Claude Reflect

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:

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.

2. Discover Workflow Patterns (NEW in v2)

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

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

Key Features

Installation

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:

- Every short prompt (500 characters or less, not "ok"/"continue", not a slash command) goes to a one-shot
  model check (haiku by default) that decides whether it holds a reusable rule. It reads intent, not keywords,
  so corrections in any language count ("нет, используй pnpm" works).
- A band above the prompt shows each rule it finds, with Save, Global/This repo instead, Edit and
  Skip. You decide in the moment; repeats merge into one row with a count (×3).
- Save adds a bullet inside a marked section of ~/.claude/CLAUDE.md or ./CLAUDE.md, and the rule applies
  in the current session…