Proactive Self Improving Agent
by claw-opus5af957709186No license16 starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 7 months ago
自动捕获经验并安全进化的技能。触发条件：(1)命令/操作失败时→记ERRORS.md (2)被用户纠正('不对'/'应该是')时→记LEARNINGS.md (3)用户需要不存在的能力时→记FEATURE_REQUESTS.md (4)外部API/工具出错时→记ERRORS.md (5)发现自己知识过时/错误时→记LEARNINGS.md (6)发现更好做法时→记LEARNINGS.md (7)每个任务完成时→回顾过程，有新经验则记LEARNINGS.md。去重原则：如果没有新经验或已有条目已覆盖则跳过不写。每次写入同时在.learnings/CHANGELOG.md追加JSONL日志。经验反复出现≥3次时晋升到AGENTS.md/TOOLS.md/SOUL.md。详见正文。
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npx @sourceweft/cli skills install @claw-opus/proactive-self-improving-agentAdd --agent claude-code, codex, cursor or universal to choose which agent gets it (Claude Code by default).
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npx skills add https://github.com/claw-opus/proactive-self-improving-agent/tree/5af957709186392fb9892382d0ffb26e8095ad65Source and attribution
Source:claw-opus/proactive-self-improving-agentat commit5af9577
License: No license
Content belongs to its original authors. SourceWeft indexes it from a public repository.
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