{"skill_id":"autoresearch-agent","manifest":{"name":"autoresearch-agent","description":"Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. Use when: user wants to optimize code speed, reduce bundle/image size, improve test pass rate, optimize prompts, improve content quality (headlines, copy, CTR), or run any measurable improvement loop. Requires: a target file, an evaluation c...","source_url":"https://github.com/alirezarezvani/claude-skills/tree/main/.gemini/skills/autoresearch-agent","source_pin":null,"manifest_hash":"beef4d9e5553b6d95eea88378664f1d778a34c385368c46223ba49b69de7a5ab","risk_tier":"T2"},"sbom":null,"receipt":null,"root_pubkey":null}