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.
Read the original English text
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
Sources and evidence
This record was collected automatically. Its documentation, suitability and runtime behavior have not been manually verified.
Author: alirezarezvani/claude-skills · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-09T14:01:46.591Z.
Categories are inferred from names, descriptions and paths. They do not establish compatibility.
License and attribution
MIT. Third-party content and copyright remain with their authors. Refer to the original license and terms.
Original license ↗Synchronization, copying and user-reported success do not mark a resource as runtime-tested.
Limitations and notes
- Collecting metadata does not mean this site has installed, adapted, runtime-tested or security-reviewed the resource.