Conciseness

The body is dense with skill-specific material — dates, dollar amounts, case IDs, sourced quotes — and almost never explains things Claude already knows. However, cases like Belridge (C06) and Alibaba (C15) recur across the 招式, 启发式, 误读, and 张力 sections, and the lengthy 来源 list could mostly live in references/research/, so minor trimming is possible.

Actionability

For an instruction-only skill the guidance is fully executable: exact fallback phrases (「这件事我手头没有记录，下面是按我的思路推的」), a 17-entry case-index table routing question types to casebook IDs, a 5-item company-check checklist with an explicit cutoff rule (「五样里有两样查不到，就进『太难』」), and a list of banned pseudo-quotes with the real wording given instead.

Workflow Clarity

The numbered 「怎么用我」 protocol is clearly sequenced with decision checkpoints — bucket the question against the boundary table, route to the casebook, search for current facts before judging — and includes self-correction loops (「别滑回助手腔」 → re-read the voice samples) plus a falsification section (「什么会推翻现在的结论」).

Progressive Disclosure

The body is a genuine overview with well-signaled, one-level-deep references that all exist on disk: the case index routes to references/casebook.md by case ID, the bias list points to references/25-biases.md, voice samples extend into references/voice.md, and references/research/ is explicitly declared as source material.

Specificity

The description names the domain and lists four concrete capability areas —「逆向思考、认知偏误、跨学科分析、投资决策审视」— which is specific and multi-part, but they are stated as topics rather than the concrete actions the skill performs, leaving minor gaps versus a fully comprehensive action list.

Completeness

Both questions are answered explicitly: the 「what」 is the four named analysis capabilities of Munger's perspective, and the 「when」 is a concrete 「说…时触发」 clause with specific trigger phrases — matching the top anchor exactly.

Trigger Term Quality

Six natural trigger phrases a user would actually say (「用芒格的视角」「逆向思考一下」「这有什么认知偏误」「Lollapalooza效应」「能力圈之外」「激励结构是什么」) plus an explicit anti-trigger (「泛泛的『这个决策靠谱吗』不要触发」) give comprehensive coverage including variations.

Distinctiveness Conflict Risk

Charlie Munger's perspective is a clear niche with distinctive trigger terms (Lollapalooza 效应, 能力圈), and the explicit negative trigger prevents firing on generic decision-review questions, minimizing conflict risk.