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context7-docs

Fetches authoritative, current, version-specific documentation and official code examples via Context7 for a named external library, framework, SDK, CLI, or cloud product. Use when the user needs exact API behavior, setup, configuration, integration, migration, or version-specific guidance rather than general web research or real-world repository patterns.

Quality

86%

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SecuritybySnyk

Low

Low-risk findings worth noting

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-structured, actionable single-purpose skill body: concrete ctx7 commands, a clear two-step workflow with an error-recovery loop, and clean sectioning. Slight room to tighten restated prose and add output-interpretation guidance.

DimensionReasoningScore

Conciseness

Mostly lean and efficient with concrete commands and a compact Good/Bad query table; a few sentences ('Resolves a package/product name...', 'Retrieves up-to-date documentation...') restate what the command does and could be trimmed, but no padding of concepts Claude already knows.

4 / 5

Actionability

Provides concrete, executable commands (`ctx7 library <name> <query>`, `ctx7 docs <libraryId> <query>`) with copy-paste example flows and version-specific examples covering common cases, but lacks an example of parsing/interpreting command output, a minor gap.

4 / 5

Workflow Clarity

Clear two-step sequence (resolve ID, then query docs) with a MUST rule for ordering and a Budget cap, plus an Error Handling feedback loop for quota errors (inform -> login -> fallback); the inter-step validation is implicit rather than an explicit checkpoint, keeping it below 5.

4 / 5

Progressive Disclosure

Single self-contained file with no bundle files needed; content is well-organized into clear sections (Flow, Budget, Safety, Step 1, Step 2, Error Handling) appropriate for a single-purpose skill, satisfying the simple-skill exception.

5 / 5

Total

17

/

20

Passed

Description

87%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 description: third-person, explicit what-and-when, well-qualified actions, and clear boundary guidance that distinguishes it from general research skills. The only weakness is slightly limited action breadth and missing synonym-style trigger variants.

DimensionReasoningScore

Specificity

Lists concrete actions ('Fetches authoritative, current, version-specific documentation and official code examples') across a comprehensively enumerated domain (library, framework, SDK, CLI, cloud product), with only minor coverage gaps; not quite a 5 since the action set is two core deliverables rather than many.

4 / 5

Completeness

Explicitly answers both what ('Fetches authoritative, current, version-specific documentation and official code examples via Context7') and when ('Use when the user needs exact API behavior, setup, configuration, integration, migration, or version-specific guidance') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Good natural keyword coverage ('API behavior, setup, configuration, integration, migration, version-specific guidance') that users would actually say, but lacks synonyms and file-extension-style variants that would push it to 5.

4 / 5

Distinctiveness Conflict Risk

Clear niche (Context7 official docs for named external products) with an explicit boundary against 'general web research or real-world repository patterns', giving minimal conflict risk with other skills.

5 / 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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

shillem/cc-marketplace

Path

plugins/code-swiss-knife/skills/context7-docs/SKILL.md

Reviewed

Table of Contents

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