{"slug":"wanshuiyin-novelty-check","source_name":"wanshuiyin/novelty-check","name":"Wanshuiyin/Novelty Check","description":"Verify research idea novelty against recent literature. Use when user says \"查新\", \"novelty check\", \"有没有人做过\", \"check novelty\", or wants to verify a research idea is novel before implementing.","version":4,"lift":{"pass_rate_delta_pts":45.45,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":-8.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T14:18:57.740147+00:00"},"skill_score":0.6818,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":45.45,"with_pass_pct":68.2,"without_pass_pct":22.7,"tokens_delta_pct":-8.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":16,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-11T14:18:57.740147+00:00","run_id":"18e259c5-879d-4ca5-bdfa-392d0cef9e20","version_number":4,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"84588f391f4a44ea9c44fefa5caaa632edfd10ecc55b598e9e0f931dc60f2de3","raw_url":"https://app.decimal.ai/s/wanshuiyin-novelty-check/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wanshuiyin-novelty-check"}