{"slug":"li-evan-learn-prototype","source_name":"li-evan/learn-prototype","name":"Li Evan/Learn Prototype","description":"当用户要做/研究一个东西、想提升某个技能、或觉得某个产出不够好想改进时使用。用「改良主义」先逼出一个最垃圾但能跑的原型，再引导他自己洞察缺陷、提出问题，提改良假说→实践检验→迭代，信奉「洞察缺陷 > 如何优化 > 最终答案」，并把每次改进的方法本身沉淀成方法论。触发场景：要做 X、研究 X、提升 X、X 做得不好想改进、怎么优化 X、不知从哪下手做。","version":1,"lift":{"pass_rate_delta_pts":25,"pass_rate_pct":79.2,"total_cases":24,"passed_cases":19,"tokens_delta_pct":-5.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-27T15:10:23.080610+00:00"},"skill_score":0.7917,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":25,"with_pass_pct":79.2,"without_pass_pct":54.2,"tokens_delta_pct":-5.1,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":24,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-27T15:10:23.080610+00:00","run_id":"757c69fe-5978-4f43-928e-eb128d8114a5","version_number":1,"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":"d407f3b47e106d281d7c24c3253a02e70d57af2cbbb395c41dadde5f4c5705b0","raw_url":"https://app.decimal.ai/s/li-evan-learn-prototype/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/li-evan-learn-prototype"}