formanator
Project / 项目 · In the catalogue / 在目录中查看
What Jev decides here · Jev 在这里做什么决定
Output validation (输出校验), Document triage (文档分拣)
No reading of its primitives is recorded. 没有记录原语的阅读结果。
a person read the call site 有人读过调用点 · · Cited file / 引用的文件: src/typesafe.rs
Summary · 摘要
Submits Forma benefit claims from the command line or an MCP client. With --category-provider jev, Jev picks the benefit and category with a choice over the pairs Forma allows plus no_match, seeing only merchant and description; under 0.5 confidence or no match it falls back to the configured LLM.written by a model
从命令行或 MCP 客户端提交 Forma 福利报销。使用 --category-provider jev 时，Jev 用一个 choice 从 Forma 允许的“福利加类别”组合（另加 no_match）中挑一个，只看商家和描述；置信度低于 0.5 或无匹配时，回退到配置好的 LLM。模型撰写机翻
Launches · 发布记录
Not launched yet. 还没有发布过。 Launch it / 发布它 ↗ · How a product launches / 怎样发布一个产品
Makers · Maker
Made this? Confirm or correct its entry / 这是你做的？确认或更正条目 ↗
The same form takes the product's one line and a demo link, in its maker's own words. 同一个表单也可以补上产品的一句话和演示链接，用 Maker 自己的话。
Badge for its README · README 徽章
[](https://kydlikebtc.github.io/awesome-jev/products/formanator.html)One line for the product's README, linked to this page. The picture says that it is listed; while it is on the launch board, that it is launching; after a week in the top three, its place. It is rebuilt with the site, so the line never needs changing. 放进产品 README 的一行，链接到本页。图片显示已收录；在发布榜上时显示正在发布；进过某周前三后显示名次。它随网站一起重建，这一行不用再改。
Also under this pattern · 同一模式的其他产品
latitude-llm
Open-source observability for AI agents that flags where agents fail in their traces. A shadow provider asks Jev one noul per flagger dimension, at most 11 per call; the cited file does not show whether those answers change any flag, and the README does not mention Jev.
reticle
Checks an agent's "done" by driving the running app and returning pass, fail or cannot tell. Its benchmark harness asks Jev, in one call on captured evidence, five nouls (did the intended consequence happen, is the capture clean, did the app error), a pass/fail/unknown choice and a severity score.
celesto
Secure and persistent computer for AI agents -- build your own Grokbot, and Muse.
atomic
Coding-agent runtime in which workflows are versioned TypeScript stages with executable checks, review gates and human approvals. Its AI package lists Jev from models.dev as a System One decision model on five providers, apart from the chat models; the README does not say where a workflow calls it.
abide
Hooks into Claude Code, Codex, OpenCode and Pi and, on every edit or turn, asks Jev one yes-or-no question per rule in AGENTS.md or CLAUDE.md, showing only the rule and the diff; a broken rule goes back to the agent to fix. On 93 replayed sessions Jev flagged 39 edits; a reviewer confirmed 10.