Stewie Reflect

Stewie Reflect provides a comprehensive 'Owner's Manual' for your codebase, transforming a read-only snapshot of your GitHub repository into clear, understandable documentation. Key features include: - Generates an Owner's Manual from your GitHub repository - Explains code behavior, evidence boundaries, and decision points - Links every claim directly to supporting files or functions - Includes plain-language diagrams for non-technical readability - Highlights critical findings and owner decisions This tool addresses 'comprehension debt' – the gap between what your product does, what you believe it does, and what the repository proves. It helps you understand existing code before making critical changes, especially in sensitive areas like billing, authentication, or usage limits. The manual explicitly states when the repository doesn't fully answer a question, preventing confident but unsubstantiated assumptions. Every significant claim is supported by evidence from your code, with explicit boundaries indicating where the reviewed evidence ends. Risks and conflicts are presented as actionable cards, detailing their impact and importance. The documentation is designed for owners, offering clear explanations and figures without requiring deep code-reading expertise. Stewie Reflect ensures you make informed decisions, knowing precisely what is implemented versus what you hope is implemented. Ideal for development teams inheriting code, rapidly building products, or working with complex systems. It's perfect for anyone who needs to quickly grasp the actual functionality of a codebase to prevent errors and ensure system integrity.