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skillclaw-skill-evolution — Claude Code skill

This skill turns agent session data into shared SKILL.md files and syncs them through shared storage. Use it when several agents need evolving skills.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓ 
npx skills add reason-machines/trending-skills --skill skillclaw-skill-evolution -a claude-code
Open on GitHub

What skillclaw-skill-evolution does

The skill describes SkillClaw, a local proxy that intercepts OpenAI-compatible requests and records session artifacts. An evolution server processes that experience into SKILL.md files, while agents exchange the resulting skills through OSS, S3, or a local filesystem backend.

Its setup covers a client proxy, a fixed three-stage workflow server, and an autonomous OpenClaw-based server. CLI commands handle initialization, proxy control, status checks, and skill synchronization. OSS storage requires an API key, endpoint, bucket, and access credentials; the server also requires --group-id.

What it helps with

  • turn agent session experience into SKILL.md files
  • share skills through OSS, S3, or local storage
  • route OpenAI-compatible API traffic through a local proxy
  • run a WildClawBench skill evolution experiment

Example prompts for the agent

  • Set up SkillClaw skill evolution for my agent group.
  • Start the local SkillClaw proxy and connect the agents to it.
  • Pull and push shared skills through the OSS backend.

How to install skillclaw-skill-evolution

1Skills CLI (Vercel)

npx skills add reason-machines/trending-skills --skill skillclaw-skill-evolution -a claude-code

2Manually: put the files in place

~/.claude/skills/skillclaw-skill-evolution/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/skillclaw-skill-evolution/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about skillclaw-skill-evolution

How do I install skillclaw-skill-evolution in Claude Code?

Run npx skills add reason-machines/trending-skills --skill skillclaw-skill-evolution -a claude-code, then check ~/.claude/skills/skillclaw-skill-evolution/SKILL.md.

What does skillclaw-skill-evolution do?

It captures agent session experience, turns it into reusable SKILL.md files, and shares those skills across agents through common storage.

What is required to run the evolution server?

The setup needs API and storage configuration. OSS storage uses an endpoint, bucket, access key, and secret, while --group-id is required by the server.

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