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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-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-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 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 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-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
    …
  • 🤖 agentsused by 3

    fai-azure-monitor-expert

    Azure Monitor specialist — Application Insights for AI distributed tracing, KQL for token analytics, custom dashboards for groundedness/coherence metrics, cost alerting, and AI-specific observability patterns.

    agents/fai-azure-monitor-expert.agent.md196 lines
    • operational-excellence
    • cost-optimization
    • reliability
    …
  • 🤖 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-debugger

    Multi-agent debugging specialist — systematic root cause analysis, stack trace interpretation, Azure diagnostics, LLM-specific issue debugging, and performance profiling for AI pipelines.

    agents/fai-collective-debugger.agent.md152 lines
    • reliability
    • operational-excellence
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  • 🤖 agentsused by 2

    fai-collective-orchestrator

    Multi-agent orchestrator — routes tasks to specialist agents, manages turn limits, decomposes complex requests, synthesizes results, and ensures quality gates across the FAI Collective.

    agents/fai-collective-orchestrator.agent.md155 lines
    • reliability
    • cost-optimization
    • operational-excellence
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  • 🤖 agentsused by 3

    fai-collective-tester

    Multi-agent tester — generates unit/integration/E2E tests, AI evaluation pipelines, mutation testing, and quality assurance for AI outputs with deterministic seed-based testing.

    agents/fai-collective-tester.agent.md169 lines
    • reliability
    • operational-excellence
    …
  • 🤖 agentsused by 2

    fai-crewai-expert

    CrewAI multi-agent framework specialist — crew composition, role-based agents with backstory, task delegation with expected output, sequential/hierarchical processes, and custom tool integration.

    agents/fai-crewai-expert.agent.md151 lines
    • reliability
    • operational-excellence
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  • 🤖 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 3

    fai-data-engineer

    Data engineering specialist for AI — RAG ingestion pipelines, document chunking, ETL/ELT patterns, PII detection with Presidio, data quality scoring, and Azure Data Factory orchestration.

    agents/fai-data-engineer.agent.md182 lines
    • reliability
    • operational-excellence
    • performance-efficiency
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  • 🤖 agentsused by 1

    fai-datadog-expert

    Datadog observability specialist — monitor creation, APM trace correlation, dashboard design, metric queries, and AI workload monitoring with custom metrics for token usage and model latency.

    agents/fai-datadog-expert.agent.md146 lines
    • operational-excellence
    • reliability
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  • 🤖 agentsused by 1

    fai-debug-expert

    Systematic debugging specialist — reproduce-isolate-fix methodology, binary search isolation, stack trace interpretation, Application Insights transaction tracing, and LLM-specific issue diagnosis.

    agents/fai-debug-expert.agent.md149 lines
    • reliability
    • operational-excellence
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  • 🤖 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 1

    fai-incident-responder

    Incident response specialist — severity classification (P0-P4), triage protocols, automated runbooks, war room coordination, root cause analysis, blameless post-mortems, and AI-specific incident patterns.

    agents/fai-incident-responder.agent.md146 lines
    • reliability
    • operational-excellence
    …
  • 🤖 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-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
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  • 🤖 agentsused by 2

    fai-langchain-expert

    LangChain framework specialist — LCEL expression language, chains, agents with tool use, retrievers, memory, callbacks, LangSmith tracing, and production RAG pipeline patterns.

    agents/fai-langchain-expert.agent.md138 lines
    • reliability
    • operational-excellence
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  • 🤖 agentsused by 1

    fai-migration-expert

    Migration specialist — legacy-to-cloud, .NET Framework upgrade, database migration, AI-native re-architecture, 6R framework, Azure Migrate, and incremental migration patterns.

    agents/fai-migration-expert.agent.md158 lines
    • operational-excellence
    • reliability
    …
  • 🤖 agentsused by 2

    fai-mlflow-expert

    MLflow specialist — experiment tracking, model registry, metric/artifact logging, Azure ML integration, deployment pipelines, and model lifecycle management.

    agents/fai-mlflow-expert.agent.md149 lines
    • operational-excellence
    • reliability
    …
  • 🤖 agentsused by 2

    fai-openapi-expert

    OpenAPI specialist — API-first design, OpenAPI 3.1 spec authoring, code generation, validation middleware, and Copilot plugin API definition for AI applications.

    agents/fai-openapi-expert.agent.md187 lines
    • operational-excellence
    • reliability
    …

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