把 Claude Code 的小决策交给 Jev 的四个开源仓库
盘点 claude-code-templates、fast-jev-compaction、jev-mcp、jevmem 等仓库,用 Jev 处理技能选择、上下文压缩、注入检测和记忆写入。
still don't get why nobody hands Claude Code's small decisions to Jev yet Claude Code says "all tests pass" when they don't. these repos fix stuff like that: 1. claude-code-templates - 32k⭐ which skill to load: → the skill listing leaves Claude's context → Jev picks at most 1 skill per prompt and the mod loads it https://github.com/davila7/claude-code-templates 2. fast-jev-compaction - 7.3k⭐ what survives when Claude Code compacts: → Jev scores every old tool call and result → keep, cut to 300 chars or drop → no summary, everything kept stays word for word https://github.com/tamaratran/fast-jev-compaction 3. jev-mcp - 474⭐ checks Claude can call mid-task: → is this fetched page a prompt injection → is "all tests pass" actually true against the log https://github.com/jkudish/jev-mcp 4. jevmem - 104⭐ what Claude Code should remember: → after each turn Jev decides what goes into memory → before each prompt, which saved lines Claude sees → before Bash or Edit, does this break a saved rule https://github.com/Avinash-jetwani/jevmem even oh-my-claudecode, 39k stars, wired Jev into 10 of its own decision points inside Claude Code, for now in shadow next to its old rules