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autoresearch

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UpdatedApril 27, 2026 at 15:29

Autonomous experiment loop that tries ideas, measures results, keeps what works, and discards what doesn't. Use when the user asks to optimize a metric, run an experiment loop, improve performance iteratively, or automate benchmarking.

Installation

Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.

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deepelementlab

deepelementlab/orca

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Software DevelopersComputer and Mathematical Occupations·SOC 15-1252

SKILL.md

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name	autoresearch
description	Autonomous experiment loop that tries ideas, measures results, keeps what works, and discards what doesn't. Use when the user asks to optimize a metric, run an experiment loop, improve performance iteratively, or automate benchmarking.

Autoresearch

Run the /autoresearch workflow. Read the prompt template at ../prompts/autoresearch.md for the full procedure.

Tools used: init_experiment, run_experiment, log_experiment (from pi-autoresearch)

Session files: autoresearch.md, autoresearch.sh, autoresearch.jsonl

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