{"slug":"xuzhougeng-bear-onboard","source_name":"xuzhougeng/bear-onboard","name":"Xuzhougeng/Bear Onboard","description":"给一个概念或领域，同时画出它的概念版图（空间：现在这个领域长什么样）和演化脉络（时间：这个领域是怎么走到今天的），在一份综合报告里帮你快速建立对一个陌生领域的立体认知。底层走真实检索（scimaster-cli），绝不编造引用。\n**以下情况请主动触发本技能**：用户想\"快速入门一个领域\"、\"搞懂这个方向\"、\"这个领域的核心概念和发展历史\"、\"帮我建立对这个方向的认知框架\"——即使没有说\"bear-onboard\"，只要意图是**对一个陌生领域同时理解概念版图和演化脉络**，就使用本技能。\n不适用于：只画概念地图（用 bear-map）、只做溯源（用 bear-trace）、为观点找文献（用 bear-support / bear-counter）、选题查重（用 bear-scoop）。","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":59.1,"total_cases":22,"passed_cases":13,"tokens_delta_pct":6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-14T02:36:39.565554+00:00"},"skill_score":0.5909,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":59.1,"without_pass_pct":22.7,"tokens_delta_pct":6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":19,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-14T02:36:39.565554+00:00","run_id":"baad55c4-0c6a-4dba-b066-9a1263905339","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":"f38ffa886119e17db54069a1209bd2bf6169647832617f76715cc88157a314da","raw_url":"https://app.decimal.ai/s/xuzhougeng-bear-onboard/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/xuzhougeng-bear-onboard"}