclient",
    "title": "tinyjevclient",
    "summary": "An integration with jev by typesafe.ai in Rust",
    "summary_zh": "Rust 版的 Jev 集成。",
    "zh_machine": true,
    "url": "https://github.com/tinyhumansai/tinyjevclient",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tinyhumansai",
      "url": "https://github.com/tinyhumansai"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "GPL-3.0",
    "evidence": {
      "path": "crates/tinyjevclient/src/client/test.rs",
      "matched": [
        "typesafe/jev",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevriel",
    "title": "jevriel",
    "summary": "Give your AI JEV wings. A skill and plugin to build with TypeSafe Jev, upgrade LLM-only workflows and measure the result.",
    "summary_zh": "给你的 AI 装上 JEV 的翅膀：用于构建与升级的技能与插件。",
    "zh_machine": true,
    "url": "https://github.com/thehan-co/jevriel",
    "kind": "plugin",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "thehan-co",
      "url": "https://github.com/thehan-co"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "vendor/typesafe-as-a-judge/judge.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "zcode-jev",
    "title": "zcode-jev",
    "summary": "Typed judgment layer for coding agents — gates from PRD to ship. Jev-ready, provider-agnostic.",
    "summary_zh": "给编程智能体的类型化判断层：从需求文档到发布的各道闸门。",
    "zh_machine": true,
    "url": "https://github.com/Zahrannnn/zcode-jev",
    "kind": "integration",
    "patterns": [
      "safety-gating",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zahrannnn",
      "url": "https://github.com/zahrannnn"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/backends/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-realtime-trading",
    "title": "jev-realtime-trading",
    "summary": "Paper trading agents on a live tape, decided every second by TypeSafe's Jev (System One). Electron desktop app.",
    "summary_zh": "在实时行情上跑的模拟交易智能体，每秒由 Jev 决策。",
    "zh_machine": true,
    "url": "https://github.com/rthomas24/jev-realtime-trading",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "rthomas24",
      "url": "https://github.com/rthomas24"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/core/realtime/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "one-system",
    "title": "one-system",
    "summary": "Use local and hosted classifiers aka decision models aka Jev-like models, all through a single TypeSafe API",
    "summary_zh": "通过统一接口使用本地与托管的分类器（即决策模型）。",
    "zh_machine": true,
    "url": "https://github.com/rawwerks/one-system",
    "kind": "alternative",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "rawwerks",
      "url": "https://github.com/rawwerks"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "examples/public_release_review.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "shade-arena-jev-monitor",
    "title": "shade-arena-jev-monitor",
    "summary": "Evaluating TypeSafe's Jev as a fast monitor and action gate for agent sabotage in SHADE-Arena, compared with Gemini 2.5 Flash/Pro.",
    "summary_zh": "评估 Jev 作为智能体破坏行为的快速监控与动作闸门。",
    "zh_machine": true,
    "url": "https://github.com/nican2018/shade-arena-jev-monitor",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nican2018",
      "url": "https://github.com/nican2018"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "llms/typesafe_llm.py",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-turbo",
    "title": "jev-turbo",
    "summary": "Jev-powered semantic browser use",
    "summary_zh": "由 Jev 驱动的语义化浏览器操作。",
    "zh_machine": true,
    "url": "https://github.com/sightmap/jev-turbo",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "sightmap",
      "url": "https://github.com/sightmap"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "explore/jev.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "extremely-specific-council",
    "title": "extremely-specific-council",
    "summary": "Twelve members. Zero qualifications. A playful TypeSafe AI council with animated votes, inspectable decisions, and shareable verdicts.",
    "summary_zh": "十二个成员、零资质：一个带动画投票的趣味 AI 议会。",
    "zh_machine": true,
    "url": "https://github.com/cbetz/extremely-specific-council",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "cbetz",
      "url": "https://github.com/cbetz"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/engine.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "instruct-jev",
    "title": "instruct-jev",
    "summary": "INSTRUCT_JEV - TypeSafe AI Jev / System One instruction corpus (choice/noul/score), compiled by DeckerGUI. 119 rows. Mirrored on HuggingFace.",
    "summary_zh": "INSTRUCT_JEV：Jev／System One 指令语料库（choice／noul／score）。",
    "zh_machine": true,
    "url": "https://github.com/ctaxnagomi/instruct-jev",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ctaxnagomi",
      "url": "https://github.com/ctaxnagomi"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "DeckerGUI_JEV-CorpusDGUI/build_instruct_jev.py",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "systemone-lite",
    "title": "systemone-lite",
    "summary": "Toy local System One–style decision API (Jev-shaped). Not affiliated with TypeSafe.",
    "summary_zh": "玩具级的本地 System One 风格决策 API，与官方无关。",
    "zh_machine": true,
    "url": "https://github.com/fritzprix/systemone-lite",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "fritzprix",
      "url": "https://github.com/fritzprix"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/jevbench_eval.py",
      "matched": [
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-arena-nanojev",
    "title": "jev-arena-nanojev",
    "summary": "完全本地的 NanoJev 网格决策游戏实验场，支持中文 Pygame、多关卡与 GTX 1660S 训练",
    "summary_zh": "完全本地的 NanoJev 网格决策游戏实验场，支持中文界面与多关卡。",
    "zh_machine": true,
    "url": "https://github.com/liao96312/jev-arena-nanojev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "liao96312",
      "url": "https://github.com/liao96312"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "nanojev_adapter/typesafe_client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "ask-jev-ai",
    "title": "ask-jev-ai",
    "summary": "A public wall where anyone asks a question in three to fifteen words and Jev, TypeSafe's judgment model, answers yes, no, or it depends in about 100 milliseconds. Every judged ask lands on the wall in realtime, with a running count toward one million, showing cost.",
