Local LLM integration with llama.cpp, Ollama, and GGUF models for offline inference and self-hosted AI. Use when deploying local models, configuring inference servers, or building offline AI pipelines. Do NOT use for cloud AI APIs (use cloud-api-integration).
Model Context Protocol server implementation for extending Claude with custom tools, resources, and prompts. Use when building MCP servers, MCP tools, or resource providers. Do NOT use for general API design (use api-expert).
Product Requirements Document generator with three modes: interactive builder, validator, and reverse-engineer from existing code. Use when creating PRDs for new projects, validating existing PRDs for completeness, or generating PRDs from existing codebases. Do NOT use for technical architecture docs (use senior-architect) or implementation plans (use plan-review-expert).
WCAG 2.2 compliance patterns for accessible web applications with ARIA, keyboard navigation, and screen reader support. Use when implementing accessibility features, auditing WCAG compliance, or fixing a11y issues. Do NOT use for general UI design decisions (use ui-ux-expert).
API architecture and design patterns spanning REST, GraphQL, and gRPC with versioning strategies, rate limiting, gateway configuration, and security best practices. Use when making architectural decisions about API style, designing API gateways, planning API versioning, or establishing cross-cutting API concerns. Do NOT use for specific framework implementation details like FastAPI routes or Apollo resolvers.
macOS automation with AppleScript and JXA for system scripting, app control, and workflow automation. Use when automating macOS apps, system events, or JXA scripting. Do NOT use for cross-platform scripting (use bash-expert).
Application security expertise covering OWASP Top 10, threat modeling (STRIDE), secure SDLC, and penetration testing patterns. Use when reviewing application code for vulnerabilities, implementing secure coding patterns, or conducting threat analysis. Do NOT use for CI/CD pipeline security (use devsecops-expert).
GitOps with ArgoCD, Argo Workflows, and Argo Rollouts for Kubernetes continuous delivery and progressive deployments. Use when configuring ArgoCD Applications, writing Argo Workflow templates, setting up progressive rollouts, or debugging GitOps sync issues. Do NOT use for general CI/CD pipeline design without ArgoCD (use cicd-expert).