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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-accessibility-expert

    Accessibility specialist — WCAG 2.2 AA/AAA compliance, ARIA 1.2 patterns, screen reader optimization, keyboard navigation, focus management, and inclusive design for AI chatbots and dashboards.

    agents/fai-accessibility-expert.agent.md106 lines
    • responsible-ai
    • reliability
    …
  • 🤖 agents

    fai-adr-writer

    ADR writer — documents architecture decisions with MADR 3.0 template, context, alternatives, trade-off matrices, consequences, and WAF pillar impact analysis.

    agents/fai-adr-writer.agent.md104 lines
    • operational-excellence
    …
  • 🤖 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 3

    fai-ai-agents-expert

    AI agents expert — ReAct loops, tool orchestration, memory tiers, multi-agent topologies (supervisor/pipeline/debate/swarm), agent determinism, and production guardrails for autonomous AI systems.

    agents/fai-ai-agents-expert.agent.md98 lines
    • reliability
    • security
    • responsible-ai
    …
  • 🤖 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 3

    fai-autogen-expert

    Microsoft AutoGen multi-agent framework — ConversableAgent, GroupChat topologies, code execution sandboxing, nested chat orchestration, human-in-the-loop patterns, and AG2 migration.

    agents/fai-autogen-expert.agent.md124 lines
    • reliability
    • responsible-ai
    • security
    …
  • 🤖 agentsused by 6

    fai-azure-ai-foundry-expert

    Azure AI Foundry specialist — Hub/Project resource model, Model Catalog deployment, Prompt Flow orchestration, evaluation pipelines with groundedness and safety metrics, fine-tuning workflows, and model lifecycle management across dev/staging/prod environments.

    agents/fai-azure-ai-foundry-expert.agent.md124 lines
    • operational-excellence
    • security
    • cost-optimization
    • responsible-ai
    …
  • 🤖 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 3

    fai-azure-container-apps-expert

    Azure Container Apps specialist — serverless containers, Dapr sidecars, KEDA autoscaling, GPU workload profiles, scale-to-zero, and AI agent hosting patterns with blue/green deployments.

    agents/fai-azure-container-apps-expert.agent.md147 lines
    • cost-optimization
    • reliability
    • operational-excellence
    …
  • 🤖 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 2

    fai-azure-devops-expert

    Azure DevOps specialist — YAML multi-stage pipelines, environment protection rules, artifact feeds, workload identity federation, and AI-specific deployment quality gates.

    agents/fai-azure-devops-expert.agent.md167 lines
    • operational-excellence
    • reliability
    • 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 4

    fai-azure-functions-expert

    Azure Functions specialist — event-driven AI processing, Durable Functions for long-running agent orchestration, timer triggers for batch inference, and cold start optimization.

    agents/fai-azure-functions-expert.agent.md148 lines
    • cost-optimization
    • reliability
    • operational-excellence
    …
  • 🤖 agentsused by 3

    fai-azure-identity-expert

    Azure identity and access management specialist — Entra ID, Managed Identity, DefaultAzureCredential, workload identity federation, RBAC, Conditional Access, and zero-trust architecture for AI services.

    agents/fai-azure-identity-expert.agent.md132 lines
    • security
    • operational-excellence
    …
  • 🤖 agentsused by 3

    fai-azure-key-vault-expert

    Azure Key Vault specialist — secrets rotation, CMK encryption, certificate lifecycle, HSM-backed keys, Managed Identity integration, and zero-secret deployment patterns for AI workloads.

    agents/fai-azure-key-vault-expert.agent.md148 lines
    • security
    • operational-excellence
    …
  • 🤖 agentsused by 3

    fai-azure-logic-apps-expert

    Azure Logic Apps specialist — low-code workflow automation, 1400+ connectors, AI integration actions, Durable orchestration, B2B/EDI, and enterprise integration patterns.

    agents/fai-azure-logic-apps-expert.agent.md157 lines
    • operational-excellence
    • reliability
    • cost-optimization
    …

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