    "summary_zh": "一面公开的墙：任何人用三到十五个词提问，由 Jev 作答。",
    "zh_machine": true,
    "url": "https://github.com/waynesutton/ask-jev-ai",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "waynesutton",
      "url": "https://github.com/waynesutton"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "convex/lib/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "claude-jev-plugin",
    "title": "claude-jev-plugin",
    "summary": "TypeSafe Jev semantic guardrails for Claude Code",
    "summary_zh": "给 Claude Code 的 Jev 语义护栏。",
    "zh_machine": true,
    "url": "https://github.com/dr-dimitru/claude-jev-plugin",
    "kind": "plugin",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "dr-dimitru",
      "url": "https://github.com/dr-dimitru"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "BSD-3-Clause",
    "evidence": {
      "path": "dist/client.d.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-chess",
    "title": "jev-chess",
    "summary": "Chess moves, evaluations, persona opponents, and game classification with TypeSafe AI System One",
    "summary_zh": "用 Jev 做国际象棋的着法、局面评估、人格对手与棋局分类。",
    "zh_machine": true,
    "url": "https://github.com/hemanth/jev-chess",
    "kind": "project",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "hemanth",
      "url": "https://github.com/hemanth"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/typeSafeClient.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-docs",
    "title": "jev-docs",
    "summary": "Community-maintained history of Jev / TypeSafe System One APIs, SDKs, agent guidance, and engineering best practices.",
    "summary_zh": "社区维护的 Jev／System One API、SDK 与智能体指南的变更史。",
    "zh_machine": true,
    "url": "https://github.com/chenrui333/jev-docs",
    "kind": "sdk",
    "patterns": [
      "context-compaction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "chenrui333",
      "url": "https://github.com/chenrui333"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_docs/sync.py",
      "matched": [
        "api.typesafe.ai",
        "@typesafe-ai/sdk",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "lanebreak",
    "title": "lanebreak",
    "summary": "LaneBreak — support ticket priority+routing via TypeSafe Jev",
    "summary_zh": "LaneBreak：工单优先级与路由。",
    "zh_machine": true,
    "url": "https://github.com/ndolinschi/lanebreak",
    "kind": "project",
    "patterns": [
      "intent-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ndolinschi",
      "url": "https://github.com/ndolinschi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/lib/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-fast-jev-compaction",
    "title": "pi-fast-jev-compaction",
    "summary": "Fast JEV compaction extension for pi",
    "summary_zh": "给 pi 的快速 JEV 压缩扩展。",
    "zh_machine": true,
    "url": "https://github.com/KamilPostrozny/pi-fast-jev-compaction",
    "kind": "plugin",
    "patterns": [
      "context-compaction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kamilpostrozny",
      "url": "https://github.com/kamilpostrozny"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "extensions/fast-jev-core.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-minesweeper",
    "title": "jev-minesweeper",
    "summary": "TypeSafe Jev (System One) にブラウザ上のマインスイーパーを解かせるデモ",
    "summary_zh": "让 Jev 解浏览器扫雷的演示（日语）。",
    "zh_machine": true,
    "url": "https://github.com/comoc/jev-minesweeper",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "comoc",
      "url": "https://github.com/comoc"
    },
    "has_code": true,
    "stars": 8,
    "repo_license": "unknown",
    "evidence": {
      "path": "lib/typesafe.mjs",
      "matched": [
        "api.typesafe.ai",
        "@typesafe-ai/sdk",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "watfile",
    "title": "watfile",
    "summary": "Text/PDF - File categorization and sorting with Typesafe AI Jev or local calibrated decision model",
    "summary_zh": "用 Jev 或本地校准决策模型给文本与 PDF 分类归档。",
    "zh_machine": true,
    "url": "https://github.com/jexp/watfile",
    "kind": "project",
    "patterns": [
      "classification",
      "content-scoring",
      "human-escalation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jexp",
      "url": "https://github.com/jexp"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/watfile/classifier/jev.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-chat-windows-deepseek-jev",
    "title": "jev-chat-windows-deepseek-jev",
    "summary": "Windows 微信回复助手：DeepSeek 官方生成话术，TypeSafe JEV 官方判断排序，支持可取消的 3 秒自动发送。",
    "summary_zh": "Windows 微信回复助手：大模型生成话术、Jev 判断排序，支持可取消的三秒自动发送。",
    "zh_machine": true,
    "url": "https://github.com/Aimark-dai/jev-chat-windows-deepseek-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "aimark-dai",
      "url": "https://github.com/aimark-dai"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "unknown",
    "evidence": {
      "path": "core/typesafe_client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-jp-address",
    "title": "jev-jp-address",
    "summary": "Jev (TypeSafe) 性能評価プロジェクト — 日本郵便 KEN_ALL をマスタに、AI SDK 経由の Jev が住所のあいまい一致にどこまで使えるかを検証",
    "summary_zh": "Jev 性能评测项目：以日本邮政地址库为基准，检验它在地址模糊匹配上的可用性。",
    "zh_machine": true,
    "url": "https://github.com/smasato/jev-jp-address",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "smasato",
      "url": "https://github.com/smasato"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-snake",
    "title": "jev-snake",
    "summary": "An experimental Snake environment where the game engine owns deterministic rules and TypeSafe AI's Jev makes the movement decision from structured state on every tick.",
    "summary_zh": "实验性贪吃蛇环境：游戏引擎掌管确定性规则，Jev 负责决策。",
    "zh_machine": true,
    "url": "https://github.com/iammusham/jev-snake",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "iammusham",
      "url": "https://github.com/iammusham"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "snake_game/jev_agent.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "otto",
    "title": "otto",
    "summary": "Open-source native computer use for macOS and Windows: TypeSafe Jev, local OCR, and selective planning.",
    "summary_zh": "面向 macOS 与 Windows 的开源原生 computer use：Jev 加本地 OCR。",
    "zh_machine": true,
    "url": "https://github.com/NobleSpartan6/otto",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "noblespartan6",
