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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⚡ skills
fai-tune-11-ai-landing-zone-advanced
Tune Play 11 (AI Landing Zone Advanced) hub-spoke topology, private DNS, governance policies, and network segmentation.
skills/fai-tune-11-ai-landing-zone-advanced143 lines
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⚡ skills
fai-tune-12-model-serving-aks
Tune Play 12 (Model Serving AKS) GPU node pools, vLLM configuration, autoscaling policies, and inference optimization.
skills/fai-tune-12-model-serving-aks160 lines
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⚡ skills
fai-tune-13-fine-tuning-workflow
Tune Play 13 (Fine-Tuning Workflow) training hyperparameters, dataset validation, LoRA config, and evaluation metrics.
skills/fai-tune-13-fine-tuning-workflow189 lines
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⚡ skills
fai-tune-14-cost-optimized-ai-gateway
Tune Play 14 (Cost-Optimized AI Gateway) model routing rules, token budgets, caching policies, and APIM rate limiting.
skills/fai-tune-14-cost-optimized-ai-gateway186 lines
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⚡ skills
fai-tune-15-multi-modal-docproc
Tune Play 15 multi-modal document processing with OCR, vision model selection, extraction confidence, and fallback routing.
skills/fai-tune-15-multi-modal-docproc113 lines
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⚡ skills
fai-tune-16-copilot-teams-extension
Tune Play 16 Teams extension behavior with command routing, intent matching, adaptive card payloads, and auth flow.
skills/fai-tune-16-copilot-teams-extension109 lines
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⚡ skills
fai-tune-17-ai-observability
Tune Play 17 observability settings for traces, semantic metrics, alert thresholds, and log retention policy.
skills/fai-tune-17-ai-observability110 lines
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⚡ skills
fai-tune-18-prompt-management
Tune Play 18 prompt management with version gates, A/B split, rollback policy, and template lint checks.
skills/fai-tune-18-prompt-management113 lines
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⚡ skills
fai-tune-19-edge-ai-phi4
Tune Play 19 edge deployment for Phi-4 with quantization, device constraints, and offline fallback behavior.
skills/fai-tune-19-edge-ai-phi4108 lines
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⚡ skills
fai-tune-20-anomaly-detection
Tune Play 20 anomaly detection with window sizing, seasonality handling, threshold calibration, and alert suppression.
skills/fai-tune-20-anomaly-detection107 lines
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⚡ skills
fai-tune-21-agentic-rag
Tune Play 21 agentic RAG with planner depth, retrieval fan-out, reranker policy, and citation strictness.
skills/fai-tune-21-agentic-rag108 lines
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⚡ skills
fai-tune-22-multi-agent-swarm
Tune Play 22 swarm behavior with role assignment, consensus thresholds, conflict policy, and budget controls.
skills/fai-tune-22-multi-agent-swarm107 lines
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⚡ skills
fai-tune-23-browser-automation-agent
Tune Play 23 browser automation with selector strategy, retry policy, anti-flake waits, and safety restrictions.
skills/fai-tune-23-browser-automation-agent107 lines
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⚡ skills
fai-tutorial-generator
Generate production-ready tutorials with prerequisites, runnable code, verification steps, and troubleshooting paths.
skills/fai-tutorial-generator136 lines
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⚡ skills
fai-update-avm-bicep
No description.
skills/fai-update-avm-bicep108 lines
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⚡ skills
fai-vector-index-create
Create and populate a vector search index in Azure AI Search or Cosmos DB
skills/fai-vector-index-create257 lines
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⚡ skills
fai-web-coder
No description.
skills/fai-web-coder105 lines
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⚡ skills
fai-webapp-testing
No description.
skills/fai-webapp-testing130 lines
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⚡ skills
fai-webhook-ai-event
Set up webhooks for AI system events: evaluation results, safety alerts, cost alerts
skills/fai-webhook-ai-event243 lines
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⚡ skills
fai-what-context-needed
No description.
skills/fai-what-context-needed138 lines
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⚡ skills
fai-xunit-test
No description.
skills/fai-xunit-test142 lines
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⚙️ workflows
fai-contributors-report
Include FAI.dev repo stats
workflows/fai-contributors-report.md287 lines
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⚙️ workflows
fai-daily-ecosystem-report
Daily ecosystem health summary — primitive counts, marketplace stats, validation status, and recent changes across agents, instructions, skills, hooks, and plugins. The morning briefing for the FAI team.
workflows/fai-daily-ecosystem-report.md283 lines
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⚙️ workflows
fai-evaluation-regression
Number of previous evaluations for moving average
workflows/fai-evaluation-regression.md292 lines
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