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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 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
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  • 🤖 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 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-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
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  • 🤖 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-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-azure-storage-expert

    Azure Storage specialist — Blob lifecycle tiers, ADLS Gen2 for data lakes, private endpoints, managed identity auth, and document/model artifact storage for AI pipelines.

    agents/fai-azure-storage-expert.agent.md117 lines
    • security
    • cost-optimization
    • reliability
    …
  • 🤖 agentsused by 1

    fai-browser-agent

    Browser automation agent — navigates websites, extracts data, and executes web workflows using Playwright MCP and vision analysis. Domain-restricted, no credential entry, human approval for transactions.

    agents/fai-browser-agent.agent.md123 lines
    • security
    • reliability
    • responsible-ai
    …
  • 🤖 agentsused by 2

    fai-cicd-pipeline-expert

    CI/CD pipeline specialist — GitHub Actions with OIDC, multi-stage deployments, AI quality gates (eval.py), security scanning, and DORA metrics for AI application delivery.

    agents/fai-cicd-pipeline-expert.agent.md166 lines
    • operational-excellence
    • reliability
    • security
    …
  • 🤖 agentsused by 2

    fai-code-reviewer

    Code review specialist — SOLID principles, clean code, OWASP security checks, AI-specific prompt injection auditing, and performance anti-pattern detection across TypeScript, Python, C#, and Bicep.

    agents/fai-code-reviewer.agent.md134 lines
    • reliability
    • security
    • operational-excellence
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  • 🤖 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
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  • 🤖 agentsused by 3

    fai-collective-reviewer

    Multi-agent reviewer — security audit, OWASP LLM Top 10, WAF compliance, code quality, AI safety checks, and PR review with severity-classified feedback.

    agents/fai-collective-reviewer.agent.md139 lines
    • security
    • responsible-ai
    • reliability
    …
  • 🤖 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 1

    fai-csharp-mcp-expert

    C# MCP server development specialist — ModelContextProtocol NuGet package, [McpServerTool] attributes, dependency injection, stdio/SSE transport, and Azure-integrated MCP tool development.

    agents/fai-csharp-mcp-expert.agent.md176 lines
    • security
    • reliability
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-dapr-expert

    Dapr distributed application runtime specialist — service invocation, state management, pub/sub messaging, bindings, secrets management, and sidecar-based AI microservice patterns.

    agents/fai-dapr-expert.agent.md151 lines
    • reliability
    • operational-excellence
    • security
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  • 🤖 agentsused by 1

    fai-deterministic-expert

    Deterministic AI specialist — makes AI outputs reproducible, grounded, and auditable with temperature control, seed pinning, JSON schema output, RAG grounding, citation enforcement, and multi-layer hallucination defense.

    agents/fai-deterministic-expert.agent.md168 lines
    • reliability
    • responsible-ai
    • security
    …
  • 🤖 agentsused by 2

    fai-devops-expert

    DevOps lifecycle specialist — GitHub Actions OIDC, Infrastructure as Code (Bicep/Terraform), deployment strategies (blue-green/canary), SRE practices, DORA metrics, and incident management for AI systems.

    agents/fai-devops-expert.agent.md127 lines
    • operational-excellence
    • reliability
    • 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
    …

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