      "url": "https://github.com/noblespartan6"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "core/typesafe.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-recruiter",
    "title": "jev-recruiter",
    "summary": "A Jev powered LinkedIn recruiting agent. Watch it browse relevant profiles, save links, and review evidence against your hiring brief.",
    "summary_zh": "由 Jev 驱动的领英招聘智能体：浏览相关档案并保存链接。",
    "zh_machine": true,
    "url": "https://github.com/skeptrunedev/jev-recruiter",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "skeptrunedev",
      "url": "https://github.com/skeptrunedev"
    },
    "has_code": true,
    "stars": 45,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_ultrafast/decision_provider.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "judging-with-typesafe",
    "title": "judging-with-typesafe",
    "summary": "Скилл для агентов Letta: суждения по критериям через TypeSafe System One (Jev)",
    "summary_zh": "给 Letta 智能体的技能：通过 System One 按给定标准做判断（俄语）。",
    "zh_machine": true,
    "url": "https://github.com/carlsonchik/judging-with-typesafe",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "carlsonchik",
      "url": "https://github.com/carlsonchik"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "skills/judging-with-typesafe/scripts/typesafe.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "frost",
    "title": "frost",
    "summary": "A flexible and configurable CLI model router using TypeSafe Jev.",
    "summary_zh": "灵活可配置的 CLI 模型路由器。",
    "zh_machine": true,
    "url": "https://github.com/marcus/frost",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "marcus",
      "url": "https://github.com/marcus"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "internal/analyzer/typesafe/typesafe.go",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "harnessjudge",
    "title": "harnessjudge",
    "summary": "Judge agent steps — ok / retry / escalate / stop via TypeSafe Jev",
    "summary_zh": "评判智能体的每一步：通过／重试／升级／停止。",
    "zh_machine": true,
    "url": "https://github.com/ndolinschi/harnessjudge",
    "kind": "project",
    "patterns": [
      "retry-control",
      "tool-selection",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ndolinschi",
      "url": "https://github.com/ndolinschi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/lib/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-paper-judge",
    "title": "jev-paper-judge",
    "summary": "Feedback on your paper in seconds.",
    "summary_zh": "几秒内给出论文反馈。",
    "zh_machine": true,
    "url": "https://github.com/JacobLinCool/jev-paper-judge",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jacoblincool",
      "url": "https://github.com/jacoblincool"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/lib/typesafe.mjs",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "laya-browser-agent",
    "title": "laya-browser-agent",
    "summary": "Local, open-source Jev alternative: browser agent decisions with Laya (System One model) on your own machine. No cloud, no API key. Playwright/CDP, MCP-friendly.",
    "summary_zh": "本地开源的 Jev 替代：用 Laya 做浏览器智能体决策。",
    "zh_machine": true,
    "url": "https://github.com/ChenneyZhuang/laya-browser-agent",
    "kind": "alternative",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "chenneyzhuang",
      "url": "https://github.com/chenneyzhuang"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "examples/diagnostics/jev_flow_h2h.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "bes-kelime-jev",
    "title": "bes-kelime-jev",
    "summary": "Ne yazarsanız yazın, beş kelimeden biriyle cevap veren sohbet botu. Kelimeyi TypeSafe AI'ın Jev evaluation modeli seçer.",
    "summary_zh": "无论你写什么，都只用五个词之一回答的聊天机器人（土耳其语）。",
    "zh_machine": true,
    "url": "https://github.com/mahmut-gundogdu/bes-kelime-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mahmut-gundogdu",
      "url": "https://github.com/mahmut-gundogdu"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pong-jev",
    "title": "pong-jev",
    "summary": "TypeSafe's Jev plays Atari Pong. One typed Choice question per frame, no coordinates sent to the model.",
    "summary_zh": "让 Jev 玩雅达利乒乓：每帧一个类型化 Choice 问题，不发送坐标。",
    "zh_machine": true,
    "url": "https://github.com/safzanpirani/pong-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "safzanpirani",
      "url": "https://github.com/safzanpirani"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-rust-review",
    "title": "jev-rust-review",
    "summary": "Rust-aware code review for Claude Code and coding agents, powered by TypeSafe Jev",
    "summary_zh": "给 Claude Code 与编程智能体的 Rust 感知代码审查。",
    "zh_machine": true,
    "url": "https://github.com/kindintelligence/jev-rust-review",
    "kind": "plugin",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kindintelligence",
      "url": "https://github.com/kindintelligence"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-chess-eval",
    "title": "typesafe_chess_eval",
    "summary": "An evaluation of typesafe AI chess. As it turns out, the AI isn't doing really well even though chess is not a particularly open-ended game. Still, it's only a prototype and this probably wasn't optimzied for games.",
    "summary_zh": "对 Jev 下棋能力的评测 —— 结论是它下得并不好。",
    "zh_machine": true,
    "url": "https://github.com/AliceRoselia/Typesafe_chess_eval",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "aliceroselia",
      "url": "https://github.com/aliceroselia"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "Chess.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-comment",
    "title": "typesafe-comment",
    "summary": "Small Python package that uses typesafe.ai to evaluate code comments on certain heuristics",
    "summary_zh": "用若干启发式规则评估代码注释的小型 Python 包。",
    "zh_machine": true,
    "url": "https://github.com/Hexdigest123/typesafe-comment",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "hexdigest123",
      "url": "https://github.com/hexdigest123"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "typesafe_comment/client.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-showcase",
    "title": "typesafe-showcase",
    "summary": "Next.js UI showing off TypeSafe's System One model (Jev) — parallel Noul judgments and a Choice-based citation checker, deployable to Vercel",
