claude-reflect

A self-learning system for Claude Code that captures corrections and discovers workflow patterns — turning them into permanent memory and reusable skills.

Two ways to run it:

	Plugin (Python)	Mod (reflect-mod, new in 3.3)
You correct Claude	a hook queues it	a model check sees it at once, in any language
You review	later, with /reflect	right away, in a band above the prompt
Runs on	Claude Code, plus Codex/Cursor via AGENTS.md	Claude Code 2.1.286+ with mods

Pick one. Install the plugin or the mod.

What it does

1. Learn from Corrections

When you correct Claude ("no, use gpt-5.1 not gpt-5"), it remembers forever.

┌─────────────────┐     ┌─────────────────┐     ┌─────────────────┐
│  You correct    │ ──► │  Hook captures  │ ──► │  /reflect adds  │
│  Claude Code    │     │  to queue       │     │  to CLAUDE.md   │
└─────────────────┘     └─────────────────┘     └─────────────────┘
      (automatic)            (automatic)            (manual review)

2. Discover Workflow Patterns (NEW in v2)

Analyzes your session history to find repeating tasks that could become reusable commands.

┌─────────────────┐     ┌─────────────────┐     ┌─────────────────┐
│  Your past      │ ──► │ /reflect-skills │ ──► │   Generates     │
│  sessions       │     │ finds patterns  │     │   /commands     │
└─────────────────┘     └─────────────────┘     └─────────────────┘
    (68 sessions)         (AI-powered)            (you approve)

Example: You've asked "review my productivity" 12 times → suggests creating /daily-review

Key Features

Feature	What it does
Permanent Memory	Corrections sync to CLAUDE.md — Claude remembers across sessions
Skill Discovery	Finds repeating patterns in your history → generates commands
Multi-language	AI understands corrections in any language
Skill Improvement	Corrections during /deploy improve the deploy skill itself

Installation

# Add the marketplace
claude plugin marketplace add bayramannakov/claude-reflect

# Install the plugin
claude plugin install claude-reflect@claude-reflect-marketplace

# IMPORTANT: Restart Claude Code to activate the plugin

After installation, restart Claude Code (exit and reopen). Then hooks auto-configure and commands are ready.

First run? When you run /reflect for the first time, you'll be prompted to scan your past sessions for learnings.

Prerequisites

• Claude Code CLI installed
• Python 3.6+ (included on most systems)

Platform Support

• macOS: Fully supported
• Linux: Fully supported
• Windows: Fully supported (native Python, no WSL required)

New: claude-reflect as a mod (early access)

Claude Code mods run inside the session, so the same idea works without a queue you have to remember to review: