Name: context7
Rating: 87.2 (1 reviews)
Author: intellectronica

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.

3.40x

Quality

83%

Does it follow best practices?

Impact

92%

3.40x

Average score across 3 eval scenarios

Securityby

Low

Low-risk findings worth noting

The canonical home for this skill is context7 in intellectronica/agent-skills

Quality

Content

82%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, highly actionable API skill with copy-paste-ready curl commands and clear worked examples. It is held back only by minor overview redundancy, the absence of explicit validation checkpoints, and being slightly too long to qualify for the simple-skill progressive-disclosure exception.

Suggestions

Trim the Overview so it does not restate the frontmatter description, and remove Tips that merely re-explain behavior already shown in the examples, to push conciseness toward 5.

Add an explicit checkpoint between Step 1 and Step 2 (e.g., verify the returned id is non-empty and matches the expected library before fetching) to strengthen workflow clarity.

If the skill grows, move the per-library Examples into a references file to keep SKILL.md a lean overview and improve progressive disclosure.

Dimension	Reasoning	Score
Conciseness	The skill is mostly lean with efficient parameter tables and worked curl examples, but the Overview restates the description and a few Tips (e.g. "Use jq to filter...") duplicate what the examples already show, so it stops short of the 5 anchor.	4 / 5
Actionability	Provides fully executable, copy-paste-ready curl commands against real endpoints with documented parameters and three concrete worked examples (React, Next.js, FastAPI) covering the common cases.	5 / 5
Workflow Clarity	The two-step search-then-fetch workflow is clearly sequenced with an explicit data dependency ("use the library ID from step 1"), and the read-only nature avoids the destructive-cap, but there are no explicit validation checkpoints or structured feedback loops beyond a soft Tip, so it does not reach 5.	4 / 5
Progressive Disclosure	No bundle files exist, so the body is self-contained with clear section headers (Overview, Workflow, Examples, Tips) and good organization; at ~80 lines it slightly exceeds the under-50-lines simple-skill exception that would otherwise allow a 5.	4 / 5
	Total	17 / 20 Passed

Description

83%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, third-person description that clearly answers both what and when with explicit trigger phrases and concrete actions. Its main limitation is that the named actions are mostly variants of documentation retrieval rather than a broader capability set, and trigger synonyms are limited.

Dimension	Reasoning	Score
Specificity	Lists several concrete actions ("Retrieve up-to-date documentation", "finding code examples", "verifying correct usage", "obtaining current information") but they are variations on a single retrieval theme rather than a comprehensive set of distinct capabilities, so it sits below the 5 anchor.	4 / 5
Completeness	Explicitly states what the skill does (retrieve current docs via Context7 API) and gives a concrete "This skill should be used when..." clause with multiple trigger phrases, matching the 5 anchor.	5 / 5
Trigger Term Quality	Good natural keyword coverage ("documentation", "library or framework", "code examples", "library functions", "library APIs"), but synonyms like "docs", "reference", or "lookup" are absent, keeping it just below comprehensive.	4 / 5
Distinctiveness Conflict Risk	The named Context7 API and "changed since training" framing carve a clear niche, but the broad "look up library documentation" triggers carry minor overlap risk with general doc/web-search skills.	4 / 5
	Total	17 / 20 Passed

Validation

100%

Warnings & errors only

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: intellectronica/agent-skills
Path: plugins/context7/skills/SKILL.md
Commit: 9b0e00a

Reviewed: 2 days ago

Table of Contents

Discovery Implementation Validation

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