    "summary_zh": "展示 Jev 的 Next.js 界面：并行 Noul 判断与实时结果。",
    "zh_machine": true,
    "url": "https://github.com/Ashadeepa/typesafe-showcase",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "fan-out"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ashadeepa",
      "url": "https://github.com/ashadeepa"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "lib/typesafe-client.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "rust-sysone",
    "title": "rust-sysone",
    "summary": "System One TypeSafe AI Rust Client (unofficial)",
    "summary_zh": "非官方的 System One Rust 客户端。",
    "zh_machine": true,
    "url": "https://github.com/zcoder-run/rust-sysone",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "zcoder-run",
      "url": "https://github.com/zcoder-run"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/client.rs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "rust"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-dev",
    "title": "jev-dev",
    "summary": "同じ発言を jev と LLM の両方に判定させ、感情の変動値のズレと応答速度を1画面で見比べるデモ（affectus + Vercel AI Gateway）",
    "summary_zh": "把同一句话同时交给 Jev 和 LLM 判定，在一屏内对比情绪波动值与响应速度（日语）。",
    "zh_machine": true,
    "url": "https://github.com/n-yokomachi/jev-dev",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "n-yokomachi",
      "url": "https://github.com/n-yokomachi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "scripts/probe-jev.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-routing",
    "title": "jev-routing",
    "summary": "Go Jev harness for Claude Code, Codex, and Grok Build. No npx. Not an MCP server.",
    "summary_zh": "给多个编程智能体的 Go 版 Jev harness，不依赖 npx，也不是 MCP server。",
    "zh_machine": true,
    "url": "https://github.com/nekowasabi/jev-routing",
    "kind": "plugin",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nekowasabi",
      "url": "https://github.com/nekowasabi"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "internal/jev/jev.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-information-extraction",
    "title": "jev-information-extraction",
    "summary": "Parsing the PDF and extracting the relevant information",
    "summary_zh": "解析 PDF 并抽取相关信息。",
    "zh_machine": true,
    "url": "https://github.com/abhishekmamdapure/jev-information-extraction",
    "kind": "project",
    "patterns": [
      "data-extraction",
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "abhishekmamdapure",
      "url": "https://github.com/abhishekmamdapure"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "backend/main.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-decisions",
    "title": "jev-decisions",
    "summary": "Jev Decisions Plugin for Hermes (and other AI Agents): tool risk reviews, human approval recommendations, evidence checks, and a local decision journal.",
    "summary_zh": "给 Hermes 及其他智能体的 Jev 决策插件：工具风险审查与人工批准。",
    "zh_machine": true,
    "url": "https://github.com/bojansandhaus/jev-decisions",
    "kind": "plugin",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "bojansandhaus",
      "url": "https://github.com/bojansandhaus"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_client.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-board-lab",
    "title": "jev-board-lab",
    "summary": "Interactive explorer and Jev question workspace for Jev Board datasets.",
    "summary_zh": "面向 Jev Board 数据集的交互式浏览与问题工作区。",
    "zh_machine": true,
    "url": "https://github.com/WebGrga/jev-board-lab",
    "kind": "project",
    "patterns": [
      "feature-extraction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "webgrga",
      "url": "https://github.com/webgrga"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "worker/src/index.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev2048",
    "title": "jev2048",
    "summary": "Let Jev (TypeSafeAI) solve 2048",
    "summary_zh": "让 Jev 解 2048。",
    "zh_machine": true,
    "url": "https://github.com/KyleKreuter/jev2048",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kylekreuter",
      "url": "https://github.com/kylekreuter"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "backend/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "swarmrouter",
    "title": "swarmrouter",
    "summary": "Route tasks to research/code/browser/support/writer agents via TypeSafe Jev",
    "summary_zh": "用 Jev 把任务路由给研究／编码／浏览／客服／写作智能体。",
    "zh_machine": true,
    "url": "https://github.com/ndolinschi/swarmrouter",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ndolinschi",
      "url": "https://github.com/ndolinschi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/lib/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "deepseek-harness-jev-pre-compaction",
    "title": "deepseek-harness-jev-pre-compaction",
    "summary": "A pre-compaction advisor for DeepSeek Harness. Runs before the standard `compaction-basic` backend, using TypeSafe JEV to safely prune low-value tool results from model context. Original session events stay in the append-only log; only the model-visible view is replaced with compact markers or ",
    "summary_zh": "给 DeepSeek Harness 的压缩前顾问，在标准压缩流程之前运行。",
    "zh_machine": true,
    "url": "https://github.com/wjw66/deepseek-harness-jev-pre-compaction",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "context-compaction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "wjw66",
      "url": "https://github.com/wjw66"
    },
    "has_code": true,
    "stars": 5,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev/protocol.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "ai-provider-for-jev",
    "title": "ai-provider-for-jev",
    "summary": "Connect WordPress to TypeSafe's Jev System One model for structured decisions (choice, score, noul).",
    "summary_zh": "把 WordPress 接到 Jev 上做结构化决策。",
    "zh_machine": true,
    "url": "https://github.com/soderlind/ai-provider-for-jev",
    "kind": "integration",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "soderlind",
      "url": "https://github.com/soderlind"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/js/client.js",
      "matched": [
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "php"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "search-function-test",
    "title": "search-function-test",
