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wechat-article-spider

微信公众号文章爬虫 - 将微信公号文章转换为 Markdown + 本地图片

54

Quality

61%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./configs/microservice/bff-service/configs/agent-skills/clawhub/wechat-article-spider/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

68%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 concise and actionable with concrete commands and real examples, and keeps implementation in the scripts bundle. Its main weakness is the absence of any validation/verification step for the batch image download, which caps workflow clarity at 3.

Suggestions

Add a verification step after running, e.g. check that the Markdown file was written and report how many images succeeded vs. failed, with a retry hint — this unlocks workflow_clarity above 3.

De-duplicate the install instructions (执行指令 and 安装 repeat pip install) to tighten conciseness toward 5.

Explicitly signal the scripts bundle as references (e.g. 'See scripts/main.py for the entry point, scripts/scraper.py for fetching logic') to lift progressive_disclosure toward 5.

DimensionReasoningScore

Conciseness

The body is lean and assumes competence, with only minor trimmable redundancy — the 安装 section repeats the pip install already shown in 执行指令, and the ✅ 功能 list restates the title. Not verbose enough to drop to 3, but not perfectly clean enough for 5.

4 / 5

Actionability

Provides concrete, copy-paste-ready commands (cd scripts && pip install ... && python main.py, and python main.py <URL> [输出目录]) with real mp.weixin.qq.com examples. It is mostly executable; the minor gap is that no inline code shows the scraping logic, delegating entirely to main.py, so it sits at 4 rather than 5.

4 / 5

Workflow Clarity

The single-command workflow is unambiguous, but this is a batch operation (downloads all images, writes multiple files) with no validation/verification checkpoint confirming images succeeded or output is well-formed, which caps workflow_clarity at 3 per the rubric.

3 / 5

Progressive Disclosure

Content is well-organized into clear sections with implementation detail appropriately kept in the scripts/ bundle (referenced via execution commands), one level deep. It is not a 5 because the scripts are pointed at through commands rather than explicitly signaled as references, a minor organization gap.

4 / 5

Total

15

/

20

Passed

Description

53%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 clearly states what the skill does and targets a distinct niche, but it omits any 'Use when...' trigger guidance and lacks synonym coverage, capping completeness and trigger-term quality at 3. Adding explicit trigger phrases and a few natural synonyms would raise the score.

Suggestions

Add a 'Use when ...' clause naming concrete triggers, e.g. 'Use when the user wants to save/convert a WeChat 公众号 article to Markdown with local images.'

Include natural synonyms users actually say — '公众号文章', '下载', '导出' — alongside '微信公众号文章' and '爬虫'.

Optionally list the concrete actions more comprehensively (fetch article, download images, rewrite image paths, emit Markdown) to lift specificity toward 4-5.

DimensionReasoningScore

Specificity

Names the domain (微信公众号文章) and 1-2 concrete actions (转换为 Markdown, 本地图片) but is not comprehensive. It fits the score-3 anchor (domain + 1-2 concrete actions) better than score 4, which expects several listed actions.

3 / 5

Completeness

The 'what' is clear (convert WeChat articles to Markdown + local images) but there is no 'Use when...' or equivalent trigger guidance, so per the rubric completeness is capped at 3.

3 / 5

Trigger Term Quality

Includes relevant natural terms like '微信公众号文章', '爬虫', and 'Markdown', but misses common synonyms/variations a user might say such as '公众号', '下载', or '导出'. Closer to score 3 (some relevant keywords, missing variations) than score 4's broad coverage.

3 / 5

Distinctiveness Conflict Risk

WeChat-official-account scraping is a clear, narrow niche with minimal conflict risk; minor overlap only with general web-scraper skills, fitting score 4 rather than the fully-distinct score 5.

4 / 5

Total

13

/

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
UnicomAI/wanwu
Reviewed

Table of Contents

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