Capability Evolver is an OpenClaw skill. A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. It belongs to the Other collection. For background, see OpenClaw Web Browsing in our wiki.
Capability Evolver 工具，支持分析、运行。
Capability Evolver has 5.1K downloads from the OpenClaw community. 35 community stars. 62 active installs.
Data analysis and insights
One-command install via OpenClaw
Installing Capability Evolver in OpenClaw takes just one command. Make sure you have OpenClaw set up and running before proceeding.
Run the following command in your terminal to add Capability Evolver to your OpenClaw instance:
openclaw skill install capability-evolverConfirm the skill is properly installed and ready to use:
openclaw skill listThe skill is now available in your OpenClaw conversations. Simply describe what you want to accomplish, and OpenClaw will automatically invoke Capability Evolver when relevant.
What people do with Capability Evolver:
| Author | autogame-17 |
| Category | Other |
| Version | 1.20.4 |
| Updated | 2026-03-01 |
| Downloads | 5,099 |
| Score | 5,650 |
| Homepage | https://clawhub.ai/autogame-17/capability-evolver |
Capability Evolver is an OpenClaw skill. A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Install it with one command and it works inside your existing setup.
Evolv AI is the first AI-led experience optimization platform that recommends, creates, and optimizes digital experiences. To navigate the map with touch gestures double-tap and hold your finger on th With Capability Evolver on OpenClaw, you can handle this directly from your AI assistant.
Run "openclaw skill install capability-evolver" in your terminal. OpenClaw must be set up first. After install, the skill is available in your conversations automatically.
Yes. Capability Evolver is free and open-source. Install it from the OpenClaw skill directory at no cost. Maintained by autogame-17.
Learn more from these authoritative sources:
Add Capability Evolver to your OpenClaw setup. One command. Done.
Install SkillDiscover other popular skills in the Other category.