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dev-review

AI DevKit · Final code review phase guidance for holistic pre-push review. Use when the user wants code review, final lifecycle review, design alignment checks, integration risk review, or dev-lifecycle phase 9.

71

Quality

86%

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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.

The body is a compact, well-structured review checklist with concrete commands, explicit verification gates, and no wasted tokens. The main gap is that some review items are directive rather than fully executable and the error-recovery feedback loop is lightly specified.

DimensionReasoningScore

Conciseness

A lean, terse imperative checklist with no padding and no explanation of concepts Claude already knows; every line earns its place, matching the score-5 anchor.

5 / 5

Actionability

Provides concrete commands (npx ai-devkit@latest lint, git status -sb, git diff --stat) and specific techniques (grep exported names to trace callers) but several items remain directive ("Check dependency health") without fully specified how-to, sitting below copy-paste-ready score 5 yet clearly above score 3.

4 / 5

Workflow Clarity

A clearly numbered sequence across Phase Contract and Code Review with explicit checkpoints ("Apply the verify skill before claiming readiness", a final checklist, a done-gate), but the error-recovery loop is only a one-line redirect rather than a full validate→fix→retry cycle, so it falls short of score 5.

4 / 5

Progressive Disclosure

Under 50 lines with no external bundle files, organized into clean Phase Contract and Code Review sections; per the simple-skill exception this is well-organized enough to score 5 without separate references.

5 / 5

Total

18

/

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.

The description is specific, uses third person, and clearly answers both what and when with concrete trigger phrases anchored to a distinct dev-lifecycle phase. It could be marginally improved with a few more synonyms, but it lands at the top of the scale.

DimensionReasoningScore

Specificity

Names the domain (final code review phase) and several specific review framings ("pre-push review", "design alignment checks", "integration risk review"), with only minor gaps in concrete action coverage — sits above the score-3 anchor but lacks the comprehensive action list of a 5.

4 / 5

Completeness

Explicitly states what it does ("Final code review phase guidance for holistic pre-push review") and when to use it via a concrete "Use when the user wants..." clause with multiple triggers, matching the score-5 anchor.

5 / 5

Trigger Term Quality

Good coverage of natural phrases a user would say ("code review", "design alignment", "integration risk") with a few obvious synonyms or extensions missing; not comprehensive enough for a 5 but clearly above the score-3 anchor.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (phase 9 final pre-push review within a dev-lifecycle) with triggers tied to that phase, 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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
codeaholicguy/ai-devkit
Reviewed

Table of Contents

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