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cccskills
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learn

Extract learnings from the current session and update memory/config. Use when: learn from this, what did we learn, update memory, session retrospective, extract patterns, save learnings.

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查看安装方法

包含的文件(1)

  • SKILL.md2.8 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Session Learning Extractor

Scans the current session for patterns, corrections, and feedback, then proposes updates to memory and config.

Usage

  • /learn — Scan session, propose updates
  • /learn <topic> — Focus extraction on a specific topic

Workflow

Phase 1: Scan Session

Review the conversation for:

  1. PR review feedback — corrections, style preferences, pattern violations flagged
  2. Errors encountered — what went wrong, what fixed it, root cause
  3. Patterns discovered — new conventions, architectural decisions, workflow preferences
  4. Corrections — things the user corrected (naming, approach, style)
  5. Explicit instructions — "always do X", "never do Y", "remember this"

Phase 2: Compare Against Config

Check each learning against existing config layers:

LayerPathPurpose
CLAUDE.md./CLAUDE.mdProject conventions (checked in)
Rules.claude/rules/*.mdContextual rules (loaded by glob/description)
Agents.claude/agents/*.mdAgent personalities and strategies
Skills.claude/skills/*/SKILL.mdSkill definitions
Memory~/.claude/projects/.../memory/Persistent cross-session memory

Phase 3: Identify Gaps

For each learning, classify:

  • Missing — not captured anywhere, needs to be added
  • Contradicts — conflicts with existing rule/memory
  • Vague — existing rule is too general, needs sharpening
  • Wrong layer — captured but in the wrong place (e.g., session-specific in CLAUDE.md)
  • Already covered — no action needed

Phase 4: Propose Updates

Present findings grouped by target file:

## Session Learnings

### New Patterns Found
1. [pattern]: [evidence from session]

### Proposed Updates

#### memory/MEMORY.md
- Add: [new entry]
- Update: [existing entry] → [revised entry]

#### .claude/rules/elixir.md
- Add: [new rule with evidence]

#### CLAUDE.md
- Update: [section] — [what changed and why]

### No Action Needed
- [learning already covered by existing config]

Rules

  • Evidence-based — every proposed update must reference a specific moment in the session
  • Right layer — session-specific → memory, stable patterns → rules, project conventions → CLAUDE.md
  • No duplicates — check existing content before proposing additions
  • Worktree-aware — always write to main tree's memory path, not worktree
  • Confirm before writing — present proposals, wait for user approval before modifying any file
  • Concise memory — MEMORY.md must stay under 200 lines (truncated beyond that)

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