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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

    containerization-waf

    Containerization Waf standards — Containerization standards — immutability, reproducible builds, health probes, 12-factor.

    instructions/containerization-waf.instructions.md88 lines
    • security
    • reliability
    • cost-optimization
    • operational-excellence
    …
  • 📋 instructions

    content-moderation-patterns

    Play 10 patterns — Content moderation patterns — Azure Content Safety, 4 harm categories, threshold tuning, human review pipeline.

    instructions/content-moderation-patterns.instructions.md210 lines
    • reliability
    • security
    …
  • 📋 instructions

    context-engineering-waf

    Context Engineering Waf standards — Context engineering standards — maximize Copilot effectiveness through structured instructions, examples, and constraints.

    instructions/context-engineering-waf.instructions.md88 lines
    • security
    • reliability
    • cost-optimization
    • operational-excellence
    …
  • 📋 instructions

    copilot-extensibility

    Copilot extensibility — Graph connectors, plugin manifest, action design, M365 integration patterns.

    instructions/copilot-extensibility.instructions.md237 lines
    • operational-excellence
    …
  • 📋 instructions

    copilot-studio-bot-patterns

    Play 08 patterns — Copilot Studio patterns — topics, generative answers, knowledge sources, channel deployment, Dataverse integration.

    instructions/copilot-studio-bot-patterns.instructions.md241 lines
    • reliability
    • security
    …
  • 📋 instructions

    copilot-studio-waf

    Copilot Studio Waf standards — Copilot Studio standards — topic design, generative answers, knowledge sources, channel config.

    instructions/copilot-studio-waf.instructions.md88 lines
    • security
    • reliability
    • cost-optimization
    • operational-excellence
    …
  • 📋 instructions

    copilot-teams-extension-patterns

    Play 16 patterns — Teams extension patterns — adaptive cards, message extensions, bot framework, Teams toolkit.

    instructions/copilot-teams-extension-patterns.instructions.md248 lines
    • reliability
    • security
    …
  • 📋 instructions

    copilot-thought-logging-waf

    Copilot Thought Logging Waf standards — Copilot thought logging — track reasoning process, tool selection rationale, confidence levels.

    instructions/copilot-thought-logging-waf.instructions.md88 lines
    • security
    • reliability
    • cost-optimization
    • operational-excellence
    …
  • 📋 instructions

    cost-bicep

    Cost Bicep standards — Bicep cost optimization — consumption SKUs, auto-shutdown, tags for cost centers, budget resources.

    instructions/cost-bicep.instructions.md88 lines
    • security
    • reliability
    • cost-optimization
    • operational-excellence
    …
  • 📋 instructions

    cost-optimized-ai-gateway-patterns

    Play 14 patterns — AI gateway patterns — APIM policies, semantic cache, token metering, multi-backend retry, budget enforcement.

    instructions/cost-optimized-ai-gateway-patterns.instructions.md190 lines
    • reliability
    • security
    …
  • 📋 instructions

    cost-python

    Python cost optimization — token budgets, model routing, caching, batch embedding, async for throughput.

    instructions/cost-python.instructions.md185 lines
    • cost-optimization
    …
  • 📋 instructions

    cost-typescript

    TypeScript cost optimization — streaming responses, semantic cache, token metering, efficient serialization.

    instructions/cost-typescript.instructions.md205 lines
    • cost-optimization
    …
  • 📋 instructions

    cpp-waf

    C++ coding standards — modern C++20/23, RAII, smart pointers, and safe concurrency patterns.

    instructions/cpp-waf.instructions.md171 lines
    • security
    • performance-efficiency
    • reliability
    …
  • 📋 instructions

    csharp-mcp-development

    C#/.NET MCP server development standards — ModelContextProtocol NuGet patterns, [McpServerTool] attributes, dependency injection, IHostedService lifecycle, and Azure Managed Identity integration.

    instructions/csharp-mcp-development.instructions.md161 lines
    • security
    • reliability
    • performance-efficiency
    …
  • 📋 instructions

    csharp-waf

    C#/.NET coding standards aligned with Azure WAF pillars — Managed Identity, async patterns, dependency injection, structured logging, Pydantic-like validation with FluentValidation, and production-ready testing with xUnit.

    instructions/csharp-waf.instructions.md172 lines
    • security
    • reliability
    • performance-efficiency
    …
  • 📋 instructions

    dart-flutter-waf

    Dart/Flutter coding standards — effective Dart, widget composition, state management, and null safety.

    instructions/dart-flutter-waf.instructions.md150 lines
    • performance-efficiency
    • reliability
    …
  • 📋 instructions

    dataverse-waf

    Dataverse SDK standards — entity operations, metadata, batch requests, and Power Platform integration.

    instructions/dataverse-waf.instructions.md186 lines
    • reliability
    • operational-excellence
    …
  • 📋 instructions

    debian-waf

    Debian/Ubuntu administration standards — apt, systemd, UFW firewall, and server hardening.

    instructions/debian-waf.instructions.md199 lines
    • reliability
    • security
    …
  • 📋 instructions

    design-patterns-waf

    OOP design patterns — interface segregation, composition over inheritance, and SOLID principles.

    instructions/design-patterns-waf.instructions.md165 lines
    • reliability
    • operational-excellence
    …
  • 📋 instructions

    deterministic-agent-patterns

    Play 03 patterns — Deterministic AI patterns — temperature=0, structured output, grounding, citation, evaluation-driven reliability.

    instructions/deterministic-agent-patterns.instructions.md203 lines
    • reliability
    • security
    …
  • 📋 instructions

    deterministic-ai

    Determinism standards — temperature=0+seed, structured output, validation pipeline, grounding checks.

    instructions/deterministic-ai.instructions.md192 lines
    • reliability
    • responsible-ai
    …
  • 📋 instructions

    django-waf

    Django standards — models, views, URLs, ORM queries, and security middleware patterns.

    instructions/django-waf.instructions.md155 lines
    • security
    • reliability
    …
  • 📋 instructions

    docker-waf

    Dockerfile standards — multi-stage builds, non-root user, minimal base images, and security scanning.

    instructions/docker-waf.instructions.md198 lines
    • security
    • performance-efficiency
    …
  • 📋 instructions

    document-intelligence-patterns

    Play 06 patterns — Document processing patterns — AI Document Intelligence, table extraction, OCR confidence, structured output.

    instructions/document-intelligence-patterns.instructions.md266 lines
    • reliability
    • security
    …

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