Theater Detection Audit

关于

This skill systematically audits codebases to eliminate "code theater"—the illusion of functionality created by stubs, hardcoded responses, and TODO markers. It provides a comprehensive methodology for scanning patterns, analyzing context, mapping dependencies, and assessing risks associated with incomplete code. By following a structured workflow from design to testing, it helps developers transition from rapid prototyping to production-grade implementation, ensuring that every function performs real, robust logic instead of relying on temporary shortcuts.

主要功能

• Systematic identification of TODO markers, stub functions, and hardcoded mock responses
• Structured completion workflow for implementing robust error handling and input validation
• Contextual analysis to determine intended production functionality and data dependencies
• 1 GitHub stars
• Comprehensive audit reporting to track progress and document deferred implementations
• Risk assessment framework to prioritize critical functionality over non-essential placeholders

使用场景

• Preparing a prototype or rapidly developed codebase for production deployment
• Conducting deep code quality audits during onboarding to a new or legacy project
• Systematically hardening systems by replacing oversimplified error handling and test-only paths