Execute self-learning system that captures corrections during sessions and syncs them to CLAUDE.md.
Use when discussing learnings, corrections, or when the user mentions remembering something.
Trigger with phrases like "remember this", "don't forget", "use X not Y", or "actually...".
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
Command
Purpose
/reflect
Process queued learnings with human review
/reflect --scan-history
Scan past sessions for missed learnings
/reflect --dry-run
Preview changes without applying
/skip-reflect
Discard all queued learnings
/view-queue
View 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)
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]
Overview
Execute self-learning system that captures corrections during sessions and syncs them to CLAUDE.
Prerequisites
Access to the Claude Reflect environment or API
Required CLI tools installed and authenticated
Familiarity with Claude Reflect concepts and terminology
Instructions
Assess the current state of the Claude Reflect configuration
Identify the specific requirements and constraints
Apply the recommended patterns from this skill
Validate the changes against expected behavior
Document the configuration for team reference
Output
Configuration files or code changes applied to the project