{"slug":"xuzhougeng-bear-scoop","source_name":"xuzhougeng/bear-scoop","name":"Xuzhougeng/Bear Scoop","description":"在你投入一个研究方向之前，先看看有谁已经在做同样的事。把 idea 拆成多个不同角度分别去检索，返回一张\"邻近程度地图\"，重点标出最危险的撞车候选。底层走真实检索（scimaster-cli），不做主观新颖性判断。\n**以下情况请主动触发本技能**：用户说\"这个选题有没有人做过\"、\"我会不会被抢发\"、\"这个方向还有空间吗\"、\"我的 idea 新不新\"、\"要不要查一下有没有撞车\"、\"这个想法是不是已经有人发了\"——即使用户没有说\"bear-scoop\"，只要意图是**在提交或动笔前确认 idea 的独特性**，就使用本技能。加 `-r` flag 只看近两年和预印本，适合担心被抢发的场景。\n不适用于：为已有观点找支持文献（用 bear-support）、找反对文献（用 bear-counter）、概念地图（用 bear-map）、溯源演化史（用 bear-trace）。","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":16.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-14T02:46:45.772164+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":68.2,"without_pass_pct":36.4,"tokens_delta_pct":16.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-14T02:46:45.772164+00:00","run_id":"4604634d-5cf0-42ac-bae9-dfc750f1d627","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":"AGPL-3.0","install_count":0,"manifest_hash":"1294b7178e5328fe6e97d3e2202d17a0831c1bf47f74fffd2f439aaa96715ca4","raw_url":"https://app.decimal.ai/s/xuzhougeng-bear-scoop/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/xuzhougeng-bear-scoop"}