Individual skill
refine
General-purpose multi-round iterative improvement — repeatedly calls /review on any research artifact, parses feedback, applies fixes, updates wiki, until the target score is reached
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# /refine
> General-purpose multi-round iterative improvement loop for any research artifact
> (idea, proposal, experiment plan, paper draft).
> Each round calls /review for structured feedback → parses actionable items → Claude fixes the artifact →
> updates wiki entities → re-reviews, until the score reaches the target or the maximum rounds are exhausted.
> Outputs an improvement history and the final review score.
## Inputs
- `artifact`: the artifact to improve, one of:
- slug of a wiki page (searched in ideas/experiments/methods/outputs/)
- file path (e.g. `wiki/outputs/paper-draft-v1.md`)
- `--max-rounds N` (optional, default 4): maximum iteration rounds