AgentSkillsCN

claude-reflect

通过自学习系统，记录每次会话中的修正内容，并同步更新至 CLAUDE.md 文件。当您与 AI 助手讨论学习心得、纠正错误，或用户提到自己记起了某些事情时，可使用此功能。 可通过“remember this”、“don't forget”、“use X not Y”或“actually…”等关键词触发该功能。

SKILL.md
--- frontmatter
name: claude-reflect
description: |
  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...".
allowed-tools: Read, Write, Edit, Bash(jq:*), Bash(cat:*)
version: 1.4.1
license: MIT
author: Bayram Annakov <bayram.annakov@gmail.com>

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

code
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]