{"slug":"huangwb8-research-topic-extractor","source_name":"huangwb8/research-topic-extractor","name":"Huangwb8/Research Topic Extractor","description":"当用户明确要求\"从文件/图片/网页/描述中提取综述主题\"、\"生成主题+关键词+核心问题结构化输出\"，或要求使用旧名 get-review-theme skill 时使用。支持文件（PDF/Word/Markdown/Tex）、文件夹、图片、自然语言描述、网页 URL 等多种输入源，自动识别输入类型并提取内容，生成可直接用于 research-literature-review 及其他文献综述技能的结构化输出。","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":46.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T01:57:06.160090+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":72.7,"without_pass_pct":36.4,"tokens_delta_pct":46.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-13T01:57:06.160090+00:00","run_id":"be5346c8-df2c-415a-9e5e-f3cf91a7221c","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":"60d56af93c5d7096996e1af85c21c955e6d15e15a30a035a2c26f97cfb66d029","raw_url":"https://app.decimal.ai/s/huangwb8-research-topic-extractor/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/huangwb8-research-topic-extractor"}