406d50b3ff
Remove legacy chains, skills, and config modules. Add citation agent, SYSTEM.md, modular research-tools extension, and web-access layer. Add ralph-wiggum to Pi package stack for long-running loops. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
1.4 KiB
1.4 KiB
description
| description |
|---|
| Autonomous experiment loop — try ideas, measure results, keep what works, discard what doesn't, repeat. |
Start an autoresearch optimization loop for: $@
This command uses pi-autoresearch. Enter autoresearch mode and begin the autonomous experiment loop.
Behavior
- If
autoresearch.mdandautoresearch.jsonlalready exist in the project, resume the existing session with the user's input as additional context. - Otherwise, gather the optimization target from the user:
- What to optimize (test speed, bundle size, training loss, build time, etc.)
- The benchmark command to run
- The metric name, unit, and direction (lower/higher is better)
- Files in scope for changes
- Then initialize the session: create
autoresearch.md,autoresearch.sh, run the baseline, and start looping.
Loop
Each iteration: edit → commit → run_experiment → log_experiment → keep or revert → repeat. Do not stop unless interrupted or maxIterations is reached.
Key tools
init_experiment— one-time session config (name, metric, unit, direction)run_experiment— run the benchmark command, capture output and wall-clock timelog_experiment— record result, auto-commit, update dashboard
Subcommands
/autoresearch <text>— start or resume the loop/autoresearch off— stop the loop, keep data/autoresearch clear— delete all state and start fresh