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 6
fai-azure-ai-foundry-expert
Azure AI Foundry specialist — Hub/Project resource model, Model Catalog deployment, Prompt Flow orchestration, evaluation pipelines with groundedness and safety metrics, fine-tuning workflows, and model lifecycle management across dev/staging/prod environments.
agents/fai-azure-ai-foundry-expert.agent.md124 lines- operational-excellence
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- cost-optimization
- responsible-ai
… - 🤖 agentsused by 3
fai-azure-openai-expert
Azure OpenAI specialist — model deployment types (PTU/PAYG/Global), content filtering, structured output, token optimization, multi-region load balancing, and production inference patterns.
agents/fai-azure-openai-expert.agent.md164 lines- cost-optimization
- performance-efficiency
- security
- responsible-ai
… - 🤖 agentsused by 1
fai-fine-tuning-expert
Fine-tuning and MLOps specialist — LoRA/QLoRA techniques, JSONL training data preparation, Azure OpenAI fine-tuning workflow, hyperparameter tuning, evaluation-driven iteration, and model versioning.
agents/fai-fine-tuning-expert.agent.md172 lines- cost-optimization
- operational-excellence
- responsible-ai
… - 🤖 agentsused by 1
fai-play-10-tuner
Content Moderation tuner — per-category severity calibration, blocklist optimization, false positive reduction, routing distribution, and moderation cost analysis.
agents/fai-play-10-tuner.agent.md55 lines- responsible-ai
- cost-optimization
… - 🤖 agentsused by 1
fai-play-13-builder
Fine-Tuning Workflow builder — Azure OpenAI fine-tuning, JSONL data preparation, LoRA/QLoRA techniques, MLflow experiment tracking, evaluation-driven iteration, and A/B deployment.
agents/fai-play-13-builder.agent.md46 lines- operational-excellence
- cost-optimization
- responsible-ai
… - 🤖 agentsused by 2
fai-product-manager
AI product management specialist — requirements gathering, AI use case prioritization, evaluation metric design, go-to-market strategy, and responsible AI impact assessment.
agents/fai-product-manager.agent.md133 lines- responsible-ai
- cost-optimization
- operational-excellence
… - 🤖 agentsused by 2
fai-prompt-engineer
Prompt engineering specialist — system message design, few-shot patterns, chain-of-thought, structured output schemas, anti-hallucination techniques, and evaluation-driven prompt optimization.
agents/fai-prompt-engineer.agent.md150 lines- reliability
- responsible-ai
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