Auto Skill Evolver

This skill allows your AI agent to autonomously improve its own skills. It uses an iterative "training" process where the agent practices a task, evaluates the result, and rewrites the skill definition to perform better next time.

⚠️ Security Notice: This skill modifies code/config files on your local machine. It runs the local openclaw CLI and executes arbitrary commands defined by you. Use with caution and review changes before applying them.

Prerequisites

1. Python 3.8+ installed.
2. OpenClaw CLI installed and configured (openclaw command available in PATH, external dependency and not bundled by this skill package).
3. No external API key required (uses your local OpenClaw agent configuration).
4. Strongly recommended to run with human review (--interactive) unless you are in a trusted CI pipeline.

Usage

1. Self-Training Mode (The "Gym")

Use this mode when you want the agent to practice a specific task repeatedly to perfect a skill.