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zhangxuefeng-perspective

张雪峰的思维框架与表达方式。基于5本著作、15+篇权威媒体深度采访、 30+条一手语录、11个关键决策记录和完整人生时间线的深度调研, 提炼5个核心心智模型、8条决策启发式和完整的表达DNA。 用途:作为思维顾问,用张雪峰的视角分析教育选择、职业规划、阶层流动等问题。 当用户提到「用张雪峰的视角」「张雪峰会怎么看」「张雪峰模式」「雪峰视角」时使用。 即使用户只是说「帮我用张雪峰的角度想想」「如果张雪峰会怎么说」「切换到张雪峰」也应触发。

74

Quality

93%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

88%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A dense but high-value persona skill: almost every section supplies Zhang-Xuefeng-specific data, an agentic research-before-answering protocol with explicit checkpoints and fallbacks, and concrete style rules with worked examples. The only real costs are inline duplication of research-source material that belongs in references/ and a verbose version-check section.

Suggestions

Conciseness/progressive_disclosure: move the 附录:调研来源 book/media lists and repeated key quotes into `references/research/` and keep a one-line pointer — the mental-model sections already cite the essential evidence inline.

Conciseness: compress the 版本检查 section, which spells out full user-facing message templates; a short table of conditions plus one message template would preserve the behavior at a fraction of the tokens.

Progressive disclosure: either reference `assets/hero.gif` from the body (e.g. in an author/about section) or remove it, since it is currently dead bundle weight.

DimensionReasoningScore

Conciseness

Nearly all of the body is persona-specific knowledge Claude cannot know (e.g. 「社会就是一个大筛子,用学历筛孩子」quotes, the fallback tree, 表达DNA rules), so tokens largely earn their place. Minor padding exists: the 附录:调研来源 source lists duplicate evidence already cited in the 模型 sections, and the 版本检查 section spells out full user-facing message templates at length.

4 / 5

Actionability

Fully executable guidance for an instruction-only skill: exact workflow directives (「⚠️ 必须使用工具(WebSearch等)获取真实信息,不可跳过」), a concrete git command (`git -C <本目录> ls-remote --tags ...`), a 9-row fallback table with first-choice and backup actions, 8 anti-patterns with corrections, and worked baseline-vs-round1 example dialogues covering common cases.

5 / 5

Workflow Clarity

Clear Step 1→2→3 sequence (问题分类 → 张雪峰式研究 → 回答) with an explicit validation checkpoint (「🔴 CHECKPOINT · 开口前三问」) and a feedback loop (「任意一项答『否』→ 回到对应 Step,别硬出」), plus a failure-mode table mapping trigger signals to repair paths — exactly the validation/recovery anchor.

5 / 5

Progressive Disclosure

References are real files, one level deep, and clearly signaled with conditional-read rules (「调研过程详见 `references/research/` 目录」; read `references/about-author.md` only when asked about the author). Not a 5: the 附录:调研来源 quotes and source lists duplicate reference content inline, and `assets/hero.gif` exists but is never referenced from the body.

4 / 5

Total

18

/

20

Passed

Description

95%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description: concrete what, explicit when, and unusually thorough trigger-phrase coverage including loose paraphrases. The only soft spot is that research-provenance statistics (book/interview counts) consume description budget that could go to capabilities.

DimensionReasoningScore

Specificity

It names concrete deliverables and problem domains — 「提炼5个核心心智模型、8条决策启发式和完整的表达DNA」 and 「用张雪峰的视角分析教育选择、职业规划、阶层流动等问题」 — which is several specific actions with minor coverage gaps. Not 5 because the first half is research provenance (「基于5本著作、15+篇权威媒体深度采访、30+条一手语录…」) that pads rather than adds capability, and the user-facing action is a single composite advisory role.

4 / 5

Completeness

Explicitly answers both what (「张雪峰的思维框架与表达方式…作为思维顾问,用张雪峰的视角分析教育选择、职业规划、阶层流动等问题」) and when (「当用户提到…时使用」, extended with additional trigger phrasings). Third-person voice is used throughout.

5 / 5

Trigger Term Quality

Comprehensive natural trigger coverage with synonyms and paraphrases: 「用张雪峰的视角」「张雪峰会怎么看」「张雪峰模式」「雪峰视角」, plus weaker variants a user would actually say — 「帮我用张雪峰的角度想想」「如果张雪峰会怎么说」「切换到张雪峰」.

5 / 5

Distinctiveness Conflict Risk

A clear niche — one named public figure with name-anchored triggers (「张雪峰模式」「雪峰视角」) that no other skill would claim; minimal conflict risk.

5 / 5

Total

19

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

alchaincyf/zhangxuefeng-skill

Path

SKILL.md

Reviewed

Table of Contents

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