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 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
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🤖 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
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🤖 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
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🤖 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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🤖 agentsused by 1
fai-play-12-builder
Model Serving AKS builder — GPU cluster design, vLLM/TGI serving engines, NVIDIA device plugin, HPA/KEDA autoscaling, model versioning, and canary deployments.
agents/fai-play-12-builder.agent.md46 lines
- performance-efficiency
- reliability
- cost-optimization
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🤖 agentsused by 1
fai-play-14-builder
Cost-Optimized AI Gateway builder — APIM AI gateway, semantic caching with Redis, smart model routing by complexity, token budget enforcement, and multi-region load balancing.
agents/fai-play-14-builder.agent.md46 lines
- cost-optimization
- performance-efficiency
- reliability
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🤖 agentsused by 1
fai-play-17-builder
AI Observability builder — Application Insights distributed tracing, KQL query library for AI metrics, Azure Workbooks dashboards, alerting rules, and FinOps telemetry.
agents/fai-play-17-builder.agent.md45 lines
- operational-excellence
- cost-optimization
- reliability
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🤖 agentsused by 1
fai-play-18-builder
Prompt Optimization builder — prompt versioning with semantic versions, A/B testing framework, Azure Prompt Flow, template engine with variable injection, and evaluation-driven iteration.
agents/fai-play-18-builder.agent.md57 lines
- performance-efficiency
- cost-optimization
- reliability
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🤖 agentsused by 1
fai-play-19-builder
Edge AI builder — Phi-4 on-device inference, ONNX quantization (INT4/INT8), Azure IoT Hub fleet management, offline-first architecture, and cloud fallback patterns.
agents/fai-play-19-builder.agent.md45 lines
- reliability
- performance-efficiency
- cost-optimization
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