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txt2wordcloud

根据文本文件生成词云图片,支持自定义背景色。当用户提到词云、生成词云、文字云、词频可视化时使用。

72

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

85%

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

The content is actionable and well-structured for a simple skill, with executable code and a complete parameter table; its main weakness is redundancy from duplicated examples and internal categorization metadata.

Suggestions

Remove the redundant 使用示例 block (or merge it with 调用方式) since both show the same import-and-call pattern.

Drop the 所属分类 and 原始函数 sections — they are internal packaging metadata that do not help Claude use the skill.

DimensionReasoningScore

Conciseness

It avoids explaining concepts Claude already knows, but redundantly repeats the description and includes two near-identical code blocks (调用方式 and 使用示例) plus internal metadata (所属分类, 原始函数) that could be trimmed.

2 / 3

Actionability

The 调用方式 block is fully executable Python and the 参数说明 table lists every parameter with types and defaults, making it copy-paste ready.

3 / 3

Workflow Clarity

This is a single, unambiguous action (call the function with a filename) and is not a destructive or batch operation, so the simple-skill carve-out applies.

3 / 3

Progressive Disclosure

The body is under 50 lines, needs no external references, and is organized into clear labeled sections; the only path-like string is a code module path, not a bundle reference, and no bundle files exist.

3 / 3

Total

11

/

12

Passed

Description

90%

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 concise and answers both what and when with natural Chinese trigger terms and an explicit Use-when clause; its only weakness is limited action specificity (a single core action plus one option).

DimensionReasoningScore

Specificity

Names a concrete action ("根据文本文件生成词云图片") plus one option ("支持自定义背景色"), but offers only a single core action rather than the multiple distinct actions the top anchor requires.

2 / 3

Completeness

Explicitly answers both what ("根据文本文件生成词云图片") and when ("当用户提到…时使用"), an explicit Use-when trigger clause.

3 / 3

Trigger Term Quality

"词云、生成词云、文字云、词频可视化" gives good coverage of the natural phrasings a user would say, matching the top anchor.

3 / 3

Distinctiveness Conflict Risk

Word-cloud generation is a clear niche with distinct triggers, unlikely to fire for unrelated skills.

3 / 3

Total

11

/

12

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
CoderWanFeng/python-office
Reviewed

Table of Contents

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