    "summary": "A test project based on Jev AI, the goal is to build a search function for a blog/article website that has 100s of articles to search from, So the user can actually use the search as chat to question anything and find related answers/articles",
    "summary_zh": "基于 Jev 的试验项目，目标是给博客做搜索功能。",
    "zh_machine": true,
    "url": "https://github.com/Shifros/Search-Function-Test",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "shifros",
      "url": "https://github.com/shifros"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "htr-hero/src/lib/typesafeSearch.js",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-resume-analyzer",
    "title": "jev-resume-analyzer",
    "summary": "CV diagnostics and job alignment with TypeSafe Jev, React and FastAPI",
    "summary_zh": "用 Jev、React 与 FastAPI 做简历诊断与岗位匹配。",
    "zh_machine": true,
    "url": "https://github.com/awun8191/jev-resume-analyzer",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "awun8191",
      "url": "https://github.com/awun8191"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "backend/app/gateways/typesafe.py",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "decido",
    "title": "decido",
    "summary": "Probabilistic decisions for Python. Use Jev or bring your own provider; crawl with Playwright.",
    "summary_zh": "给 Python 的概率式决策：可用 Jev 也可自带 provider，配合 Playwright 抓取。",
    "zh_machine": true,
    "url": "https://github.com/yairshy/decido",
    "kind": "integration",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "yairshy",
      "url": "https://github.com/yairshy"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/decido/providers/typesafe.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-cvss",
    "title": "jev-cvss",
    "summary": "Fast CVSS scoring from vulnerability descriptions using Typesafe Jev",
    "summary_zh": "从漏洞描述快速给出 CVSS 评分。",
    "zh_machine": true,
    "url": "https://github.com/Red5d/jev-cvss",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "red5d",
      "url": "https://github.com/red5d"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "cvss31_jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "harden-jev-decides",
    "title": "harden-jev-decides",
    "summary": "JEV picks which stream idea becomes the live MVP. TypeSafe System One decision board.",
    "summary_zh": "由 JEV 挑选哪个直播创意成为最小可行产品的决策看板。",
    "zh_machine": true,
    "url": "https://github.com/tylerjharden/harden-jev-decides",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "tylerjharden",
      "url": "https://github.com/tylerjharden"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/lib/jev/run.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "systemOne"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "siege",
    "title": "siege",
    "summary": "SIEGE: 200 people vs one agent. A typed action gate (TypeSafe System One) that learns from every breach, evaluated by W&B Weave, hardened by a defender loop. Built at CoreWeave Hacks: Agent Loops 2026.",
    "summary_zh": "SIEGE：200 人对战一个智能体，一道会学习的类型化动作闸门。",
    "zh_machine": true,
    "url": "https://github.com/vnmoorthy/siege",
    "kind": "project",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "vnmoorthy",
      "url": "https://github.com/vnmoorthy"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "backend/app/gate.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "mimicry",
    "title": "mimicry",
    "summary": "Rewrite AI drafts in your own voice with a bounded TypeSafe feedback loop.",
    "summary_zh": "用有界反馈循环把 AI 草稿改写成你自己的语气。",
    "zh_machine": true,
    "url": "https://github.com/jxucoder/mimicry",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jxucoder",
      "url": "https://github.com/jxucoder"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/mimicry/engine.py",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevticktrouter",
    "title": "jevticktrouter",
    "summary": "A .NET 10 and React 19 application for fast, structured AI-powered ticket triage using TypeSafe Jev.",
    "summary_zh": "用 .NET 10 与 React 19 做的快速结构化工单分拣。",
    "zh_machine": true,
    "url": "https://github.com/GhrezaKh74/JevTicktRouter",
    "kind": "project",
    "patterns": [
      "classification"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ghrezakh74",
      "url": "https://github.com/ghrezakh74"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "backend/JevTicketRouter.Application/Jev/Contracts/JevSystemOneRequest.cs",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "csharp"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevseo",
    "title": "jevseo",
    "summary": "Typed SEO, AEO and GEO judgments powered by Jev, a System One decision model. Code owns the rules, the model owns the meaning.",
    "summary_zh": "由 Jev 驱动的类型化 SEO／AEO／GEO 判断，代码掌管其余。",
    "zh_machine": true,
    "url": "https://github.com/epergaboni/jevseo",
    "kind": "project",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "epergaboni",
      "url": "https://github.com/epergaboni"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/lib/typesafe/client.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "jev-latest",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "check-risk",
    "title": "check-risk",
    "summary": "A CLI and GitHub Action that assesses code-change risk using deterministic rules and TypeSafe Jev, recommending checks and reviewers before merge.",
    "summary_zh": "用确定性规则加 Jev 评估代码变更风险的 CLI 与 GitHub Action。",
    "zh_machine": true,
    "url": "https://github.com/moezubair/check-risk",
    "kind": "project",
    "patterns": [
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "moezubair",
      "url": "https://github.com/moezubair"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "@typesafe-ai/sdk",
        "systemOne",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-playwright-mcp",
    "title": "jev-playwright-mcp",
    "summary": "Jev-augmented Playwright MCP proxy — page-state triage, prompt-injection shielding, goal-based snapshot pruning, risky-action gating. Drop-in wrapper around @playwright/mcp for any coding agent.",
    "summary_zh": "Jev 增强的 Playwright MCP 代理：页面状态分拣与提示注入防护。",
    "zh_machine": true,
    "url": "https://github.com/krw82/jev-playwright-mcp",
    "kind": "plugin",
    "patterns": [
      "classification",
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "krw82",
