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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📋 instructions
cost-python
Python cost optimization — token budgets, model routing, caching, batch embedding, async for throughput.
instructions/cost-python.instructions.md185 lines
- cost-optimization
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📋 instructions
cost-typescript
TypeScript cost optimization — streaming responses, semantic cache, token metering, efficient serialization.
instructions/cost-typescript.instructions.md205 lines
- cost-optimization
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📋 instructions
genai-foundations
GenAI foundations coding — token counting, model parameter configuration, inference optimization.
instructions/genai-foundations.instructions.md151 lines
- performance-efficiency
- cost-optimization
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📋 instructions
gpu-infrastructure
GPU infrastructure standards — VRAM sizing, quantization selection, serving framework config, scaling rules.
instructions/gpu-infrastructure.instructions.md179 lines
- performance-efficiency
- cost-optimization
…
📋 instructions
llm-model-selection
LLM selection standards — model routing config, benchmark-driven selection, cost/quality tradeoffs.
instructions/llm-model-selection.instructions.md187 lines
- cost-optimization
- performance-efficiency
…
📋 instructions
performance-optimization-waf
Performance optimization standards — measure first, profile before optimizing, and avoid premature optimization.
instructions/performance-optimization-waf.instructions.md236 lines
- performance-efficiency
- cost-optimization
…
📋 instructions
power-bi-dax-waf
Power BI DAX standards — CALCULATE patterns, time intelligence, performance optimization.
instructions/power-bi-dax-waf.instructions.md186 lines
- performance-efficiency
- cost-optimization
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📋 instructions
python-waf
Python coding standards aligned with Azure Well-Architected Framework pillars — secure credential handling, async patterns, structured error handling, cost-aware AI integration, and production-ready testing.
instructions/python-waf.instructions.md87 lines
- security
- reliability
- cost-optimization
- performance-efficiency
…