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Primitive Explorer · 847 primitives

Primitives

Every authoring primitive across the FrootAI catalog. Agents, skills, instructions, hooks, plugins, workflows — searchable + faceted. Each one is MIT-licensed and runnable today.

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  • 🤖 agentsused by 2

    fai-a2a-expert

    Agent-to-Agent (A2A) protocol specialist — Google's agent interop standard, AgentCard discovery, task lifecycle, streaming artifacts, push notifications, and multi-agent communication patterns.

    agents/fai-a2a-expert.agent.md142 lines
    • reliability
    • security
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-architect

    Senior cloud-native solution architect — Azure Well-Architected Framework alignment, AI system design, multi-service integration, cost modeling, trade-off analysis, and production readiness assessment.

    agents/fai-architect.agent.md78 lines
    • reliability
    • security
    • cost-optimization
    • performance-efficiency
    • +2
    …
  • 🤖 agentsused by 3

    fai-azure-aks-expert

    Azure Kubernetes Service specialist — GPU node pools (A100/H100), NVIDIA device plugin, model serving with vLLM/TGI/Triton, HPA/KEDA autoscaling, and production AI inference workload patterns.

    agents/fai-azure-aks-expert.agent.md139 lines
    • performance-efficiency
    • reliability
    • cost-optimization
    • security
    …
  • 🤖 agentsused by 2

    fai-azure-apim-expert

    Azure API Management specialist — AI Gateway patterns, semantic caching, token metering, multi-backend load balancing, circuit breaker, rate limiting, and FinOps for LLM API layers.

    agents/fai-azure-apim-expert.agent.md143 lines
    • cost-optimization
    • reliability
    • performance-efficiency
    • security
    …
  • 🤖 agentsused by 2

    fai-azure-cdn-expert

    Azure Front Door & CDN specialist — global content delivery, WAF policies, caching rules, edge optimization, SSL/TLS management, and Private Link origins for AI application frontends.

    agents/fai-azure-cdn-expert.agent.md130 lines
    • performance-efficiency
    • security
    • reliability
    …
  • 🤖 agentsused by 2

    fai-azure-networking-expert

    Azure networking specialist — hub-spoke VNet design, Private Link for AI services, NSGs, Azure Firewall, DNS private zones, and zero-trust network architecture.

    agents/fai-azure-networking-expert.agent.md150 lines
    • security
    • reliability
    • performance-efficiency
    …
  • 🤖 agentsused by 3

    fai-azure-openai-expert

    Azure OpenAI specialist — model deployment types (PTU/PAYG/Global), content filtering, structured output, token optimization, multi-region load balancing, and production inference patterns.

    agents/fai-azure-openai-expert.agent.md164 lines
    • cost-optimization
    • performance-efficiency
    • security
    • responsible-ai
    …
  • 🤖 agentsused by 3

    fai-azure-service-bus-expert

    Azure Service Bus specialist — queues, topics/subscriptions, dead-letter handling, session-based ordered messaging, saga patterns, and agent-to-agent communication for AI workflows.

    agents/fai-azure-service-bus-expert.agent.md143 lines
    • reliability
    • performance-efficiency
    • security
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  • 🤖 agentsused by 2

    fai-azure-sql-expert

    Azure SQL specialist — Hyperscale, serverless auto-pause, native vector search, geo-replication, intelligent performance tuning, and AI integration patterns with embeddings storage.

    agents/fai-azure-sql-expert.agent.md154 lines
    • performance-efficiency
    • reliability
    • cost-optimization
    • security
    …
  • 🤖 agentsused by 2

    fai-blazor-expert

    Blazor specialist — Server + WebAssembly + United (.NET 8+) render modes, streaming SSR, AI chat UI components, SignalR real-time, and Razor component architecture.

    agents/fai-blazor-expert.agent.md161 lines
    • performance-efficiency
    • security
    …
  • 🤖 agentsused by 2

    fai-collective-implementer

    Multi-agent implementer — writes production code following TDD, implements features with Azure SDKs, generates Bicep infrastructure, and creates solution play components.

