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-dynamic-prompt
Build dynamic prompts that adapt based on user context and history.
skills/fai-dynamic-prompt161 lines
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⚡ skills
fai-edge-case-generator
Generate test cases for edge cases in AI workflows.
skills/fai-edge-case-generator157 lines
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⚡ skills
fai-editorconfig-setup
Configure EditorConfig for consistent code style across team.
skills/fai-editorconfig-setup157 lines
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⚡ skills
fai-embedding-model-select
Choosing between embedding models (text-embedding-3-small vs large vs ada-002),Configuring dimensions, batch sizes, and chunking parameters,Benchmarking embedding quality for a specific domain,Setting up hybrid search weighting (sparse vs dense)
skills/fai-embedding-model-select172 lines
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⚡ skills
fai-epic-breakdown-arch
Break down epics into architecture tasks and technical stories.
skills/fai-epic-breakdown-arch157 lines
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⚡ skills
fai-epic-breakdown-pm
Break down epics into product management stories and features.
skills/fai-epic-breakdown-pm157 lines
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⚡ skills
fai-eval-driven-dev
Adopt evaluation-driven development for continuous AI quality assessment.
skills/fai-eval-driven-dev168 lines
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⚡ skills
fai-eval-runner
Run evaluation pipelines with metrics tracking and result reporting.
skills/fai-eval-runner168 lines
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⚡ skills
fai-evaluate-01-enterprise-rag
Evaluate Enterprise RAG recall, precision, and groundedness.
skills/fai-evaluate-01-enterprise-rag168 lines
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⚡ skills
fai-evaluate-02-ai-landing-zone
Evaluate Landing Zone compliance, security posture, and governance.
skills/fai-evaluate-02-ai-landing-zone168 lines
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⚡ skills
fai-evaluate-03-deterministic-agent
Evaluate Deterministic Agent output consistency and reliability.
skills/fai-evaluate-03-deterministic-agent171 lines
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⚡ skills
fai-evaluate-04-call-center-voice-ai
Evaluate Voice AI latency, accuracy, and conversation quality.
skills/fai-evaluate-04-call-center-voice-ai168 lines
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⚡ skills
fai-evaluate-05-it-ticket-resolution
Evaluate ticket resolution quality and automation effectiveness.
skills/fai-evaluate-05-it-ticket-resolution168 lines
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⚡ skills
fai-evaluate-06-document-intelligence
Evaluate OCR accuracy and entity extraction correctness.
skills/fai-evaluate-06-document-intelligence168 lines
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⚡ skills
fai-evaluate-07-multi-agent-service
Evaluate multi-agent coordination and task completion.
skills/fai-evaluate-07-multi-agent-service171 lines
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⚡ skills
fai-evaluate-08-copilot-studio-bot
Evaluate bot conversation quality and user satisfaction.
skills/fai-evaluate-08-copilot-studio-bot168 lines
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⚡ skills
fai-evaluate-09-ai-search-portal
Evaluate AI Search Portal search quality and reranking accuracy.
skills/fai-evaluate-09-ai-search-portal168 lines
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⚡ skills
fai-evaluate-10-content-moderation
Evaluate Content Moderation coverage and policy adherence.
skills/fai-evaluate-10-content-moderation168 lines
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⚡ skills
fai-evaluate-11-ai-landing-zone-advanced
Evaluate Advanced Landing Zone resilience and performance.
skills/fai-evaluate-11-ai-landing-zone-advanced168 lines
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⚡ skills
fai-evaluate-12-model-serving-aks
Evaluate Model Serving latency, throughput, and availability.
skills/fai-evaluate-12-model-serving-aks168 lines
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⚡ skills
fai-evaluate-13-fine-tuning-workflow
Evaluate fine-tuning quality improvements and job success.
skills/fai-evaluate-13-fine-tuning-workflow168 lines
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⚡ skills
fai-evaluate-14-cost-optimized-ai-gateway
Evaluate gateway routing efficiency and cost savings.
skills/fai-evaluate-14-cost-optimized-ai-gateway168 lines
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⚡ skills
fai-evaluate-15-multi-modal-docproc
Evaluate multi-modal document processing accuracy.
skills/fai-evaluate-15-multi-modal-docproc168 lines
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⚡ skills
fai-evaluate-16-copilot-teams-extension
Evaluate extension adoption and user engagement metrics.
skills/fai-evaluate-16-copilot-teams-extension168 lines
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