Claude Reflect System — Development skill for Claude Code


Claude Code Self-Learning Skills - Reflect System 🧠

*"Correct once, never again"* - AI that learns from your corrections and never repeats mistakes

[](https://opensource.org/licenses/MIT) [](https://claude.ai/code) [](https://www.python.org/downloads/) [](https://github.com/haddock-development/claude-reflect-system) [](http://makeapullrequest.com)

**Keywords:** Claude Code, AI Learning, Self-Improving AI, LLM Skills, Machine Learning, Continuous Learning, AI Memory, Developer Tools, Code Automation, Python AI

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🎯 What is this?

**Reflect** is a revolutionary **self-learning AI system** for Claude Code that enables **automatic skill improvement** through user corrections. Unlike traditional AI coding assistants that forget everything between sessions, Reflect creates **permanent learning** from your feedback.

**Perfect for:** Developers, AI engineers, automation enthusiasts, teams using Claude Code, anyone tired of repeating corrections to AI assistants.

**Use Cases:**

• 🔧 Development workflows - Teach Claude your preferred tools (uv, pytest, ruff)
• 🎨 Code style - Enforce your coding standards automatically
• 📦 Project templates - Remember your preferred project structures
• 🔐 Security practices - Never forget security checks again
• 🚀 CI/CD pipelines - Consistent deployment patterns

The Problem

Session 1: Claude uses pip
You:      "No, use uv instead"
Claude:   "Ok, using uv"

Session 2: Claude uses pip again 😞
You:      "I told you to use uv!"

The Solution

Session 1: Claude uses pip
You