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>
33 lines
1.4 KiB
Markdown
33 lines
1.4 KiB
Markdown
---
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description: Autonomous experiment loop — try ideas, measure results, keep what works, discard what doesn't, repeat.
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---
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Start an autoresearch optimization loop for: $@
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This command uses pi-autoresearch. Enter autoresearch mode and begin the autonomous experiment loop.
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## Behavior
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- If `autoresearch.md` and `autoresearch.jsonl` already exist in the project, resume the existing session with the user's input as additional context.
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- Otherwise, gather the optimization target from the user:
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- What to optimize (test speed, bundle size, training loss, build time, etc.)
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- The benchmark command to run
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- The metric name, unit, and direction (lower/higher is better)
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- Files in scope for changes
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- Then initialize the session: create `autoresearch.md`, `autoresearch.sh`, run the baseline, and start looping.
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## Loop
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Each iteration: edit → commit → `run_experiment` → `log_experiment` → keep or revert → repeat. Do not stop unless interrupted or `maxIterations` is reached.
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## Key tools
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- `init_experiment` — one-time session config (name, metric, unit, direction)
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- `run_experiment` — run the benchmark command, capture output and wall-clock time
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- `log_experiment` — record result, auto-commit, update dashboard
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## Subcommands
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- `/autoresearch <text>` — start or resume the loop
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- `/autoresearch off` — stop the loop, keep data
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- `/autoresearch clear` — delete all state and start fresh
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