{"slug":"aris-idea-discovery","source_name":"aris-idea-discovery","name":"Aris Idea Discovery","description":"Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says \"找idea全流程\", \"idea discovery pipeline\", \"从零开始找方向\", or wants the complete idea exploration workflow.","version":1,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":45.5,"total_cases":22,"passed_cases":10,"tokens_delta_pct":150.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-27T14:17:16.149377+00:00"},"skill_score":0.4545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40.91,"with_pass_pct":45.5,"without_pass_pct":4.5,"tokens_delta_pct":150.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-27T14:17:16.149377+00:00","run_id":"7529afa1-46c2-454f-a2c2-5d6e2b6198cd","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":"51159cbf5d5026f7dfb680fa2d90c9c5a28469525080f92455359f95b23ff3c9","raw_url":"https://app.decimal.ai/s/aris-idea-discovery/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aris-idea-discovery"}