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open-source-project-article

Analyze an open-source project from a repository URL and write a deeply sourced Chinese Markdown article. Use when the user asks to research a GitHub/open-source project, read its README, use DeepWiki MCP for architecture analysis, search related articles, compare competitors, validate claims, and save the final article under the current project's markdown directory.

69

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

81%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-structured, actionable workflow skill with clear sequencing, validation checkpoints, and properly signaled one-level references. The main improvement area is reducing redundancy between the inline checklists and their reference-file counterparts.

Suggestions

Trim the inline 16-bullet 'Article Requirements' list to a short summary and rely on references/article-structure.md for the full checklist, since the reference already contains it verbatim.

Reduce the 'Validation' bullet list to the few items not already covered by references/validation-checklist.md, pointing to that file for the full run-through.

Add one concrete worked example of the thesis-logic block (观点/成立前提/支撑证据/前提崩塌) filled in for a sample repo, so the fill-in format is unambiguous on first use.

DimensionReasoningScore

Conciseness

The body is mostly lean and assumes Claude's competence without explaining known concepts, but the 16-bullet 'Article Requirements' list and the 'Validation' list duplicate content already in references/article-structure.md and references/validation-checklist.md, so a few sections could be trimmed.

4 / 5

Actionability

It gives concrete, executable guidance — specific MCP tool names ('mcp__deepwiki__read_wiki_structure', 'mcp__deepwiki__ask_question'), a concrete output path 'markdown/<repo-slug>.md', a naming convention example, and a fill-in thesis-logic block — with only minor gaps for an instruction-only skill.

4 / 5

Workflow Clarity

The 'Non-Negotiable Source Order' and 'Evidence Workflow' are clearly numbered and sequenced, with explicit checkpoints ('If README cannot be fetched, stop and report'), feedback loops ('If validation finds weak evidence, revise the article before saving'), and referenced checklists for the complex process.

5 / 5

Progressive Disclosure

References are one level deep and clearly signaled ('Read references/article-structure.md before drafting. Use it as the mandatory content checklist.'), and both referenced files exist; the minor gap is the inlined article-requirements checklist that largely belongs in the reference.

4 / 5

Total

17

/

20

Passed

Description

88%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, concrete description that clearly states what the skill does and when to use it, with multiple specific actions and natural trigger terms. The only soft spots are trigger-term synonym coverage and minor overlap with broader research skills.

DimensionReasoningScore

Specificity

The description lists eight concrete actions — 'Analyze an open-source project from a repository URL', 'write a deeply sourced Chinese Markdown article', 'read its README', 'use DeepWiki MCP for architecture analysis', 'search related articles', 'compare competitors', 'validate claims', and 'save the final article under the current project's markdown directory' — giving comprehensive coverage with no real gaps.

5 / 5

Completeness

It explicitly answers both 'what' (analyze an open-source project and write a deeply sourced Chinese Markdown article) and 'when' ('Use when the user asks to research a GitHub/open-source project...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

It includes good natural keywords a user would say — 'research a GitHub/open-source project', 'README', 'DeepWiki MCP', 'compare competitors' — but stops short of comprehensive synonym coverage and has no file extensions, leaving a few natural terms missing.

4 / 5

Distinctiveness Conflict Risk

The Chinese-Markdown-article-via-DeepWiki niche is distinct with specific triggers, but there is minor overlap risk with general 'research a project' or 'write an article' skills.

4 / 5

Total

18

/

20

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
digoal/blog
Reviewed

Table of Contents

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