Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management
Build full-stack applications with Supabase (PostgreSQL, Auth, Storage, Real-time, Edge Functions). Use when implementing authentication, database design with RLS, file storage, real-time...
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Analyze code changes and update KNOWLEDGE_BASE.md with architectural and feature changes.
Go backend development best practices for microservices with clean architecture, observability, and production-ready patterns
Best practices for monorepo development with TypeScript, React, Next.js, Expo, Turbo, and related technologies
Manages L1 cluster platform services including MetalLB load balancer, external-dns for DNS automation, and Karpenter for node autoscaling. Use for load balancer configuration, IP address...
Generate production-ready Python project skeletons with Astral UV package manager, Hatchling build backend with dynamic versioning, and modern tooling (ruff, mypy, pytest, bandit). Use when...
Complete memory system combining LanceDB auto-recall, Git-Notes structured memory, and file-based workspace search. Use when setting up comprehensive agent memory, when you need persistent context...
Set up a modern Python project with uv, pyproject.toml, and ruff. Use when creating a new Python project, package, or CLI tool.
Build a complete AI chat application with database persistence, chat list management, and automatic title generation.
Use when building web services. Keywords: web server, HTTP, REST API, GraphQL, WebSocket, axum, actix, warp, rocket, tower, hyper, reqwest, middleware, router, handler, extractor, state...
Python project scaffolding and development with modern tooling. Use when creating new Python projects, setting up virtual environments, configuring dependencies, or working with Flask web...
Pattern for building MCP servers in Next.js with mcp-handler, shared Zod schemas, and reusable server actions.
Microsoft 365 / Outlook CLI for calendar and email. Use when managing Outlook calendar (view, create, update, delete events, find meeting times, respond to invitations), sending/reading emails, or...
Enables Claude to publish and manage content on Obsidian Publish sites via Playwright MCP
FastAPI Python framework. Covers REST APIs, validation, dependencies, security. Keywords: Pydantic, async, OAuth2, JWT.
Senior UI Engineer & Design System Specialist for shadcn/ui (2026). Specialized in building accessible, highly customizable, and performant component libraries using Radix UI 2026, Tailwind CSS 4...