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
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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
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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
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copilot-extensibility
Copilot extensibility — Graph connectors, plugin manifest, action design, M365 integration patterns.
instructions/copilot-extensibility.instructions.md237 lines- operational-excellence
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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
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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
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- cost-optimization
- operational-excellence
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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
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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
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- cost-optimization
- operational-excellence
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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
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- cost-optimization
- operational-excellence
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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
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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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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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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
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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
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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
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- performance-efficiency
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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
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dataverse-waf
Dataverse SDK standards — entity operations, metadata, batch requests, and Power Platform integration.
instructions/dataverse-waf.instructions.md186 lines- reliability
- operational-excellence
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debian-waf
Debian/Ubuntu administration standards — apt, systemd, UFW firewall, and server hardening.
instructions/debian-waf.instructions.md199 lines- reliability
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design-patterns-waf
OOP design patterns — interface segregation, composition over inheritance, and SOLID principles.
instructions/design-patterns-waf.instructions.md165 lines- reliability
- operational-excellence
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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
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deterministic-ai
Determinism standards — temperature=0+seed, structured output, validation pipeline, grounding checks.
instructions/deterministic-ai.instructions.md192 lines- reliability
- responsible-ai
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django-waf
Django standards — models, views, URLs, ORM queries, and security middleware patterns.
instructions/django-waf.instructions.md155 lines- security
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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
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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
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