Discover Databases skills, compare source repositories and read the instructions for each workflow.
Scaffold, structure, and deploy the Physical AI textbook in Docusaurus with book-aware content and RAG-ready exports. Use when creating or updating the Docusaurus site, adding chapters, configuring sidebar, or...
Build the FastAPI-based RAG service using OpenAI Agents/ChatKit, Neon Postgres, and Qdrant for the textbook. Use when creating ingestion pipelines, query endpoints, or configuring vector storage for book conten...
Embed the chatbot UI inside Docusaurus and connect it to the FastAPI RAG backend. Use when building chat components, handling streaming responses, or integrating chat widgets into MDX pages.
Write technical content for the Physical AI textbook including chapters, examples, code snippets, and exercises. Use when creating new chapters, writing module content, adding code examples, or creating assessm...
Provide per-chapter Urdu translation toggle and manage translated content delivery. Use when translating chapters, caching translations, or implementing language toggles.
Answer questions about Speck specs, plans, tasks, requirements, progress, architecture, user stories, feature status, and constitution. Interprets spec.md, plan.md, tasks.md files. Use when users ask about feat...
Create and manage development tasks after the user approves a plan. Initializes folders/files, updates the backlog, and keeps progress notes synchronized.
Manage architectural decisions and insights in memory.jsonl. Use when you need to document strategic decisions, lessons learned, fixed problems, or architectural insights. Append-only audit trail for project kn...
Build accessible user interfaces following WCAG 2.2 standards with proper semantic HTML, ARIA attributes, keyboard navigation, and screen reader support. Use this skill when creating or modifying UI components,...
Write maintainable, performant CSS using modern methodologies including Tailwind CSS utility classes, CSS modules, CSS-in-JS, or design system tokens. Use this skill when styling components, creating layouts, i...
Implement comprehensive input validation on server-side with complementary client-side validation for user experience, using allowlists, type checking, and sanitization to prevent injection attacks. Use this sk...
Follow project-wide development conventions including project structure, documentation standards, version control practices, environment configuration, and dependency management. Use this skill when organizing...
Create and manage database migrations for schema changes, ensuring zero-downtime deployments and data integrity. Use this skill when creating migration files, modifying database schemas, adding or altering tabl...
Reference and maintain the project's technology stack including frameworks, languages, databases, testing tools, and third-party services to ensure consistency across the codebase. Use this skill when making te...
Design and build reusable, maintainable UI components following modern architecture patterns for React, Vue, or other frameworks. Use this skill when creating component files (.jsx, .tsx, .vue), implementing co...
Write efficient, secure database queries using ORMs or raw SQL, preventing N+1 problems, SQL injection, and performance issues. Use this skill when writing database queries, implementing data access layers, cre...
Design and implement RESTful APIs, GraphQL endpoints, and backend API architecture following modern standards. Use this skill when creating or modifying API endpoints, route handlers, controllers, API middlewar...
Write strategic, focused tests for critical user flows and core functionality using modern testing frameworks, focusing on behavior over implementation. Use this skill when creating test files, writing unit tes...
Define database models, schemas, and ORM mappings with proper relationships, constraints, and data integrity rules. Use this skill when creating or modifying ORM model classes, database schema definitions, mode...
Maintain consistent coding style, formatting, and naming conventions across the entire codebase following DRY and YAGNI principles. Use this skill when writing or refactoring any code in any language or framewo...
Implement robust error handling with user-friendly messages, fail-fast validation, specific exception types, and proper resource cleanup across the application. Use this skill when writing try-catch blocks, thr...
Write self-documenting code with minimal, evergreen comments that explain WHY rather than WHAT, avoiding temporary change notes or obvious descriptions. Use this skill when adding comments to any code file to e...
Create responsive, mobile-first user interfaces that adapt seamlessly across all device sizes using modern CSS techniques and responsive design patterns. Use this skill when implementing layouts, breakpoints, f...
Filter tasks by priority, status, tags, due dates, and other criteria. Use when implementing filtering functionality.
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