      "url": "https://github.com/krw82"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev/client.ts",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "cyber-breach-jev",
    "title": "cyber-breach-jev",
    "summary": "Cyber-Breach: The Jev Protocol - A tactical cyberpunk arena combat game powered by TypeSafe AI Jev System One decision model",
    "summary_zh": "由 Jev 驱动的赛博朋克竞技场战斗游戏。",
    "zh_machine": true,
    "url": "https://github.com/rchovatiya88/cyber-breach-jev",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "rchovatiya88",
      "url": "https://github.com/rchovatiya88"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "backend/jev_client.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "hunch",
    "title": "hunch",
    "summary": "Semantic code review with Jev, plain-English rules and Agent Skills.",
    "summary_zh": "用 Jev、大白话规则与 Agent 技能做语义代码审查。",
    "zh_machine": true,
    "url": "https://github.com/Kelbie/hunch",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kelbie",
      "url": "https://github.com/kelbie"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "packages/core/src/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "typesafe-ai/jev",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-jev-drone-demo",
    "title": "typesafe-jev-drone-demo",
    "summary": "Three.js drone simulator with a Python backend and live TypeSafe Jev navigation",
    "summary_zh": "Three.js 无人机模拟器，Python 后端加 Jev 实时导航。",
    "zh_machine": true,
    "url": "https://github.com/kxzk/typesafe-jev-drone-demo",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kxzk",
      "url": "https://github.com/kxzk"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "unknown",
    "evidence": {
      "path": "backend/jev.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "secondlayer",
    "title": "secondlayer",
    "summary": "Decoded Stacks data in your own database. Self-hosted.",
    "summary_zh": "把解码后的链上数据放进你自己的数据库，可自托管。",
    "zh_machine": true,
    "url": "https://github.com/ryanwaits/secondlayer",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ryanwaits",
      "url": "https://github.com/ryanwaits"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/ops/jev-fault-triage.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-plays-pokemon",
    "title": "jev-plays-pokemon",
    "summary": "Playing Pokemon Red using TypeSafe Jev",
    "summary_zh": "用 Jev 玩《宝可梦红》。",
    "zh_machine": true,
    "url": "https://github.com/milanboers/jev-plays-pokemon",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "milanboers",
      "url": "https://github.com/milanboers"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "unknown",
    "evidence": {
      "path": "jev_plays_pokemon/agent.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "open-jev-approvals",
    "title": "open-jev-approvals",
    "summary": "Binary approval gate for Codex and Claude Code — every intercepted tool call is reviewed by TypeSafe JEV and composed through a versioned local policy, with scoped authorization.",
    "summary_zh": "给 Codex 与 Claude Code 的二值批准闸门：每次被拦截的工具调用都要审查。",
    "zh_machine": true,
    "url": "https://github.com/alexj11324/open-jev-approvals",
    "kind": "alternative",
    "patterns": [
      "tool-selection",
      "safety-gating",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "alexj11324",
      "url": "https://github.com/alexj11324"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "MIT",
    "evidence": {
      "path": "internal/jev/client.go",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "go"
    ],
    "flags": [
      "not-jev"
    ],
    "notes": "Self-describes as an alternative or reimplementation. The call site found may be an evaluation baseline rather than the product. A compatible wire format implies nothing about compatible calibration.",
    "notes_zh": "自述为替代品或复现实现。扫描到的调用点可能只是评测基线而非产品本身。协议兼容不代表校准兼容。",
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-browser-pilot",
    "title": "jev-browser-pilot",
    "summary": "A bounded decision layer for browser and desktop automation: a decision-only model picks one next step; the code owns perception, content, actuation and verification.",
    "summary_zh": "给浏览器与桌面自动化的有界决策层：只做决策的模型负责选择。",
    "zh_machine": true,
    "url": "https://github.com/aidil2105/jev-browser-pilot",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "aidil2105",
      "url": "https://github.com/aidil2105"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_pilot/providers/jev.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-tool-router",
    "title": "jev-tool-router",
    "summary": "Jev-powered MCP tool routing for Codex",
    "summary_zh": "给 Codex 的 Jev 驱动 MCP 工具路由。",
    "zh_machine": true,
    "url": "https://github.com/jackbarunz/jev-tool-router",
    "kind": "plugin",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jackbarunz",
      "url": "https://github.com/jackbarunz"
    },
    "has_code": true,
    "stars": 6,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/setup-codex.mjs",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-compaction",
    "title": "jev-compaction",
    "summary": "Context compaction for Hermes sessions that never summarises: every tool call is scored by TypeSafe's Jev model, stale calls are dropped, everything kept stays verbatim.",
    "summary_zh": "从不做摘要的 Hermes 会话上下文压缩：每次工具调用都被打分。",
    "zh_machine": true,
    "url": "https://github.com/picaye/jev-compaction",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "content-scoring",
      "context-compaction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "picaye",
      "url": "https://github.com/picaye"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "hermes-compact.mjs",
      "matched": [
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "decide-mcp",
    "title": "decide-mcp",
    "summary": "Configurable decision MCP server with AI SDK, Jev, percentage scores, and bias profile routing",
    "summary_zh": "可配置的决策 MCP server，带百分比分数与偏好画像。",
    "zh_machine": true,
    "url": "https://github.com/dakdevs/decide-mcp",
    "kind": "sdk",
    "patterns": [
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "dakdevs",
      "url": "https://github.com/dakdevs"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/config.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "your-signal",
    "title": "your-signal",
