Use when user needs PostgreSQL database administration, performance optimization, high availability setup, backup/recovery, or advanced PostgreSQL feature implementation.

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Patterns for Atlas database schema management covering HCL/SQL schema definitions, versioned and declarative migrations, linting analyzers, testing, and project configuration. Use when working...

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Automatically discover diagram and visualization skills when working with flowcharts, sequence diagrams, architecture diagrams, ER diagrams, Gantt charts, mindmaps, or any visual documentation...

Fetch up-to-date library documentation via Context7 REST API. Use when needing current API docs, framework patterns, or code examples for any library. Use when user asks about React, Next.js,...

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Review specification documents before implementation to identify gaps, ambiguities, and potential issues. Use when the user provides a spec document or asks to review requirements, design, or tasks.

External research workflow for docs, web, APIs - NOT codebase exploration

External research workflow for docs, web, APIs - NOT codebase exploration

Enhance user prompts by analyzing project context (code structure, dependencies, conventions, existing patterns). Use when users provide brief development requests that would benefit from...

ANTI-PATTERN - Example showing violations of self-containment (DO NOT COPY)

Develop lightweight Flask APIs with routing, blueprints, database integration, authentication, and request/response handling. Use when building RESTful APIs, microservices, or lightweight web...

FastAPI with Supabase and SQLAlchemy/SQLModel

Build high-performance FastAPI applications with async routes, validation, dependency injection, security, and automatic API documentation. Use when developing modern Python APIs with async...

Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

Backend services development with Python emphasizing security, performance, and maintainability for JARVIS AI Assistant

Implement security best practices across the application stack. Use when securing APIs, implementing authentication, preventing vulnerabilities, or conducting security reviews. Covers OWASP Top...

Expert backend architect specializing in scalable API design,

Expert backend architect specializing in scalable API design,