Official Anthropic Agent Skills repo with document and example packs
Self-Improvement Loops
SkillTreat the agent harness as the thing being optimized, with versioned evolution
Clone or download it from github.com, then drop the folder into ~/.claude/skills/ (Claude Code) or your agent's skills directory.
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About Self-Improvement Loops
Covers systems where prompts, tools and harness code are the artifact under optimization: how variants get proposed, versioned, compared and promoted over time.
Pairs with the collection's evaluation, judge-design and hosted-agent skills. From muratcankoylan's Agent Skills for Context Engineering.
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