ai-code-quality-reviewer
CommunityCatch AI code flaws before they ship.
Software Engineering#code quality#code security#ai code review#llm code review#hallucinated imports#ai generated code#vacuous tests
Authorrobotijn
Version1.0.0
Installs0
System Documentation
What problem does it solve?
AI-generated code from tools like Copilot, Cursor, and Claude Code often contains hidden, AI-specific flaws including hallucinated package imports, deprecated framework APIs, vacuous test assertions, and missing business rules that standard code review tools miss, leading to security vulnerabilities, technical debt, and production incidents.
Core Features & Use Cases
- AI-Specific Pattern Detection: Flags 8 distinct AI-generation failure modes including hallucinated imports, framework version mismatches, debug prints left in production code, and unsafe concurrency patterns unique to LLM output.
- Cross-Skill Integration: Routes findings to complementary skills like dependency-auditor for registry validation and sast-scanner for security taint analysis, avoiding duplicate work.
- Use Case: A developer using Claude Code to generate a new .NET API endpoint can run this skill to catch any hallucinated NuGet packages, deprecated BinaryFormatter usage, or missing tenant scoping before merging the PR.
Quick Start
Invoke the ai-code-quality-reviewer skill to audit the latest AI-generated code diff for quality and security issues before merging.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ai-code-quality-reviewer Download link: https://github.com/robotijn/ctoc/archive/main.zip#ai-code-quality-reviewer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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