understand-dashboard
Launch the interactive web dashboard to visualize a codebase's knowledge graph
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Launch the interactive web dashboard to visualize a codebase's knowledge graph
Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
Use when you need to ask questions about a codebase or understand code using a knowledge graph
Add a new Paperclip issue-thread interaction kind end-to-end. Use when repo work introduces or extends interaction cards like request_confirmation, checkbox confirmations, ask_user_questions, or suggest_tasks.
Use when reviewing a CSS architecture for specificity issues, setting up a design system, or migrating a large codebase from utility-first to a layered architecture.
Use when implementing animated gradients, complex CSS transitions that involve custom property values, or building a typed design token system where custom property misuse should produce visible errors.