Shike Darwin Optimizer

Autonomous skill optimizer inspired by Karpathy's autoresearch. 8-dimension evaluation (structure + effectiveness), hill-climbing with git, test prompts vali...

This skill is internally consistent for the stated job of optimizing SKILL.md files, but it will read and edit all local skill SKILL.md files and spawn subagents to test changes. Before running: (1) back up your skills directory or work in a clone; (2) verify you trust the author/package if you follow the README's npx / zip links (they're not part of the registry install in this package); (3) ensure you want automated git commits/reverts (and be prepared for any remote push to require your credentials); (4) confirm that you will approve the human-confirm checkpoints rather than giving blanket consent. If you'd like, I can list the exact file and git operations the SKILL.md will perform so you can review them line-by-line.

Type: OpenClaw Skill Name: shike-darwin-optimizer Version: 1.3.0 The 'shike-darwin-optimizer' skill is an autonomous framework designed to improve the quality of other AgentSkills through a 'Darwinian' evolution process involving static analysis and live testing. It utilizes git for version control and rollbacks and spawns sub-agents for independent evaluation. While the skill performs high-risk actions like modifying source files (SKILL.md) and executing git commands, these are strictly aligned with its stated purpose and are mitigated by mandatory user confirmation checkpoints (e.g., Phase 2 optimization loop). No evidence of malicious intent, data exfiltration, or unauthorized persistence was found.