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
- security
- cost-optimization
- responsible-ai
… - 🤖 agentsused by 3
fai-compliance-expert
AI compliance specialist — EU AI Act risk classification, NIST AI RMF, GDPR data subject rights, HIPAA PHI handling, SOC 2 evidence collection, and Azure compliance tooling.
agents/fai-compliance-expert.agent.md136 lines- responsible-ai
- security
- operational-excellence
… - 🤖 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-i18n-expert
Internationalization specialist — multi-language AI responses, ICU message format, locale-aware formatting, Azure Translator integration, RTL support, and translation workflow design.
agents/fai-i18n-expert.agent.md134 lines- responsible-ai
- operational-excellence
… - 🤖 agentsused by 2
fai-mentoring-agent
Developer mentoring specialist — Socratic teaching, personalized learning paths, constructive code review feedback, skill gap analysis, and progressive complexity scaffolding.
agents/fai-mentoring-agent.agent.md145 lines- responsible-ai
- operational-excellence
… - 🤖 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-prd-writer
PRD writer — produces structured Product Requirements Documents with user personas, success metrics, AI-specific requirements (quality thresholds, safety), constraints, and acceptance criteria.
agents/fai-prd-writer.agent.md130 lines- operational-excellence
- 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
… - 📋 instructions
localization-waf
Localization standards — i18n key management, RTL support, pluralization, date/number formatting.
instructions/localization-waf.instructions.md229 lines- responsible-ai
- operational-excellence
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