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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

    fine-tuning-data

    Fine-tuning data standards — JSONL format, quality validation, class balance, edge case inclusion.

    instructions/fine-tuning-data.instructions.md224 lines
    • reliability
    • operational-excellence
    …
  • 📋 instructions

    fine-tuning-workflow-patterns

    Play 13 patterns — Fine-tuning patterns — JSONL data prep, LoRA config, eval metrics, A/B comparison, model versioning.

    instructions/fine-tuning-workflow-patterns.instructions.md238 lines
    • reliability
    • security
    …
  • 📋 instructions

    flask-waf

    Flask standards — blueprints, app factory, SQLAlchemy, and production configuration patterns.

    instructions/flask-waf.instructions.md204 lines
    • security
    • reliability
    …
  • 📋 instructions

    genai-foundations

    GenAI foundations coding — token counting, model parameter configuration, inference optimization.

    instructions/genai-foundations.instructions.md151 lines
    • performance-efficiency
    • cost-optimization
    …
  • 📋 instructions

    github-actions-waf

    GitHub Actions CI/CD standards — SHA-pinned actions, minimal permissions, secrets handling, and reusable workflows.

    instructions/github-actions-waf.instructions.md151 lines
    • security
    • operational-excellence
    …
  • 📋 instructions

    go-mcp-development

    Go MCP server development — go-sdk/mcp, struct-based I/O, context handling.

    instructions/go-mcp-development.instructions.md242 lines
    • performance-efficiency
    • reliability
    …
  • 📋 instructions

    go-waf

    Go coding standards — idiomatic Go, return early, error handling, goroutines, and minimal dependency patterns.

    instructions/go-waf.instructions.md145 lines
    • reliability
    • performance-efficiency
    …
  • 📋 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

    graphql-waf

    GraphQL standards — schema design, resolvers, DataLoader, error handling.

    instructions/graphql-waf.instructions.md244 lines
    • reliability
    • performance-efficiency
    …
  • 📋 instructions

    grpc-waf

    gRPC standards — protobuf design, streaming, error codes, health checking.

    instructions/grpc-waf.instructions.md212 lines
    • performance-efficiency
    • reliability
    …
  • 📋 instructions

    html-css-waf

    HTML/CSS standards — semantic HTML, accessibility, 60-30-10 color rule, and responsive design.

    instructions/html-css-waf.instructions.md151 lines
    • responsible-ai
    • performance-efficiency
    …
  • 📋 instructions

    it-ticket-resolution-patterns

    Play 05 patterns — IT ticket patterns — intent classification, knowledge base search, automated resolution, escalation rules.

    instructions/it-ticket-resolution-patterns.instructions.md249 lines
    • reliability
    • security
    …
  • 📋 instructions

    java-mcp-development

    Java MCP server development — official SDK, reactive streams, Spring Boot integration.

    instructions/java-mcp-development.instructions.md220 lines
    • reliability
    • security
    …
  • 📋 instructions

    java-waf

    Java coding standards — constructor injection, immutable objects, streams API, JUnit 5, and Spring Boot patterns.

    instructions/java-waf.instructions.md264 lines
    • reliability
    • security
    • operational-excellence
    …
  • 📋 instructions

    kotlin-mcp-development

    Kotlin MCP server development — coroutines, data classes, Ktor, and Gradle patterns.

    instructions/kotlin-mcp-development.instructions.md223 lines
    • performance-efficiency
    • reliability
    …
  • 📋 instructions

    kotlin-waf

    Kotlin coding standards — coroutines, data classes, null safety, extension functions, and Gradle build patterns.

    instructions/kotlin-waf.instructions.md206 lines
    • performance-efficiency
    • reliability
    …
  • 📋 instructions

    kubernetes-waf

    Kubernetes standards — pod security, resource limits, health probes, and production deployment patterns.

    instructions/kubernetes-waf.instructions.md341 lines
    • security
    • reliability
    • performance-efficiency
    …
  • 📋 instructions

    laravel-waf

    Laravel standards — Eloquent, Blade, Artisan, queue workers, and security.

    instructions/laravel-waf.instructions.md287 lines
    • reliability
    • security
    …
  • 📋 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

    localization-waf

    Localization standards — i18n key management, RTL support, pluralization, date/number formatting.

    instructions/localization-waf.instructions.md229 lines
    • responsible-ai
    • operational-excellence
    …
  • 📋 instructions

    markdown-waf

    Markdown standards — CommonMark, GFM, accessibility, heading hierarchy, and structured documentation.

    instructions/markdown-waf.instructions.md227 lines
    • operational-excellence
    …
  • 📋 instructions

    maui-waf

    MAUI standards — cross-platform, MVVM, dependency injection, platform-specific.

    instructions/maui-waf.instructions.md301 lines
    • reliability
    • performance-efficiency
    …
  • 📋 instructions

    mcp-integration-patterns

    MCP integration patterns — tool description quality, parameter design, error handling, transport selection.

    instructions/mcp-integration-patterns.instructions.md184 lines
    • reliability
    • security
    …
  • 📋 instructions

    memory-bank-waf

    Persistent project documentation standards — maintain context across AI sessions with structured memory files.

    instructions/memory-bank-waf.instructions.md164 lines
    • operational-excellence
    …

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