SKILL

autoresearch-agent

Make a file measurably better by trial: faster code, smaller bundle, higher pass rate or prompt score. Use whenever the user wants something optimized against a metric, before hand-tuning; loops edits, keeps wins, resets losses. Needs an eval command.

Target: Software development & testing. Automatically collected · unverified.

Excerpt from the author’s documentation

Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.

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Topics in the source

  • Autoresearch Agent
  • Slash Commands
  • When This Skill Activates
  • Setup
  • First Time — Create the Experiment
  • What Setup Creates
  • Domains
  • If program.md Already Exists

You sleep. The agent experiments. You wake up to results. Autonomous experiment loop inspired by Karpathy's autoresearch. The agent edits one file, runs a fixed evaluation, keeps improvements, discards failures, and loops indefinitely. Not one guess — fifty measured attempts, compounding. -- | Command | What it does | |---------|-------------| | /autoresearch-agent:setup | Set up a new experiment interactively | | /ar-run | Run a single experiment iteration | | /ar-loop | Start autonomous loop with configurable interval (10m, 1h, daily, weekly, monthly) | | /ar-status | Show dashboard and results | | /ar-resume | Resume a paused experiment | -- Recognize these patterns from the user: "Make this faster / smaller / better" "Optimize [file] for [metric]" "Improve my [headlines / copy / prompts]" "Run experiments overnight" "I want to get [metric] from X to Y" Any request involving: optimize, benchmark, improve, experiment loop, autoresearch If the user describes a target file + a way to measure success → this skill applies. -- Run the setup script. The user decides where experiments live: Project-level (inside repo, git-tracked, shareable with team): User-level (personal, in /.autores

This is an excerpt. Refer to the complete source and its current requirements.

Source repository
alirezarezvani/claude-skills
Source file
engineering/autoresearch-agent/skills/autoresearch-agent/SKILL.md
Fixed revision
8f082544116fc0d014188e521ca40304cdfc86b0
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Requirements

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Author: alirezarezvani/claude-skills · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-09T14:01:46.591Z.

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License and attribution

MIT. Third-party content and copyright remain with their authors. Refer to the original license and terms.

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