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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。

60

Quality

75%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./skills/ljg-structure/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

53%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 output half of this skill is exceptionally concrete (exact commands, templates, heading whitelist, worked examples), but the process half is scattered: one rule is stated three times across sections, the workflow is never sequenced in one place, and its only routing table points to a file missing from the bundle.

Suggestions

Fix the dangling reference: either ship Workflows/FindStructure.md or remove the Workflow Routing table — right now the skill delegates its core workflow to a file that does not exist.

Consolidate the conclusion-structure rule (具体试压 -> 抽象规则 -> 回到现象) into a single canonical statement; it is currently repeated in 「风洞如何进入结论」, Gotchas, and 输出要求.

State the analysis pipeline once as an ordered sequence (input → 母题 → 结构卡 → 内部风洞 → 结论) instead of leaving the reader to reconstruct it from the 19 scattered Gotchas bullets.

DimensionReasoningScore

Conciseness

The body is mostly load-bearing (concept definitions, gotchas, output spec are skill-specific knowledge, not things Claude already knows), but the same rules are repeated across sections: the conclusion-structure rule ("具体试压 -> 抽象规则 -> 回到现象") appears in 「风洞如何进入结论」(lines 34-36), again in Gotchas (lines 62-64), and a third time in 输出要求 (line 95); the wind-tunnel-is-internal-not-a-section rule likewise appears three times. Not 4 because this repetition is more than minor trimming; not 2 because there is no padding explaining concepts Claude already knows.

3 / 5

Actionability

Concrete, executable guidance dominates the output side: exact commands ("date +%Y%m%dT%H%M%S", "date \"+%Y-%m-%d %a %H:%M\""), a copy-paste org-mode template, a hard heading whitelist (输入/母题/结构/结论), the ASCII-connector rule, and three worked examples showing the full pipeline. Not 5 because the analytical core itself (how to actually derive a 母题 or run the internal wind tunnel) is conveyed only through abstract directives like "送进风洞校准" and "锁定基准预测" with no intermediate worked detail.

4 / 5

Workflow Clarity

A sequence is recoverable (input → 母题 → 结构卡 → internal wind tunnel → 结论 → write file, and the examples walk it end-to-end), and there is one explicit validation checkpoint ("保存后读回文件并报告路径"). But the steps are never enumerated in one place — they are distributed across 理解契约, 风洞如何进入结论, 19 Gotchas bullets, and 输出要求 — and the "Workflow Routing" table delegates the actual workflow to a file the reader must chase, so checkpoints other than the final read-back are implicit.

3 / 5

Progressive Disclosure

The only navigation element, the Workflow Routing table, points to `Workflows/FindStructure.md`, which does not exist in the bundle (no Workflows/, references/, scripts/, or assets/ directories are present) — a dangling reference the skill depends on for its core workflow. Beyond that, ~130 lines of rules and a 19-bullet Gotchas list are all inlined with no signaling of what is core vs. detail. Not 3 because a broken primary reference plus fully inlined detail content matches 'minimal structure / references buried' more than 'some structure'.

2 / 5

Total

12

/

20

Passed

Description

86%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: explicit USE WHEN triggers with natural quoted phrases, a clear NOT FOR boundary, and a concrete three-part action chain. Its only weakness is that the stated actions lean on the skill's internal metaphor (风洞) rather than plain operational language.

DimensionReasoningScore

Specificity

The description lists three genuine 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", "再用风洞检验关键因果与边界" — but they are phrased in the skill's own metaphorical vocabulary ("风洞") rather than concrete operations, so it sits between '1-2 concrete actions' and 'several specific actions'. It is not below 3 because real actions are explicitly stated, and not 4 because the actions stay abstract and the mechanism of delivery is never named.

3 / 5

Completeness

Both halves are explicit: 'what' is the three-step action chain (找出结构 → 展开回现象 → 风洞检验因果与边界), and 'when' is the "USE WHEN user says ..." clause with concrete trigger phrases, reinforced by "仅当用户明确要求时" for optional expansion and a "NOT FOR" exclusion list. This matches the anchor that clearly and explicitly answers both what and when.

5 / 5

Trigger Term Quality

Five quoted natural trigger phrases — '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 an English condition "wants the generative mechanism beneath a problem". These are exactly what a user of this skill would say, with synonym-level coverage; no file extensions apply to this task type, so nothing is missing.

5 / 5

Distinctiveness Conflict Risk

The niche is highly distinctive — motif-level structure plus wind-tunnel validation is unlike any generic skill — and the "NOT FOR 普通摘要、单个类比、事实查询" clause fences off the closest overlapping categories. Not 5 because generic-sounding triggers like '找结构'/'背后的结构' could still fire on routine structure-analysis requests where a simpler skill would do.

4 / 5

Total

17

/

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.

Validation — 15 / 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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