Summary
If you're running multiple LLM agents and want them to get smarter from each other's experience, this intercepts OpenAI-compatible API calls, records session artifacts, and distills them into reusable SKILL.md files that sync across your agent cluster via OSS/S3. You run a local proxy that all your agents talk through, plus an evolve server (either a fixed three-stage pipeline or an autonomous OpenClaw agent) that watches sessions and writes skills. The architecture is straightforward: proxy records, storage syncs, evolve server learns. It's designed for multi-user setups where you want collective improvement without manually curating every skill, and it ships with WildClawBench integration for benchmarking the evolution loop.
Install to Claude Code
npx -y skills add aradotso/trending-skills --skill skillclaw-skill-evolution --agent claude-codeInstalls into .claude/skills of the current project.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Files
SKILL.md
Select a file.
Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →First SeenJun 3, 2026
