{"slug":"aris-novelty-check","source_name":"aris-novelty-check","name":"Aris 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":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":13.6,"total_cases":22,"passed_cases":3,"tokens_delta_pct":-14.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-27T14:20:47.595593+00:00"},"skill_score":0.1364,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":13.6,"without_pass_pct":0,"tokens_delta_pct":-14.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":11,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-27T14:20:47.595593+00:00","run_id":"18dece55-49e0-4aaa-a9eb-3602d9323815","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"727a78a565a22b0000ca7d37745d517cbdc05657ea419d06190eff4017a63c17","raw_url":"https://app.decimal.ai/s/aris-novelty-check/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aris-novelty-check"}