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context7-skill

Access up-to-date, version-specific documentation and code examples from Context7. Use this skill to verify library and framework details.

63

Quality

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

SKILL.md
Quality
Evals
Security

Quality

Content

72%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is well-structured with concrete executable commands and clean one-level-deep references to real bundle files. Its main weaknesses are mild redundancy in the Overview and implicit rather than explicit validation checkpoints in the workflow.

Suggestions

Trim the Overview so it does not restate the frontmatter description, and tighten the Selection Criteria and Handling Results sections to remove explanatory padding.

Make workflow checkpoints explicit (e.g., a labeled 'Validate result' step after querying before deciding to fall back to web fetch), turning the implicit retry/clarification guidance into explicit validate-then-proceed steps.

DimensionReasoningScore

Conciseness

The body is mostly efficient and avoids explaining concepts Claude already knows, but the Overview duplicates the frontmatter description and the Selection Criteria / Handling Results prose could be tightened, so not every token earns its place.

2 / 3

Actionability

Provides concrete MCP signatures (`resolve_library_id(query="...", libraryName="...")`, `query_docs(libraryId="...", query="...")`), executable CLI commands (`uv run --script {path_to_this_skill}/scripts/context7_cli.py ...`), and a real bash existence check — copy-paste ready with obvious parameter placeholders.

3 / 3

Workflow Clarity

A clear 3-step sequence (Check Availability → Resolve Library ID → Query Documentation) is present with error-recovery hints (retry cap of three, ask user if ambiguous, web-fetch fallback), but validation checkpoints are implicit and mixed into prose rather than framed as explicit validate-then-proceed steps.

2 / 3

Progressive Disclosure

The body is an overview that clearly signals two one-level-deep, real bundle files (`scripts/context7_cli.py` and `references/troubleshooting.md`, both verified present) in a Resources section, with content appropriately split between the main file, script, and reference.

3 / 3

Total

10

/

12

Passed

Description

75%

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 purpose and includes an explicit "Use this skill to" trigger, giving it strong completeness and distinctiveness. It is slightly held back by generic action verbs and a thin set of natural trigger-term variations.

DimensionReasoningScore

Specificity

Names two concrete actions ("Access up-to-date, version-specific documentation and code examples" and "verify library and framework details"), but the verbs are generic (access, verify) rather than the vivid multi-action list of the anchor 3 example.

2 / 3

Completeness

Answers both what ("Access up-to-date, version-specific documentation and code examples from Context7") and when via an explicit "Use this skill to verify library and framework details" clause, which qualifies as equivalent explicit trigger guidance.

3 / 3

Trigger Term Quality

Relevant natural terms are present ("documentation", "code examples", "library", "framework", "version-specific"), but common variations users would say ("docs", "API reference", "syntax") are missing and "Context7" is product jargon.

2 / 3

Distinctiveness Conflict Risk

The named Context7 service plus "version-specific documentation and code examples" framing carves a clear niche unlikely to trigger for unrelated skills, though there is mild overlap with general web-search/doc skills.

3 / 3

Total

10

/

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
ceshine/ceshine-agent-skills
Reviewed

Table of Contents

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