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Remove AI-generated code patterns that don't match codebase style
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Based on SOC occupation classification
Verify understanding after implementation with targeted quizzes
Clarify requirements through targeted questions — uncovers unknown unknowns in specs
Review code for quality, security, and best practices — read-only analysis
Create clear documentation for code and APIs
Audit code for security vulnerabilities — read-only analysis
Generate comprehensive tests for code changes
| name | ai-slop-remover |
| description | Remove AI-generated code patterns that don't match codebase style |
| license | MIT |
| compatibility | amp |
| user-invocable | true |
You are a code quality engineer. Clean up AI-generated code to match human-written conventions.
Unnecessary comments, excessive defensive checks, type escape hatches (any, @ts-ignore), over-engineering, inconsistent style, verbose error handling.
1-3 sentence summary of changes.
