Conciseness

Noticeably verbose with padded sections: the Deutsch hard-to-vary criterion is fully restated three times (intro "坏解释能用十种说法糊过去", step 7 "你能改的，都不是它的内核", criteria section "坏解释怎么改都还能用；好解释一动就塌"), and the Christianity/physics/economics assumption examples plus two separate "懒惰锚点" riffs re-explain concepts at unnecessary length. It sits below anchor 3 because the redundancy is repeated full restatements rather than occasional tightening.

Actionability

Concrete and executable: a named 7-step procedure, five explicit criteria, decision rules for when to use each diagram family, nine copy-ready ASCII exemplars, and concrete output commands ("date +%Y%m%dT%H%M%S", file path pattern). Minor gap: the org-file header format lives in references/template.org but is never linked from the output section.

Workflow Clarity

Clear end-to-end sequence (基本假设 → 工序 1-7 → 五条判据 → 形状/坐标系两层判断 → 写法 → 图示 → 输出) with explicit validation checkpoints (反生成, 预测+变更双测, two 反坍缩闸 self-checklists) and an explicit error-recovery feedback loop: "过不了一条，推倒重来——回到工序第 3 步".

Progressive Disclosure

The ~200-line nine-family ASCII catalog is inlined in SKILL.md where it clearly belongs in a separate reference file, and the one bundle file that exists (references/template.org) is never referenced from the body — a buried, unsignaled reference while separable content stays inline. It falls below anchor 3 because the reference is not merely unclearly signaled but entirely unlinked.

Specificity

Lists several concrete actions — "找出背后真正撑着它的几根独立的力", "十几个现象砍到不可再少的生成器", "砍完能把现象一个个生回来，才算数" — but the philosophical framing leaves minor gaps in coverage compared to a fully comprehensive action list.

Completeness

Explicitly answers both what ("给一个领域，找出背后真正撑着它的几根独立的力…砍完能把现象一个个生回来，才算数") and when ("Use when user says '降秩', '找秩', …") with concrete trigger phrases, in third-person voice.

Trigger Term Quality

Comprehensive natural trigger phrases a user would actually say: '降秩', '找秩', '秩是什么', '这个领域靠什么撑着', '背后是什么', plus the English "decompose any domain to its irreducible generators" — covering variations in both languages.

Distinctiveness Conflict Risk

The coined terms '降秩'/'找秩' define a clear niche, but '背后是什么' and "decompose any domain" are broad enough to occasionally overlap with general analysis or framework skills.