Individual skill
autoresearch-agent
Use when a file should be improved against a measurable metric (speed, bundle size, pass rate, prompt or headline score), before hand-tuning it. Loops edit, run_experiment.py, keep or git reset on a fixed evaluator; needs an eval command and a git repo.
engineering/autoresearch-agent/skills/autoresearch-agent/SKILL.md
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# Autoresearch Agent
> You sleep. The agent experiments. You wake up to results.
Autonomous experiment loop inspired by [Karpathy's autoresearch](https://github.com/karpathy/autoresearch). The agent edits one file, runs a fixed evaluation, keeps improvements, discards failures, and loops indefinitely.
Not one guess — fifty measured attempts, compounding.
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## Slash Commands
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