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vmcp-review

Reviews vMCP code changes for known anti-patterns that make the codebase harder to understand or more brittle. Use when reviewing PRs, planning features, or refactoring vMCP code.

66

Quality

79%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./.claude/skills/vmcp-review/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

76%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-organized, lean review skill with concrete scoping, a clear severity taxonomy, and a ready-to-use report template. The main gaps are the absence of explicit validation checkpoints in the workflow and reliance on an external file for detection specifics.

Suggestions

Add an explicit validation checkpoint in step 2 (e.g., confirm the cited line number is accurate and that the anti-pattern genuinely applies before promoting a finding to Must/Should fix) to raise workflow_clarity above 3.

Inline 1-2 representative anti-pattern examples alongside the reference to .claude/rules/vmcp-anti-patterns.md so the core detection logic is actionable without relying solely on the auto-loaded file.

Tighten the Purpose section, which partially restates the frontmatter description, to further improve token efficiency.

DimensionReasoningScore

Conciseness

The ~60-line body is lean, assumes Claude's competence (no explanations of Go, PRs, or anti-patterns), and every section earns its place with no padding.

5 / 5

Actionability

Concrete package paths, .go globs, a clear severity scheme, and a copy-paste report template give mostly executable guidance; the actual detection criteria are delegated to an external auto-loaded file, a minor gap.

4 / 5

Workflow Clarity

A clear three-step numbered sequence (Scope, Detection, Findings) is present, but there are no explicit validation checkpoints or feedback loops, fitting anchor 3 rather than 4.

3 / 5

Progressive Disclosure

Good section structure with anti-pattern details appropriately split to a clearly signaled, one-level-deep external reference; it is not a 5 because there is only a single external reference rather than a multi-file overview.

4 / 5

Total

16

/

20

Passed

Description

82%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 concise, well-structured description that clearly answers both what and when with concrete, distinctive vMCP-scoped triggers. Its only limitation is naming a single action rather than enumerating several specific capabilities.

DimensionReasoningScore

Specificity

Names the vMCP domain and one concrete action ("Reviews vMCP code changes for known anti-patterns"), but does not list several specific actions, so it sits at anchor 3 rather than 4.

3 / 5

Completeness

It clearly states what it does (reviews vMCP code for anti-patterns that increase brittleness/cognitive load) and explicitly states when to use it with concrete trigger phrases, matching the anchor-5 pattern.

5 / 5

Trigger Term Quality

"reviewing PRs, planning features, or refactoring vMCP code" gives good natural-term coverage, though synonyms like "code review", "audit", or "pull request" are missing, keeping it below a 5.

4 / 5

Distinctiveness Conflict Risk

Scoping to a specific module (vMCP) with distinct triggers yields a clear niche and minimal conflict risk with other skills.

5 / 5

Total

17

/

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
stacklok/toolhive
Reviewed

Table of Contents

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