# autoresearch-agent

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...

## Manifest

```json
{
  "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

```json
null
```