    "summary": "Open-source BYOK Chrome extension for personal, reversible X timeline filters.",
    "summary_zh": "开源的自带密钥 Chrome 扩展：个人化、可撤销的 X 时间线过滤。",
    "zh_machine": true,
    "url": "https://github.com/MithrilMan/your-signal",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "mithrilman",
      "url": "https://github.com/mithrilman"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "MIT",
    "evidence": {
      "path": "eval/run.py",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-tool-permissions",
    "title": "jev-tool-permissions",
    "summary": "Jev-backed tool approval gate and tool-list pruning for the Vercel AI SDK",
    "summary_zh": "给 Vercel AI SDK 的 Jev 工具批准闸门与工具列表裁剪。",
    "zh_machine": true,
    "url": "https://github.com/NicolasMontone/jev-tool-permissions",
    "kind": "sdk",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "nicolasmontone",
      "url": "https://github.com/nicolasmontone"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/types.ts",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-chat-for-twitch",
    "title": "jev-chat-for-twitch",
    "summary": "Filter any live Twitch chat with Jev: a bring-your-own-key Chrome extension",
    "summary_zh": "用 Jev 过滤任意 Twitch 直播聊天的自带密钥 Chrome 扩展。",
    "zh_machine": true,
    "url": "https://github.com/ethanplusai/jev-chat-for-twitch",
    "kind": "plugin",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ethanplusai",
      "url": "https://github.com/ethanplusai"
    },
    "has_code": true,
    "stars": 10,
    "repo_license": "MIT",
    "evidence": {
      "path": "extension/jev.mjs",
      "matched": [
        "api.typesafe.ai",
        "jev-1.13",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "azdaja",
    "title": "azdaja",
    "summary": "Minimal harness-agnostic recursive language model layer — one binary, Python + llm()",
    "summary_zh": "与 harness 无关的极简递归语言模型层：单个二进制。",
    "zh_machine": true,
    "url": "https://github.com/kubet/azdaja",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kubet",
      "url": "https://github.com/kubet"
    },
    "has_code": true,
    "stars": 10,
    "repo_license": "MIT",
    "evidence": {
      "path": "bench/jev/adapter.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "profanity-checker",
    "title": "profanity-checker",
    "summary": "Cloudflare Worker to check for profanity using TypeSafe Jev",
    "summary_zh": "用 Jev 检查脏话的 Cloudflare Worker。",
    "zh_machine": true,
    "url": "https://github.com/4rays/profanity-checker",
    "kind": "project",
    "patterns": [
      "output-validation"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "4rays",
      "url": "https://github.com/4rays"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/endpoints/profanityCheck.ts",
      "matched": [
        "typesafe/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "typesafe-ai-ruby",
    "title": "typesafe-ai-ruby",
    "summary": "Ruby client for the TypeSafe AI(Jev) System One API",
    "summary_zh": "System One API 的 Ruby 客户端。",
    "zh_machine": true,
    "url": "https://github.com/hnegishi/typesafe-ai-ruby",
    "kind": "sdk",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "hnegishi",
      "url": "https://github.com/hnegishi"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "lib/typesafe/constants.rb",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "ruby"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "openrouter-jev-mcp",
    "title": "openrouter-jev-mcp",
    "summary": "High-speed System One Jev AI decision gateway and MCP server powered by OpenRouter",
    "summary_zh": "由 OpenRouter 驱动的高速 System One 决策网关与 MCP server。",
    "zh_machine": true,
    "url": "https://github.com/ctmx/openrouter-jev-mcp",
    "kind": "plugin",
    "patterns": [
      "safety-gating"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "ctmx",
      "url": "https://github.com/ctmx"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "examples/demo_typesafe_sdk.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-broadcast-lab",
    "title": "jev-broadcast-lab",
    "summary": "Testing Lab for Jev AI",
    "summary_zh": "Jev 的测试实验室。",
    "zh_machine": true,
    "url": "https://github.com/4anti/jev-broadcast-lab",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "4anti",
      "url": "https://github.com/4anti"
    },
    "has_code": true,
    "stars": 2,
    "repo_license": "unknown",
    "evidence": {
      "path": "web/shared/jev-client.js",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "javascript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "fast-compaction-dsh",
    "title": "fast-compaction-dsh",
    "summary": "Verdict-based context compaction for DeepSeek Harness — replaces lossy LLM summaries with fast keep/truncate/drop decisions from jev-latest; everything kept stays verbatim. Port of tamaratran/fast-jev-compaction.",
    "summary_zh": "给 DeepSeek Harness 的判定式上下文压缩，取代有损的 LLM 摘要。",
    "zh_machine": true,
    "url": "https://github.com/kolawong/fast-compaction-dsh",
    "kind": "project",
    "patterns": [
      "tool-selection",
      "context-compaction"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "kolawong",
      "url": "https://github.com/kolawong"
    },
    "has_code": true,
    "stars": 3,
    "repo_license": "unknown",
    "evidence": {
      "path": "src/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-robotics-demo",
    "title": "jev-robotics-demo",
    "summary": "Jev (TypeSafe System One) vs Claude Opus 5 driving a simulated robot arm in MuJoCo",
    "summary_zh": "Jev 对比某大模型：在 MuJoCo 里驾驶仿真机械臂。",
    "zh_machine": true,
    "url": "https://github.com/FazalAAli/jev-robotics-demo",
    "kind": "project",
    "patterns": [
      "tool-selection"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "fazalaali",
      "url": "https://github.com/fazalaali"
    },
    "has_code": true,
    "stars": 4,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_agent.py",
      "matched": [
        "typesafe_sdk",
        "system_one",
        "TypeSafeClient"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-decision-lab",
    "title": "jev-decision-lab",
    "summary": "A local lab for seeing what TypeSafe's Jev judgment model does on realistic business cases: typed answers, probabilities, policy in code, receipts.",
    "summary_zh": "一个本地实验室，观察 Jev 在真实业务场景上的判断表现。",
    "zh_machine": true,
