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Debugging techniques for Python, JavaScript, and distributed systems. Activate for troubleshooting, error analysis, log...
Authentication and authorization including JWT, OAuth2, sessions, and RBAC. Activate for login, auth flows, security, ac...
Testing patterns including pytest, unittest, mocking, fixtures, and test-driven development. Activate for test writing,...
LLM integration patterns for Claude, GPT, Gemini, and Ollama. Activate for AI API integration, prompt engineering, token...
Generates React 19 components using Shadcn/ui v4 and Radix UI primitives for the NABIP AMS. Use when creating forms, dia...
Validates Supabase database schema changes for the NABIP AMS, ensuring migrations align with member management, event tr...
Validates role-based access control (RBAC) implementation for four-tier permissions in the NABIP AMS (Member, Chapter Ad...
Guides event lifecycle implementation including registration, capacity management, waitlists, QR code check-in, virtual/...
Guides implementation of member lifecycle workflows including registration, renewal, engagement tracking, and duplicate...
Assists with building reports, dashboards, and data visualizations using Recharts and D3.js for the NABIP AMS. Use when...