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autoresearch

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UpdatedMay 17, 2026 at 16:57

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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managesg/autoresearch

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Related occupationsSOC

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Software DevelopersComputer and Mathematical Occupations·SOC 15-1252

SKILL.md

readonly

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

/goal Inheritance

This skill inherits the SeaBridgeAI /goal default protocol. Frame the work with a persistent goal, Definition of Done, validation plan, risks, dependencies, expected artifacts, and completion evidence. Do not claim completion until the DoD is validated or a hard blocker is documented.

Canonical protocol: C:\Users\adelm\SeaBridgeAI\everything-claude-code\protocols\GOAL_PROTOCOL.md

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