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context7

Retrieve up-to-date documentation for software libraries, frameworks, and components via the Context7 API. This skill should be used when looking up documentation for any programming library or framework, finding code examples for specific APIs or features, verifying correct usage of library functions, or obtaining current information about library APIs that may have changed since training.

75

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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 highly actionable with copy-paste curl commands and a clear two-step workflow, and it is well-organized for a single-purpose skill. The main weakness is token efficiency: the three near-identical example blocks and slightly redundant tips could be trimmed.

Suggestions

Collapse the three near-identical React/Next.js/FastAPI example blocks into one fully-worked example plus a short list of library-id hints, since they all repeat the same search-then-fetch workflow.

Trim 'Use it instead of relying on potentially outdated training data' from the Overview, as the description already conveys this rationale.

Tighten the Tips section by merging the URL-encoding tip into the workflow parameter notes rather than stating it separately.

DimensionReasoningScore

Conciseness

The body is mostly lean and avoids explaining concepts Claude already knows, but three near-identical example blocks (React/Next.js/FastAPI) repeat the same workflow and add little beyond step 1 and 2, and some Tips echo the description.

2 / 3

Actionability

Provides concrete, executable curl commands with real endpoint URLs, documented parameters, and worked examples that are copy-paste ready.

3 / 3

Workflow Clarity

A clear two-step sequence (search for library ID, then fetch documentation) with parameters and response fields; being a read-only lookup, no destructive/batch validation loop is required.

3 / 3

Progressive Disclosure

Well-organized into clear sections (Overview, Workflow, Examples, Tips) with no nested references and no bundle files to navigate; single-purpose and easy to scan.

3 / 3

Total

11

/

12

Passed

Description

100%

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 strong: it names multiple concrete actions, provides explicit trigger guidance in third person, and occupies a clear niche unlikely to conflict with other skills. It is concise yet complete on both the 'what' and 'when'.

DimensionReasoningScore

Specificity

Lists multiple concrete actions: 'Retrieve up-to-date documentation', 'finding code examples for specific APIs or features', 'verifying correct usage of library functions', and 'obtaining current information about library APIs'.

3 / 3

Completeness

Explicitly answers both what ('Retrieve up-to-date documentation... via the Context7 API') and when via an explicit 'This skill should be used when...' clause with concrete triggers.

3 / 3

Trigger Term Quality

Uses natural terms a user would say — 'documentation', 'library', 'framework', 'code examples', 'library functions' — with good coverage and no significant missing variations.

3 / 3

Distinctiveness Conflict Risk

Has a clear niche — current library documentation via the Context7 API, framed around info that 'may have changed since training' — making it unlikely to trigger for unrelated skills.

3 / 3

Total

12

/

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
darrenhinde/OpenAgentsControl
Reviewed

Table of Contents

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