{"slug":"wanshuiyin-research-refine-pipeline","source_name":"wanshuiyin/research-refine-pipeline","name":"Wanshuiyin/Research Refine Pipeline","description":"Run an end-to-end workflow that chains `research-refine` and `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":2,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":61.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T20:02:07.277334+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40.91,"with_pass_pct":77.3,"without_pass_pct":36.4,"tokens_delta_pct":61.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-11T20:02:07.277334+00:00","run_id":"41093d44-ab80-410b-8946-64bbf31329b6","version_number":2,"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":"bc23c8240c6f651ef0841a58684d477b7cdfcaab6918ff18de20c9a9e85747ae","raw_url":"https://app.decimal.ai/s/wanshuiyin-research-refine-pipeline/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wanshuiyin-research-refine-pipeline"}