{"slug":"willoscar-rubric-writer","source_name":"willoscar/rubric-writer","name":"Willoscar/Rubric Writer","description":"Use when `paper-review` has claims plus evidence gaps and needs the final referee-style report.\n**Trigger**: rubric review, referee report, peer review write-up, 审稿报告, REVIEW.md.\n**Use when**: `paper-review` pipeline 的最后阶段（C3），已有 `output/CLAIMS.md` + `output/MISSING_EVIDENCE.md`（以及可选 novelty matrix）。","version":1,"lift":{"pass_rate_delta_pts":4.35,"pass_rate_pct":47.8,"total_cases":23,"passed_cases":11,"tokens_delta_pct":-38.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T12:40:17.218549+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.35,"with_pass_pct":47.8,"without_pass_pct":43.5,"tokens_delta_pct":-38.3,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-20T12:40:17.218549+00:00","run_id":"6cdae66e-cf26-4df2-b8ae-cde845b6a5b1","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":"c0730c6280e4b3bef7e8decf1e73b316ee17bd4628de30f2310eca2d77fa0d46","raw_url":"https://app.decimal.ai/s/willoscar-rubric-writer/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-rubric-writer"}