Назад към всички

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.

$ git log --oneline --stat
stars:775
forks:147
updated:February 13, 2026
SKILL.mdreadonly
SKILL.md Frontmatter
nameclaude-reflect
descriptionSelf-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.

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
/reflect-skillsDiscover skill candidates from repeating patterns
/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)

Learning Destinations

  • ~/.claude/CLAUDE.md - Global learnings (model names, general patterns)
  • ./CLAUDE.md - Project-specific learnings (conventions, tools, structure)
  • ./CLAUDE.local.md - Personal learnings (machine-specific, gitignored)
  • ./.claude/rules/*.md - Modular rules with optional path-scoping
  • ~/.claude/rules/*.md - Global modular rules
  • ~/.claude/projects/<project>/memory/*.md - Auto memory (low-confidence, exploratory)
  • commands/*.md - Skill improvements (corrections during skill execution)

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]