mindforge

Use when the user's request is fuzzy or hedged ('something like', 'I think', 'not sure', 有个想法, 大概是, 说不清, 还没想清楚); when a goal is stated but scope, audience, or done-condition is undefined; when the user asks where to start (不知道从哪开始, 帮我理一理, 理一下思路); when they've been going back and forth and need help landing; or when what they *want* and what they *asked for* seem misaligned. Do NOT wait for the user to say they're confused — if the request itself is ambiguous, this skill should activate. /clarifier explicitly triggers this.

Use when thinking has gone on for multiple rounds and needs converging: the user says 收一下, 怎么取舍, 接下来怎么办, 有点乱, 想太多了, 聊了这么多, 'so where does that leave us', 'what should I do next'; the conversation has produced multiple angles or analyses but no clear direction; the user seems overwhelmed by too many good ideas; or thinking is going in circles. /conductor explicitly triggers this.

Use when the user presents a conclusion, plan, decision, or recommendation that needs stress-testing, or says 我认为, 结论是, 应该, 最好的方案, 只需要, 已经证明, 肯定, 显然, 质疑一下, 有没有问题, 帮我挑挑毛病. /janus explicitly triggers this.

Use when the conversation is going in circles or converging too quickly on one direction; when the user is stuck or wants fresh angles (没思路, 卡住了, 换个角度, 有没有别的可能, 发散一下); when a plan or idea feels off or flat (太平了, 不够有意思); when the user is exploring anything creative, strategic, or conceptual (product thinking, content, positioning, naming, pitches) and hasn't asked for deep analysis; or when the user seems to want validation but would benefit more from a provocation. /muse explicitly triggers this.

Use when the user wants one angle thought through deeply rather than more ideas: they share a substantial block of thinking or notes and want insight, not a summary (想透, 深入分析); they face a decision with real tradeoffs (纠结, 利弊, 帮我想想这个决定); they want assumptions questioned or blind spots surfaced (盲区); they want to understand *why* something is the way it is (为什么会这样); or they name a specific framework (first principles, second-order, inversion, 第一性原理, 逆向思考, 主要矛盾). /thinker explicitly triggers this.

1 hook across 1 event