learn

Use when users /learn, save, remember, or distill lessons.

AI 与智能体9.9kskills/learn/SKILL.md

安装

把这段话发给 Claude Code、Codex 或 Cursor。智能体会先检查安全性，你确认后才安装。

读取 https://funcoding.ai/skills/tigerless-labs/autoharness/learn/install.md ，按里面的步骤帮我安装这个 Skill。

SKILL.md

Learn: distill this session into the skill library

Review the conversation so far and distill what is worth keeping — through the standard proposal chain, never by writing files.

Identify class-level, reusable lessons: corrected approaches, non-trivial techniques, durable user preferences. Skip one-off narratives and environment-specific failures.
Compare first: read the injected skill index; if an existing skill covers the topic, prefer a patch/update over creating a near-duplicate.
Reconcile old with new: when a lesson supersedes an earlier rule, search the managed skill trees for contradicting statements and stage updates so the new version wins everywhere.
Stage every change exclusively via the stage_skill tool, one intent per lesson, with reason and a verbatim evidence quote from this session. The deterministic promoter validates and lands; rejects are reported at the next session start.

If nothing meets the bar, say so and stage nothing.

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