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ljg-structure

找出一段信息中母题级别的结构,把抽象关系展开回具体可见的现象,再用风洞检验关键因果与边界。USE WHEN user says '找结构', '母题是什么', '结构风洞', '背后的结构', '不要只做AB测试', or wants the generative mechanism beneath a problem. 仅当用户明确要求时展开跨域来源或多母题组合。NOT FOR 普通摘要、单个类比、事实查询或已有明确唯一解的执行题。

67

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

63%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.

The body is a well-organized, largely actionable instruction skill with a clear workflow and concrete output template, but it is held back by repetition of the wind-tunnel-is-internal point and a workflow reference pointing to a non-existent file.

Suggestions

Consolidate the repeated 'wind tunnel is an internal method, not a chapter' guidance into a single statement; remove the restatements in 理解契约, Gotchas, and 输出要求 to recover tokens.

Create the referenced `Workflows/FindStructure.md` (or remove the Workflow Routing table) so the single external reference resolves, fixing progressive-disclosure navigation.

Tighten the 理解契约 / 风洞如何进入结论 sections: drop philosophical justification of why structural analysis helps readers and keep only the operational contract (概念明确、关系明确、示例承载关系、边界可判断).

DimensionReasoningScore

Conciseness

Mostly efficient but noticeably redundant — the point that '风洞是内部方法/不是章节' is restated across 理解契约, 风洞如何进入结论, Gotchas, and 输出要求, and the 理解契约 section over-explains philosophy Claude already grasps.

3 / 5

Actionability

Provides concrete, executable guidance: exact org-mode template, file path pattern, shell commands (`date +%Y%m%dT%H%M%S`), four fixed top-level headers, and input→steps example flows; minor gaps in the conceptual-analysis steps which are guidance rather than code.

4 / 5

Workflow Clarity

Clear sequence (母题→示例运行→结构卡→内部风洞→结论: 具体试压→抽象规则→回到现象) with a read-back checkpoint ('保存后读回文件并报告路径') and a read-only branch; the wind-tunnel feedback loop is present, though some validation checkpoints are implicit rather than explicit commands.

4 / 5

Progressive Disclosure

Well-sectioned single-file structure, but the only external reference — `Workflows/FindStructure.md` in the routing table — does not exist as a bundle file, so navigation is broken; no references/scripts/assets directories are present.

3 / 5

Total

14

/

20

Passed

Description

100%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.

The description is exemplary: it states concrete capabilities in third-person voice, provides rich natural-language triggers, and explicitly bounds both when to use and when not to use the skill.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — '找出一段信息中母题级别的结构', '把抽象关系展开回具体可见的现象', '用风洞检验关键因果与边界' — giving comprehensive coverage of what the skill does.

5 / 5

Completeness

Explicitly answers both 'what' (find motif-level structure, expand relations, wind-tunnel test) and 'when' (USE WHEN triggers plus a NOT FOR exclusion list), with concrete trigger phrases.

5 / 5

Trigger Term Quality

The 'USE WHEN user says' clause enumerates natural phrases users would actually say ('找结构', '母题是什么', '结构风洞', '背后的结构', '不要只做AB测试') plus a prose trigger, covering synonyms and variations.

5 / 5

Distinctiveness Conflict Risk

A clear niche (motif-level structural analysis with wind-tunnel calibration) is anchored by distinctive triggers and an explicit NOT FOR boundary (普通摘要、单个类比、事实查询、执行题), minimizing conflict risk.

5 / 5

Total

20

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
lijigang/ljg-skills
Reviewed

Table of Contents

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