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claude-reflect

Self-learning system that captures corrections during sessions and reminds users to run /reflect to update CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something for future sessions.

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970
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其他
许可证
Apache-2.0
最近提交
2026年8月12日

plugins/claude-reflect/SKILL.md

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Claude Reflect - Self-Learning System

A two-stage system that helps Claude Code learn from user corrections.

How It Works

Stage 1: Capture (Automatic) Hooks detect correction patterns ("no, use X", "actually...", "use X not Y") and queue them to ~/.claude/learnings-queue.json.

Stage 2: Process (Manual) User runs /reflect to review and apply queued learnings to CLAUDE.md files.

Available Commands

CommandPurpose
/reflectProcess queued learnings with human review
/reflect --scan-historyScan past sessions for missed learnings
/reflect --dry-runPreview changes without applying
/skip-reflectDiscard all queued learnings
/view-queueView pending learnings without processing

When to Remind Users

Remind users about /reflect when:

  • They complete a feature or meaningful work unit
  • They make corrections you should remember for future sessions
  • They explicitly say "remember this" or similar
  • Context is about to compact and queue has items

Correction Detection Patterns

High-confidence corrections:

  • Tool rejections (user stops an action with guidance)
  • "no, use X" / "don't use Y"
  • "actually..." / "I meant..."
  • "use X not Y" / "X instead of Y"
  • "remember:" (explicit marker)

CLAUDE.md Destinations

  • ~/.claude/CLAUDE.md - Global learnings (model names, general patterns)
  • ./CLAUDE.md - Project-specific learnings (conventions, tools, structure)

Example Interaction

User: no, use gpt-5.1 not gpt-5 for reasoning tasks
Claude: Got it, I'll use gpt-5.1 for reasoning tasks.

[Hook captures this correction to queue]

User: /reflect
Claude: Found 1 learning queued. "Use gpt-5.1 for reasoning tasks"
        Scope: global
        Apply to ~/.claude/CLAUDE.md? [y/n]

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