SKILL.md
SkillClaw: Collective Skill Evolution for LLM Agents
Skill by ara.so — Daily 2026 Skills collection.
SkillClaw is a framework that makes LLM agents progressively smarter by evolving reusable skills from real session data and sharing them across a group of agents. It intercepts OpenAI-compatible API calls via a local proxy, records session artifacts, and runs an evolve server that distills experience into SKILL.md files synced via cloud storage (OSS/S3/local).
Architecture
User → OpenClaw Agent → SkillClaw Client Proxy → Upstream LLM API
↓ records sessions
Shared Storage (OSS/S3/local)
↑ reads sessions, writes skills
Evolve Server (workflow or agent)
Three components share the same storage layer and skill format:
SkillClaw: Collective Skill Evolution for LLM Agents
Skill by ara.so — Daily 2026 Skills collection.
SkillClaw is a framework that makes LLM agents progressively smarter by evolving reusable skills from real session data and sharing them across a group of agents. It intercepts OpenAI-compatible API calls via a local proxy, records session artifacts, and runs an evolve server that distills experience into SKILL.md files synced via cloud storage (OSS/S3/local).
Architecture
User → OpenClaw Agent → SkillClaw Client Proxy → Upstream LLM API
↓ records sessions
Shared Storage (OSS/S3/local)
↑ reads sessions, writes skills
Evolve Server (workflow or agent)
Three components share the same storage layer and skill format: