Conciseness

The body is dense and instructional throughout — specific counts (5–8 招式, 12 案例卡, 不少于 8 条, 350 行内), tables, and no explanations of concepts Claude already knows — but the epigraph, the "你是谁" persona section, and the detailed "版本检查" operational template are instances that could be trimmed or moved to a reference. This matches anchor 4 (efficient with minor over-explanation) rather than anchor 5's every-token-earns-its-place.

Actionability

Guidance is fully executable for an instruction-only skill: copy-paste commands ("python3 $NUWA/scripts/merge_research.py $OUT", "python3 $NUWA/scripts/quality_check.py $OUT", the exact git ls-remote invocation), exact output paths, per-step deliverable formats and counts, a named source whitelist (晚点、财新、36氪…), and degradation paths for constrained environments — matching anchor 5.

Workflow Clarity

The six-step flow (定题 → 先验快照 → 采集与封存 → 提炼 → 成形 → 验证) is explicitly sequenced, each step with purpose, pass conditions, and artifacts; validation is built in (merge_research.py summary checks, quality_check.py "修到没有 ✗", two-arm blind validation with a scoring agent), with an explicit feedback loop ("不合格就改，最多两轮") and one clearly signaled mid-point user checkpoint — matching anchor 5 including feedback loops and checklists.

Progressive Disclosure

SKILL.md functions as an overview: a resource table maps every bundle file to when to read/run it, all referenced files (8 references, 4 scripts) exist in the bundle, references are one level deep with no nesting, and the how-to detail is appropriately deferred to per-stage playbooks — matching anchor 5's clear overview with well-signaled one-level-deep references.

Specificity

The description states several concrete pipeline actions — "自动深度调研→思维框架提炼→生成可运行的人物Skill" plus a diagnosis path "模糊需求→诊断推荐→再蒸馏" — with concrete input types. It falls short of anchor 5 only because later stages (e.g., validation/fidelity testing) are not mentioned, and it is clearly above anchor 3's '1-2 concrete actions'.

Completeness

It explicitly answers 'what' (deep research → framework extraction → generate a runnable person Skill, with two entry paths) and 'when' (a dedicated, concrete trigger-word list including fuzzy-need triggers), which is exactly anchor 5's 'both what AND when with concrete trigger phrases'.

Trigger Term Quality

Comprehensive natural trigger coverage in both languages: 「造skill」「蒸馏XX」「女娲」「XX的思维方式」「做个XX视角」「更新XX的skill」, vague-need phrasings like 「我想提升决策质量」「我需要一个思维顾问」, and English variants "distill [person]", "how does [person] think", "I need a thinking advisor" — matching anchor 5's comprehensive coverage including synonyms.

Distinctiveness Conflict Risk

A clear niche (distilling a person's thinking into a Skill) with distinctive triggers like 「女娲」「蒸馏XX」 that no other skill category would claim; conflict risk is minimal, matching anchor 5.