{"slug":"wanshuiyin-experiment-plan","source_name":"wanshuiyin/experiment-plan","name":"Wanshuiyin/Experiment Plan","description":"Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute budget, or paper-ready validation that supports the core problem, novelty, simplicity, and any LLM / VLM / Diffusion / RL-based contribution.","version":2,"lift":{"pass_rate_delta_pts":4,"pass_rate_pct":36,"total_cases":25,"passed_cases":9,"tokens_delta_pct":75.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T14:23:13.584560+00:00"},"skill_score":0.36,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4,"with_pass_pct":36,"without_pass_pct":32,"tokens_delta_pct":75.8,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":11,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-11T14:23:13.584560+00:00","run_id":"94cb8672-ac55-4c42-953a-88fab9fd7b71","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":"96f4a113edfca163e55445c6b2aa349f5eb1e395e153c40901e68d0dd7726de0","raw_url":"https://app.decimal.ai/s/wanshuiyin-experiment-plan/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wanshuiyin-experiment-plan"}