mu
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
Context compaction (上下文压缩), Safety gating (安全闸门), Intent routing (意图路由)
choice, noul, score: read in the code by a person 由人在代码里读到
a script found Jev's request or answer in the cited file; nobody has read it 脚本在引用的文件里找到了 Jev 的请求或回答，还没有人读过 · Cited file / 引用的文件: packages/kyrn-judge/src/providers/typesafe.ts
Summary · 摘要
Coding agent and desktop app built on pi that asks Jev at 40 decision points which tool-output chunks enter the context, which stale tool results to drop, whether a rule-flagged command was asked for and whether fetched pages or MCP output carry injected instructions.
基于 pi 的编程 Agent（命令行和桌面端），在 40 个决策点上问 Jev：工具输出的哪些片段进上下文、哪些过期的工具结果可以丢掉、被规则拦下的命令是不是用户要的、抓取的网页和 MCP 输出里有没有注入的指令。机翻
Notes · 备注
Each decision point can be active, shadow or off; a local judge (mude 1.0), a classifier or any LLM can replace Jev per point. MIT; the files the desktop app in desktop/ took from AionUi stay Apache-2.0.
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/mu.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
jcode: memory recall without embeddings
Replaces the whole retrieval stack for memory recall — no embeddings, no BM25, no reranker — with one batched Noul per candidate memory.
fast-jev-compaction
A Claude Code plugin that replaces the compaction summary with per-item decisions: stale tool calls are dropped or truncated, everything kept stays verbatim.
jevgrep (dzhng)
CLI and agent skill that finds code by asking what it does: `jg "How are telemetry events recorded?" ./repo` has Jev judge relevance across folders, files and declarations and returns files and verbatim excerpts. The author reports the same 8 of 10 SWE-bench tasks solved at ~30% lower cost.
hermes-jev-skills
Nine agent skills plus a CLI covering model routing, memory filtering, turn retention, one-of-many skill selection and next-action choice.
compact-adviser
Plugin answering one question, should I /compact now: one Jev request asks two choices (is the latest unit of work finished; hands-on or coordination), combined in code into a score whose floor relaxes from 0.90 to 0.50 as the context fills. It hints, or compacts on Pi and Claude Code if you opt in.