proactive-self-improving-agent
byclaw-opus· 1 skill
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。
How to install proactive-self-improving-agent?
claw-opus/proactive-self-improving-agent
$npx -y skills add claw-opus/proactive-self-improving-agent --skill proactive-self-improving-agentInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/claw-opus/proactive-self-improving-agent" --skill "claw-opus/proactive-self-improving-agent"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/claw-opus/proactive-self-improving-agent" that are relevant to the current task. Run `npx skills add "https://github.com/claw-opus/proactive-self-improving-agent"` and select the relevant skills, then follow their instructions.
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