{"slug":"aris-research-refine-pipeline","source_name":"aris-research-refine-pipeline","name":"Aris Research Refine Pipeline","description":"Run an end-to-end workflow that chains `aris-research-refine` and `aris-experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final proposal plus detailed experiment roadmap, or asks to \"串起来\", build a pipeline, do it end-to-end, or generate both the method and experiment plan together.","version":1,"lift":{"pass_rate_delta_pts":45.45,"pass_rate_pct":45.5,"total_cases":22,"passed_cases":10,"tokens_delta_pct":31.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-27T14:47:50.582103+00:00"},"skill_score":0.4545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":45.45,"with_pass_pct":45.5,"without_pass_pct":0,"tokens_delta_pct":31.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-27T14:47:50.582103+00:00","run_id":"aefe40c4-a546-42a1-a07a-527960607c99","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":"f26640da5ae3cbc49c5043f418bcd2d3beb828ec39d400089a3ae273268a85bc","raw_url":"https://app.decimal.ai/s/aris-research-refine-pipeline/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aris-research-refine-pipeline"}