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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-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-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
    …
  • 🤖 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-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-github-actions-expert

    GitHub Actions specialist — OIDC federation to Azure, reusable workflows, matrix strategies, composite actions, caching, security hardening, and AI-specific CI/CD patterns (eval.py gates, prompt regression).

    agents/fai-github-actions-expert.agent.md159 lines
    • operational-excellence
    • 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-java-expert

    Java/Spring Boot specialist — Java 21+ virtual threads, Spring Boot 3.3, Spring AI for LLM integration, reactive streams for SSE, Azure SDK, and enterprise-grade AI application patterns.

    agents/fai-java-expert.agent.md163 lines
    • reliability
    • security
    • operational-excellence
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  • 🤖 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-landing-zone

    Azure AI Landing Zone architect — hub-spoke networking, private endpoints for all PaaS, managed identity, GPU quotas, governance policies, and Bicep-based enterprise AI infrastructure.

    agents/fai-landing-zone.agent.md155 lines
    • security
    • reliability
    • operational-excellence
    …
  • 🤖 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-red-team-expert

    AI red teaming specialist — prompt injection testing, jailbreak simulation, PyRIT automation, bias detection, adversarial dataset creation, and OWASP LLM Top 10 validation.

    agents/fai-red-team-expert.agent.md177 lines
    • security
    • responsible-ai
    …
  • 🤖 agentsused by 3

    fai-responsible-ai-reviewer

    Responsible AI specialist — bias detection, fairness metrics, transparency requirements, EU AI Act compliance, content safety, groundedness evaluation, and AI governance frameworks.

    agents/fai-responsible-ai-reviewer.agent.md165 lines
    • responsible-ai
    • security
    …
  • 🤖 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-sap-expert

    SAP integration specialist — SAP BTP, OData APIs, BAPI/RFC connectors, procurement/inventory/order processing, and AI-enhanced enterprise resource planning.

    agents/fai-sap-expert.agent.md117 lines
    • reliability
    • security
    • operational-excellence
    …
  • 🤖 agentsused by 2

    fai-security-reviewer

    Security reviewer — audits code, infrastructure, and AI pipelines against OWASP Top 10, OWASP LLM Top 10, Azure security baselines, managed identity compliance, network isolation, and secrets management.

    agents/fai-security-reviewer.agent.md148 lines
    • security
    • responsible-ai
    …
  • 🤖 agentsused by 2

    fai-servicenow-expert

    ServiceNow ITSM integration specialist — incident/change/request management via REST API, CMDB queries, knowledge base search, AI-powered ticket triage, and service catalog automation.

    agents/fai-servicenow-expert.agent.md124 lines
    • reliability
    • security
    • operational-excellence
    …
  • 🤖 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-teams-expert

    Microsoft Teams integration specialist — Adaptive Cards, Bot Framework SDK, Graph API for channels/chats/meetings, AI-powered meeting summarization, and action item extraction.

    agents/fai-teams-expert.agent.md141 lines
    • operational-excellence
    • security
    …
  • 🤖 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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