{"slug":"willoscar-novelty-matrix","source_name":"willoscar/novelty-matrix","name":"Willoscar/Novelty Matrix","description":"Use when `paper-review` needs overlap/delta positioning against provided related work.\n**Trigger**: novelty matrix, prior-work matrix, overlap/delta, 相关工作对比, 新颖性矩阵.\n**Use when**: `paper-review` 中评估 novelty/positioning，需要把贡献与相关工作逐项对齐并写出差异点证据。","version":1,"lift":{"pass_rate_delta_pts":16,"pass_rate_pct":36,"total_cases":25,"passed_cases":9,"tokens_delta_pct":-17.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T08:25:25.263929+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":16,"with_pass_pct":36,"without_pass_pct":20,"tokens_delta_pct":-17.1,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":12,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-20T08:25:25.263929+00:00","run_id":"a596e161-cae1-433a-bf6a-5490bfe51dba","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":"df837206faede2993e1799c35cd1f9cfbef6c115212e8f3ad0d7ffe0e9e6c77c","raw_url":"https://app.decimal.ai/s/willoscar-novelty-matrix/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-novelty-matrix"}