← ClaudeAtlas

refinelisted

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
Lambenthan/empiricalwiki · ★ 45 · Data & Documents · score 80
Install: claude install-skill Lambenthan/empiricalwiki
# /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/claims/outputs/) - file path (e.g. `wiki/outputs/paper-draft-v1.md`) - `--max-rounds N` (optional, default 4): maximum iteration rounds - `--target-score N` (optional, default 8): target review score (1-10); stop when reached - `--difficulty` (optional, default `hard`): difficulty level passed to /review - `--focus` (optional): review focus passed to /review ## Outputs - **Improved artifact** (wiki page or file, updated in place) - **Wiki entity updates** (if review finds claims needing strengthening or identifies gaps) - **REFINE_REPORT** (output to terminal): - Score trajectory across all rounds - Cumulative list of fixed issues - Final review score and verdict - Unresolved issues (if any) ## Wiki Interaction ### Reads - `wiki/ideas/*.md` — if artifact is an idea - `wiki/experiments/*.md` — if artifact is an experiment plan - `wiki/claims/*.md` — claims referenced by the review - `wiki/papers/*.md` — papers referenced by the review -