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-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
… - 🤖 agentsused by 2
fai-ml-engineer
ML engineering specialist — model training pipelines, LoRA/QLoRA fine-tuning, evaluation metrics, MLOps with Azure AI Foundry, model registry, and serving optimization for production AI.
agents/fai-ml-engineer.agent.md144 lines- cost-optimization
- performance-efficiency
- operational-excellence
… - 🤖 agentsused by 2
fai-production-patterns-expert
Production AI patterns expert — hosting selection (Container Apps/AKS/Functions), APIM gateway patterns, streaming SSE, retry/circuit-breaker, health checks, and multi-region deployment for production AI workloads.
agents/fai-production-patterns-expert.agent.md175 lines- reliability
- performance-efficiency
- cost-optimization
- operational-excellence
… - 🤖 agentsused by 2
fai-protobuf-expert
Protocol Buffers specialist — proto3 schema design, backward compatible evolution, gRPC service definitions, code generation, and binary serialization for high-performance AI APIs.
agents/fai-protobuf-expert.agent.md159 lines- performance-efficiency
- operational-excellence
… - 🤖 agentsused by 2
fai-vercel-expert
Vercel specialist — AI SDK (streaming useChat/useCompletion), Edge Functions, Next.js deployment, KV/Blob/Postgres storage, and serverless AI application patterns.
agents/fai-vercel-expert.agent.md159 lines- performance-efficiency
- operational-excellence
… - 🤖 agentsused by 2
fai-wandb-expert
Weights & Biases specialist — experiment tracking, model versioning, hyperparameter sweeps, prompt tracing, evaluation dashboards, and LLM fine-tuning monitoring.
agents/fai-wandb-expert.agent.md152 lines- operational-excellence
- performance-efficiency
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