capability-evolver
✓A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
Installation
SKILL.md
The Capability Evolver is a meta-skill that allows OpenClaw agents to inspect their own runtime history, identify failures or inefficiencies, and autonomously write new code or update their own memory to improve performance.
Standard Run (Automated) Runs the evolution cycle. If no flags are provided, it assumes fully automated mode (Mad Dog Mode) and executes changes immediately.
Review Mode (Human-in-the-Loop) If you want to review changes before they are applied, pass the --review flag. The agent will pause and ask for confirmation.
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Source: autogame-17/evolver.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/autogame-17/evolver --skill capability-evolver- Source
- autogame-17/evolver
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-06
- Updated
- 2026-02-18
Quick answers
What is capability-evolver?
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Source: autogame-17/evolver.
How do I install capability-evolver?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/autogame-17/evolver --skill capability-evolver Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/autogame-17/evolver
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-06