principles-disciple

What problem does it solve?

This Skill helps you manage and evolve your AI agent's capabilities by capturing and learning from errors, fostering self-improvement through a structured "pain" feedback loop.

Core Features & Use Cases

• Evolutionary Framework: Guides AI development through stages of learning and adaptation.
• Pain Capture: Logs errors and failures to identify areas for improvement.
• Principle Generation: Distills lessons learned from failures into actionable principles for future actions.
• Use Case: When your AI agent repeatedly fails at a specific coding task, this Skill captures those failures, analyzes the root cause, and helps the agent evolve to avoid similar mistakes in the future, ultimately making it more robust and efficient.

Quick Start

Use the principles-disciple skill to initiate the evolutionary process for your agent.