claude

ar

autoresearch: a skill-only autonomous experiment loop — propose → measure → keep winners → repeat, against any numeric objective, with noise-floor gating so nothing is banked on noise. /ar:start, /ar:resume, /ar:status, /ar:report, /ar:stop. State stays in the target repo's ./.ar/. No hooks, no MCP.

4 on GitHubby Emanuele Ballarinv0.4.11MITupdated 18 days agoproductivity
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Plugin ar from marketplace ccplugins in emaballarin/ccplugins. Commands read from the repo's manifest — 17 days ago.

What it installs

Skills (5)

  • report

    Write the final summary of an autoresearch run to `./.ar/final_report.md` — trajectory, best commit and its diff, what worked, what failed, and what to try next. Use for `/ar:report`, "write up the autoresearch results", or "summarise the experiment loop". Reads `./.ar/ar.jsonl` from disk, so it wor

  • resume

    Run the autoresearch experiment loop — propose one change, measure it, keep it only if it beats the noise floor, repeat. Use to resume or continue an autoresearch run, for `/ar:resume`, for "keep iterating", "next experiment", "continue optimising", or whenever `./.ar/ar.jsonl` exists and the loop s

  • start

    Open a new autoresearch experiment loop — dedicated `ar/…` git branch, `./.ar/` state, and a measured baseline noise floor so later gains can be told apart from run-to-run scatter. Invoke ONLY when explicitly asked to start an autoresearch run, open an experiment loop, or `/ar:start` — e.g. "autores

  • status

    Print the current autoresearch run's state — goal, baseline, noise floor, best-so-far, run tallies, budget, branch, and the last few iterations. Use for `/ar:status`, "how is the loop doing", "what's the best so far", or any read-only check on an autoresearch experiment. Reconstructs everything from

  • stop

    End the current autoresearch run — append a `status:stopped` sentinel to `./.ar/ar.jsonl`, which is also what halts the external `ar-loop.sh` driver. Use for `/ar:stop`, "stop the loop", "halt autoresearch", or "that's enough iterations". Writes the sentinel and the final report, then prints (does n

View source on GitHub

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