{"slug":"willoscar-draft-polisher","source_name":"willoscar/draft-polisher","name":"Willoscar/Draft Polisher","description":"Audit-style editing pass for `output/DRAFT.md`: remove template boilerplate, improve coherence, and enforce citation anchoring.\n**Trigger**: polish draft, de-template, coherence pass, remove boilerplate, 润色, 去套话, 去重复, 统一术语.\n**Use when**: a first-pass draft exists but reads like scaffolding (repetition/ellipsis/template phrases) or needs a coherence pass before global review/LaTeX.","version":1,"lift":{"pass_rate_delta_pts":21.74,"pass_rate_pct":78.3,"total_cases":23,"passed_cases":18,"tokens_delta_pct":108.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T07:45:47.445220+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":21.74,"with_pass_pct":78.3,"without_pass_pct":56.5,"tokens_delta_pct":108.6,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-20T07:45:47.445220+00:00","run_id":"0d499110-3306-4cce-a12b-a4535f771c81","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":null,"install_count":0,"manifest_hash":"c3bf12917093f2f6e34d113dc9e727e2974a5610ddc2429760067e281862fcca","raw_url":"https://app.decimal.ai/s/willoscar-draft-polisher/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-draft-polisher"}