{"slug":"huangwb8-research-idea","source_name":"huangwb8/research-idea","name":"Huangwb8/Research Idea","description":"当用户提供任意研究资料、项目背景、实验结果、论文草稿、PR/仓库信息或自然语言线索，希望“提出科学问题”“凝练研究假设”“找创新点”“判断一个想法是否值得做”时使用。该 skill 通过 research-topic-extractor 与 research-literature-review 做查新，并用 parallel-vibe 默认 3 轮串行独立审查打磨多个“科学问题-可证伪假设”候选，最终输出 Research-Idea_{github仓库名}_{pr名}_{时间戳}.md。⚠️ 不适用：用户只需要完整实验方案/分析计划（优先 research-plan）、只要写文献综述正文（优先 research-literature-review）、或只要普通头脑风暴且不需要查新。","version":1,"lift":{"pass_rate_delta_pts":26.09,"pass_rate_pct":47.8,"total_cases":23,"passed_cases":11,"tokens_delta_pct":55.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T01:53:15.206088+00:00"},"skill_score":0.4783,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":26.09,"with_pass_pct":47.8,"without_pass_pct":21.7,"tokens_delta_pct":55.4,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":19,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-13T01:53:15.206088+00:00","run_id":"4cc0ea74-2bc6-4119-8039-23dd2a6ffe87","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":"8565da179e71e6c96417534aa9bd25392d59eff4c658d518ee471c26506241f6","raw_url":"https://app.decimal.ai/s/huangwb8-research-idea/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/huangwb8-research-idea"}