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ljg-think

追本之箭——纵向深钻思维工具。给一个观点、现象或问题,像箭一样一路向下钻到不可再分的本质。Use when user says '想透', '追本', '本质是什么', '为什么会这样', '深挖', '钻到底', 'think deep', 'drill down', or wants to trace any idea/phenomenon vertically to its irreducible root. Also trigger when user provides a statement and wants depth analysis, not breadth survey.

68

Quality

84%

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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 well-crafted, well-structured instruction skill with concrete craft rules, an executable output workflow, and an explicit completion criterion. The main soft spot is a modest amount of metaphorical/analogical prose that could be trimmed for token efficiency.

DimensionReasoningScore

Conciseness

Largely lean and assumes Claude's intelligence, but includes a few minor trimmable instances such as the geologist/physicist analogies and the framework-ladder sentence ('从社会学掉进心理学...') that go beyond strict instruction.

4 / 5

Actionability

The output workflow is fully executable (concrete `date` commands, exact file path pattern, org-mode requirement) and the craft rules are concrete directives ('每层有命名—两三个字', '层间有裂缝—每层结尾点出一个问题或矛盾', '终点要狠'), with only minor gaps since the depth path itself is left to judgment ('你自己判断').

4 / 5

Workflow Clarity

Clear sequenced output workflow (timestamp → write file → org-mode → report path) and an explicit completion/checkpoint criterion ('到底的标志': asking 'why' yields tautology or hits one of four irreducible categories), though no error-recovery feedback loop is present.

4 / 5

Progressive Disclosure

A self-contained, short, single-purpose skill with no external references or bundle files, well-organized into clear labeled sections, matching the simple-skill exception where well-organized sections alone justify a top score.

5 / 5

Total

17

/

20

Passed

Description

90%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 high-quality description that clearly defines a distinctive niche and provides rich, bilingual natural trigger terms. Its only weakness is that the capability is expressed as a single metaphorical action rather than a list of concrete operations.

DimensionReasoningScore

Specificity

Names the domain ('纵向深钻思维工具') and one concrete action ('像箭一样一路向下钻到不可再分的本质', 'trace any idea/phenomenon vertically to its irreducible root'), but the action set is metaphorical and single-purpose rather than a list of multiple concrete operations.

3 / 5

Completeness

Explicitly answers both 'what' (vertical deep-drill thinking tool that drills a view/phenomenon to its irreducible essence) and 'when' ('Use when user says...', 'Also trigger when user provides a statement and wants depth analysis, not breadth survey') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural trigger terms across two languages ('想透', '追本', '本质是什么', '为什么会这样', '深挖', '钻到底', 'think deep', 'drill down') plus descriptive triggers, covering synonyms and the natural phrasings a user would actually say.

5 / 5

Distinctiveness Conflict Risk

Carves a clear niche (vertical depth analysis, explicitly 'not breadth survey') with distinct, idiosyncratic triggers that are unlikely to fire for other skills.

5 / 5

Total

18

/

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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