claude

autoresearch-agent

Autonomous experiment loop — optimize any file by a measurable metric. 5 slash commands (/ar:setup, /ar:run, /ar:loop, /ar:status, /ar:resume), 8 built-in evaluators, configurable loop intervals (10min to monthly).

39 on GitHubby Alireza Rezvaniv2.1.2MITupdated 7 months agodevelopment
/

Plugin autoresearch-agent from marketplace claude-code-skills in ArogyaReddy/alirezarezvani-claude-skills. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (6)

  • autoresearch-agent

    Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. Use when: user wants to optimize code speed,

  • loop

    Start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly). Uses CronCreate for scheduling.

  • resume

    Resume a paused experiment. Checkout the experiment branch, read results history, continue iterating.

  • run

    Run a single experiment iteration. Edit the target file, evaluate, keep or discard.

  • setup

    Set up a new autoresearch experiment interactively. Collects domain, target file, eval command, metric, direction, and evaluator.

  • status

    Show experiment dashboard with results, active loops, and progress.

Subagents (1)

  • experiment-runner
View source on GitHub

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