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code-review

Review a complete FastMCP change for correctness, supported behavior, compatibility, and maintainability. Use for self-review or reviewing a pull request.

69

Quality

85%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

86%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 tight, well-structured review skill that adds judgment heuristics Claude would not derive on its own and sequences the review process with evidence checkpoints. Actionability is strong for an instruction-only skill but lacks concrete commands or worked examples.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — it gives review heuristics like 'A reproducible behavior is not automatically a bug' and 'Passing tests or a clean bot review does not make that product decision' that earn their tokens rather than padding with concepts Claude already knows.

5 / 5

Actionability

Provides concrete, specific directives ('Compare omitted defaults, explicit overrides, errors, serialization', 'Test the old minimum when compatibility is claimed') that are actionable for an instruction-only skill; held below 5 because there are no copy-paste commands or examples covering common cases.

4 / 5

Workflow Clarity

A clear sequenced review flow (read docs/diff → establish contract → assess compatibility → report findings → follow CI) with explicit evidence-quality checkpoints ('Record which checks were run and at what revision', 'Keep uncertainty explicit'); minor gaps in explicit validate→fix→retry loops keep it at 4.

4 / 5

Progressive Disclosure

Under 50 lines with well-organized sections and a single one-level-deep, clearly signaled external reference (Use [review-pr](../review-pr/SKILL.md)), matching the simple-skill exception for progressive disclosure.

5 / 5

Total

18

/

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, specific description that clearly states both the skill's purpose and its trigger conditions with an explicit 'Use for' clause. Keyword coverage and distinctiveness are good rather than comprehensive, leaving minor room for synonyms that reduce conflict risk.

DimensionReasoningScore

Specificity

Names the domain (FastMCP change review) and several concrete review aspects — 'correctness, supported behavior, compatibility, and maintainability' — listing several specific actions with only minor coverage gaps; not a 5 because it is a single verb with review categories rather than multiple distinct concrete actions.

4 / 5

Completeness

Explicitly answers both what ('Review a complete FastMCP change for correctness, supported behavior, compatibility, and maintainability') and when ('Use for self-review or reviewing a pull request') with a concrete 'Use for' trigger clause, matching the top anchor.

5 / 5

Trigger Term Quality

Includes natural phrases users would say — 'reviewing a pull request', 'self-review', 'FastMCP change' — giving good keyword coverage; a few natural synonyms (e.g., 'code review', 'diff', 'PR review') are missing, keeping it below 5.

4 / 5

Distinctiveness Conflict Risk

The FastMCP-scoped niche is mostly distinct with clear triggers, but generic 'review a change' / 'pull request' framing carries minor overlap risk with general code-review skills, so it is not a 5.

4 / 5

Total

17

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 1 suspicious

Warning

Total

15

/

16

Passed

Repository
PrefectHQ/fastmcp
Reviewed

Table of Contents

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