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name: open-code-review-scan description: AI code quality gate that detects hallucinated imports, phantom packages, stale APIs, and AI-specific code defects. Use when the user asks to scan code, review code quality, check for AI-generated bugs, audit imports, find phantom dependencies, or run a code quality gate. Supports TypeScript, JavaScript, Python, Java, Go, Kotlin. license: MIT metadata: author: raye-deng version: "1.0" mcp-server: "@opencodereview/mcp-server"

Open Code Review — AI Code Quality Gate

Scan source code for AI-generated defects that traditional linters miss. This skill detects:

• Hallucinated imports: packages that don't exist or aren't in dependencies
• Phantom packages: code referencing non-existent modules
• Stale APIs: calls to removed or renamed APIs
• Dead code paths: unreachable code introduced by AI generation
• Version mismatches: code using APIs from wrong library versions

When to activate

• User asks to "scan code", "review code quality", "check for AI bugs"
• User wants to audit imports or find phantom dependencies
• User needs a code quality gate before merging PRs
• User mentions "code review", "lint", "static analysis" for AI-generated code
• User wants to check a diff or specific files for defects

Instructions

1. Use the scan_directory tool to scan the target codebase:
   • Provide the absolute path to the directory
   • Optionally specify language filter (e.g., "typescript", "python")
2. For PR reviews, use scan_diff with the diff content
3. Review the scan results for defect categories:
   • Critical: hallucinated imports, missing dependencies
   • Warning: stale APIs, version mismatches
   • Info: dead code paths, unused variables
4. For each defect, use explain_issue to get detailed explanations and fix suggestions
5. To auto-fix issues, use heal_code on affected files
6. Present a structured report to the user with:
   • Summary statistics (total issues, by severity)
   • Top critical issues with explanations
   • Recommended fixes

Supported Languages

TypeScript, JavaScript (Node.js), Python, Java, Go, Kotlin

Tips

• For best results, scan the project root so the tool can read package.json / requirements.txt / pom.xml for dependency validation
• Run scan_diff on PR diffs for fastest feedback
• Use heal_code sparingly — always review auto-fixed code before committing