    "url": "https://github.com/jlov7/jev-decision-lab",
    "kind": "project",
    "patterns": [
      "content-scoring",
      "document-triage"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jlov7",
      "url": "https://github.com/jlov7"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_lab/adapters.py",
      "matched": [
        "typesafe-ai/jev",
        "jev-1.13"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jevgraph",
    "title": "jevgraph",
    "summary": "Evidence-backed knowledge graph construction with typed Jev relation decisions",
    "summary_zh": "用类型化 Jev 关系决策构建有证据支撑的知识图谱。",
    "zh_machine": true,
    "url": "https://github.com/chenmingtang830/jevgraph",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "chenmingtang830",
      "url": "https://github.com/chenmingtang830"
    },
    "has_code": true,
    "stars": 9,
    "repo_license": "Apache-2.0",
    "evidence": {
      "path": "src/jevgraph/benchmark.py",
      "matched": [
        "typesafe-ai/jev"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-sim",
    "title": "jev-sim",
    "summary": "Jev-compatible /v1/systemone server reading typed decisions from LLM logits, benchmarked against TypeSafe's Jev on the same items via JevBench",
    "summary_zh": "从 LLM logits 读出类型化决策的 Jev 兼容 /v1/systemone 服务，带基准。",
    "zh_machine": true,
    "url": "https://github.com/dashbi1/jev-sim",
    "kind": "benchmark",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "dashbi1",
      "url": "https://github.com/dashbi1"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "jev_sim/cli.py",
      "matched": [
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-llm-router-benchmark",
    "title": "jev-llm-router-benchmark",
    "summary": "Benchmark-driven Jev router and judge for cost-aware, reliable LLM coding workflows",
    "summary_zh": "以基准驱动的 Jev 路由器与评判者，服务于成本可控的 LLM 编程流程。",
    "zh_machine": true,
    "url": "https://github.com/erendikmenn/jev-llm-router-benchmark",
    "kind": "benchmark",
    "patterns": [
      "tool-selection",
      "content-scoring"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "erendikmenn",
      "url": "https://github.com/erendikmenn"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "src/jev_router/providers/review.py",
      "matched": [
        "api.typesafe.ai",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-demo",
    "title": "jev-demo",
    "summary": "Jev (TypeSafe System One) 学习与实测：概念文档 + 5 个可运行 demo + 可复现压测。实测 jev-1.13.0：扇出几乎免费，40 问与 1 问等延迟。",
    "summary_zh": "Jev 学习与实测：概念文档、5 个可运行 demo 与可复现压测 —— 实测扇出几乎免费。",
    "zh_machine": true,
    "url": "https://github.com/sawzhang/jev-demo",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "sawzhang",
      "url": "https://github.com/sawzhang"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "unknown",
    "evidence": {
      "path": "demo/jev_lite.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "flags": [
      "no-license"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-torneo-animales",
    "title": "jev-torneo-animales",
    "summary": "Winner-stays-on animal tournament refereed by Jev (TypeSafe System One): a local game to feel how fast typed decisions are. UI in Spanish.",
    "summary_zh": "由 Jev 裁判的擂台式动物锦标赛，本地游戏。",
    "zh_machine": true,
    "url": "https://github.com/hectorlcastro09/jev-torneo-animales",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "hectorlcastro09",
      "url": "https://github.com/hectorlcastro09"
    },
    "has_code": true,
    "stars": 0,
    "repo_license": "MIT",
    "evidence": {
      "path": "motor.py",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "cultivar",
    "title": "cultivar",
    "summary": "Use cultivar to test your Agent Skills and Docs by running them in sandboxes, and across different agents.",
    "summary_zh": "在沙盒里跨环境测试你的 Agent 技能与文档。",
    "zh_machine": true,
    "url": "https://github.com/pinecone-io/cultivar",
    "kind": "project",
    "patterns": [
      "overview"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "pinecone-io",
      "url": "https://github.com/pinecone-io"
    },
    "has_code": true,
    "stars": 40,
    "repo_license": "MIT",
    "evidence": {
      "path": "evals/framework/typesafe_grader.py",
      "matched": [
        "typesafe_sdk",
        "jev-latest",
        "system_one"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "pi-jev-skill-picker",
    "title": "pi-jev-skill-picker",
    "summary": "Rank Pi Agent Skills for the current task with TypeSafe Jev",
    "summary_zh": "用 Jev 给当前任务的 Pi Agent 技能排序。",
    "zh_machine": true,
    "url": "https://github.com/safzanpirani/pi-jev-skill-picker",
    "kind": "plugin",
    "patterns": [
      "search-ranking"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "safzanpirani",
      "url": "https://github.com/safzanpirani"
    },
    "has_code": true,
    "stars": 25,
    "repo_license": "MIT",
    "evidence": {
      "path": "extensions/jev.ts",
      "matched": [
        "api.typesafe.ai",
        "jev-latest",
        "/v1/systemone"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "typescript"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  },
  {
    "slug": "jev-synthetic-survey",
    "title": "jev-synthetic-survey",
    "summary": "Jev vs GPT-4.1 as synthetic survey respondents on Twin-2K-500. How you ask mattered more than which model you used.",
    "summary_zh": "把 Jev 与 GPT-4.1 当作合成问卷受访者做对比 —— 怎么问比用哪个模型更重要。",
    "zh_machine": true,
    "url": "https://github.com/jjd-lab/jev-synthetic-survey",
    "kind": "project",
    "patterns": [
      "model-routing"
    ],
    "platforms": [
      "typesafe-api"
    ],
    "author": {
      "name": "jjd-lab",
      "url": "https://github.com/jjd-lab"
    },
    "has_code": true,
    "stars": 1,
    "repo_license": "MIT",
    "evidence": {
      "path": "scripts/twin2k/jev_client.py",
      "matched": [
        "api.typesafe.ai",
        "typesafe_sdk",
        "jev-latest"
      ],
      "read_on": "2026-09-22"
    },
    "first_seen": "2026-09-22",
    "sources": [
      {
        "catalog": "sibling-list aggregate (docs/sibling-lists.txt)",
        "url": "https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sibling-lists.txt"
      }
    ],
    "license": "CC0-1.0",
    "languages": [
      "python"
    ],
    "checked": "2026-09-22",
    "link_status": 200
  }
]