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.
Best use case
vmcp-review is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
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.
Teams using vmcp-review should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/vmcp-review/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How vmcp-review Compares
| Feature / Agent | vmcp-review | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
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.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# vMCP Code Review ## Purpose Review code in `pkg/vmcp/` and `cmd/vmcp/` for known anti-patterns that increase cognitive load, create brittle dependencies, or undermine testability. This skill is used both for reviewing proposed changes and for auditing existing code. ## Instructions ### 1. Determine Scope Identify the files to review: - If reviewing a PR or diff, examine only the changed files under `pkg/vmcp/` and `cmd/vmcp/` - If auditing a package, examine all `.go` files in the target package - Skip files outside the vMCP codebase — this skill is vMCP-specific ### 2. Anti-Pattern Detection For each file under review, check against the anti-patterns defined in `.claude/rules/vmcp-anti-patterns.md` (which is auto-loaded when vMCP files are read). Not every anti-pattern applies to every file — use judgment about which checks are relevant based on what the code does. For each finding, classify severity: - **Must fix**: The anti-pattern is being introduced or significantly expanded by this change - **Should fix**: The anti-pattern exists in touched code and the change is a good opportunity to address it - **Note**: The anti-pattern exists in nearby code but is not directly related to this change — flag for awareness only ### 3. Present Findings Structure your report as: ```markdown ## vMCP Review: [scope description] ### Must Fix - **[Anti-pattern name]** in `path/to/file.go:line`: [What's wrong and what to do instead] ### Should Fix - **[Anti-pattern name]** in `path/to/file.go:line`: [What's wrong and what to do instead] ### Notes - **[Anti-pattern name]** in `path/to/file.go:line`: [Brief description, for awareness] ### Clean No issues found for: [list anti-patterns that were checked and passed] ``` If no issues are found, say so explicitly — a clean review is valuable signal. ## What This Skill Does NOT Cover - General Go style issues (use `golangci-lint` for that) - Security vulnerabilities (use the security-advisor agent) - Test quality (use the unit-test-writer agent) - Non-vMCP code (use the general code-reviewer agent) - Performance issues (unless they stem from an anti-pattern like repeated body parsing)
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