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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-ag-ui-expert

    AG-UI protocol specialist — Agent-User Interaction standard, event-based rendering, streaming state updates, tool call lifecycle, and frontend integration for AI agent experiences.

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

    fai-agentic-retriever

    Agentic retrieval specialist — autonomous source selection, iterative refinement with relevance scoring, multi-hop reasoning, query decomposition, and grounded answer synthesis with inline citations.

    agents/fai-agentic-retriever.agent.md108 lines
    • reliability
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-ai-infra-expert

    AI infrastructure expert — GPU compute sizing (A100/H100), VRAM estimation, model serving (vLLM/TensorRT-LLM/Triton), AKS node pool design, PTU vs PAYG cost modeling, and quantization strategies.

    agents/fai-ai-infra-expert.agent.md107 lines
    • performance-efficiency
    • cost-optimization
    • reliability
    …
  • 🤖 agentsused by 1

    fai-angular-expert

    Angular 19+ specialist — signals-based reactivity, standalone components, SSR with hydration, zoneless change detection, control flow syntax, and AI chat component patterns.

    agents/fai-angular-expert.agent.md121 lines
    • performance-efficiency
    • reliability
    …
  • 🤖 agentsused by 2

    fai-api-gateway-designer

    API gateway architect — Azure APIM patterns, rate limiting, token-based throttling, multi-region load balancing, backend circuit breakers, and cost-aware routing for LLM endpoints.

    agents/fai-api-gateway-designer.agent.md80 lines
    • cost-optimization
    • reliability
    • 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 6

    fai-azure-ai-search-expert

    Azure AI Search specialist — HNSW vector indexes, hybrid keyword+vector retrieval, semantic ranker, integrated vectorization pipelines, custom skillsets, scoring profiles, and RAG optimization for production search experiences.

    agents/fai-azure-ai-search-expert.agent.md122 lines
    • performance-efficiency
    • reliability
    • cost-optimization
    • security
    …
  • 🤖 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 4

    fai-azure-cosmos-db-expert

    Azure Cosmos DB specialist — partition key design, DiskANN vector search, multi-region writes, RU optimization, change feed processing, and conversation/session storage for AI agents.

    agents/fai-azure-cosmos-db-expert.agent.md146 lines
    • performance-efficiency
    • reliability
    • cost-optimization
    • security
    …
  • 🤖 agentsused by 3

    fai-azure-event-hubs-expert

    Azure Event Hubs specialist — partitioned event streaming, Kafka compatibility, Schema Registry governance, real-time AI inference pipelines, and high-throughput data ingestion.

    agents/fai-azure-event-hubs-expert.agent.md163 lines
    • performance-efficiency
    • reliability
    • cost-optimization
    …
  • 🤖 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
    …
  • 🤖 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 3

    fai-batch-processing-expert

    Batch processing specialist — Azure Batch pools, Global Batch API (50% cost savings), Durable Functions fan-out, large-scale document/embedding pipelines, and async LLM inference patterns.

    agents/fai-batch-processing-expert.agent.md159 lines
    • cost-optimization
    • reliability
    • performance-efficiency
    …
  • 🤖 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 1

    fai-bun-expert

    Bun runtime specialist — ultra-fast JavaScript/TypeScript, built-in bundler, native SQLite, test runner, and HTTP server patterns for AI APIs and MCP servers.

    agents/fai-bun-expert.agent.md156 lines
    • performance-efficiency
    • operational-excellence
    …
  • 🤖 agentsused by 3

    fai-capacity-planner

    AI capacity planning specialist — GPU sizing, PTU allocation, token volume forecasting, cost modeling, scaling strategy, and FinOps for Azure AI workloads.

    agents/fai-capacity-planner.agent.md119 lines
    • cost-optimization
    • performance-efficiency
    • reliability
    …
  • 🤖 agentsused by 1

    fai-cloudflare-expert

    Cloudflare specialist — Workers AI for edge inference, Workers KV, D1 database, R2 storage, AI Gateway, and CDN optimization for AI application delivery.

    agents/fai-cloudflare-expert.agent.md130 lines
    • performance-efficiency
    • cost-optimization
    …
  • 🤖 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 1

    fai-cost-gateway

    AI cost gateway specialist — APIM-based AI gateway with semantic caching, model routing by complexity, token budget enforcement, multi-region PTU load balancing, and FinOps telemetry.

    agents/fai-cost-gateway.agent.md156 lines
    • cost-optimization
    • performance-efficiency
    • reliability
    …

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