    agents/fai-collective-implementer.agent.md151 lines
    • reliability
    • performance-efficiency
    • security
    …
  • 🤖 agentsused by 2

    fai-csharp-expert

    C#/.NET specialist — modern C# 12+/.NET 9, Azure SDK integration, Semantic Kernel, async/await patterns, Polly resilience, minimal APIs, and AI-native application development.

    agents/fai-csharp-expert.agent.md143 lines
    • security
    • reliability
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-docker-expert

    Docker specialist — multi-stage builds, distroless images, GPU container support (CUDA/NVIDIA), ACR management, layer optimization, and container patterns for AI model serving.

    agents/fai-docker-expert.agent.md152 lines
    • performance-efficiency
    • security
    …
  • 🤖 agentsused by 2

    fai-elasticsearch-expert

    Elasticsearch specialist — index design, BM25 + kNN hybrid search, vector fields with HNSW, ILM lifecycle, cluster management, and RAG integration patterns.

    agents/fai-elasticsearch-expert.agent.md140 lines
    • performance-efficiency
    • reliability
    • security
    …
  • 🤖 agentsused by 2

    fai-go-expert

    Go development specialist — idiomatic Go 1.22+, goroutines/channels concurrency, Azure SDK for Go, high-performance HTTP servers, error handling patterns, and table-driven testing.

    agents/fai-go-expert.agent.md183 lines
    • performance-efficiency
    • reliability
    • security
    …
  • 🤖 agentsused by 2

    fai-kubernetes-expert

    Kubernetes specialist — pod scheduling, GPU resource management, network policies, Helm charts, GitOps with Flux/ArgoCD, and production-grade AI workload orchestration on AKS.

    agents/fai-kubernetes-expert.agent.md174 lines
    • reliability
    • performance-efficiency
    • security
    …
  • 🤖 agentsused by 2

    fai-python-expert

    Python development specialist — Python 3.12+, async/await patterns, Pydantic v2, FastAPI, pytest, type hints, Azure SDK, and production-grade AI application patterns.

    agents/fai-python-expert.agent.md147 lines
    • security
    • reliability
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-python-mcp-expert

    Python MCP server specialist — FastMCP framework, @mcp.tool() decorators, async handlers, Pydantic input models, uv deployment, and Azure service integration for AI tools.

    agents/fai-python-mcp-expert.agent.md172 lines
    • security
    • reliability
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-rag-architect

    Enterprise RAG architecture specialist — designs end-to-end retrieval-augmented generation pipelines with Azure AI Search, OpenAI embeddings, chunking strategies, grounding, citation, evaluation, and production deployment.

    agents/fai-rag-architect.agent.md144 lines
    • security
    • reliability
    • cost-optimization
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-react-expert

    React/Next.js specialist — React 19 Server Components, Suspense streaming for AI chat, App Router, Tailwind CSS, useActionState, and accessibility-first patterns.

    agents/fai-react-expert.agent.md183 lines
    • performance-efficiency
    • security
    • responsible-ai
    …
  • 🤖 agentsused by 2

    fai-rust-expert

    Rust specialist — ownership/borrowing, async with tokio, serde serialization, error handling with thiserror/anyhow, and high-performance AI infrastructure (inference proxies, MCP servers).

    agents/fai-rust-expert.agent.md159 lines
    • security
    • performance-efficiency
    • reliability
    …
  • 🤖 agentsused by 2

    fai-solutions-architect

    Cloud solutions architect — end-to-end AI solution design, Azure service selection, multi-service integration, cost estimation, WAF trade-off analysis, and architecture decision records.

    agents/fai-solutions-architect.agent.md147 lines
    • reliability
    • cost-optimization
    • performance-efficiency
    • security
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  • 🤖 agentsused by 2

    fai-typescript-expert

    TypeScript/Node.js specialist — strict mode, Zod validation, ESM modules, Vitest testing, Azure SDK integration, async patterns, and production-ready AI application development.

    agents/fai-typescript-expert.agent.md143 lines
    • security
    • reliability
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-typescript-mcp-expert

    TypeScript MCP server specialist — @modelcontextprotocol/sdk, McpServer class, Zod schema validation, async tool handlers, stdio/SSE transport, and npm distribution.

    agents/fai-typescript-mcp-expert.agent.md150 lines
    • security
    • reliability
    • performance-efficiency
    …

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