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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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  • 🤖 agentsused by 2

    fai-swift-expert

    Swift specialist — structured concurrency (async/await, TaskGroup, actors), SwiftUI, Codable, and Apple platform AI integration with on-device Core ML and cloud Azure OpenAI.

    agents/fai-swift-expert.agent.md152 lines
    • performance-efficiency
    • reliability
    …
  • 🤖 agentsused by 1

    fai-swift-mcp-expert

    Swift MCP server specialist — actors for concurrency, Codable for JSON Schema, async/await handlers, and Apple platform MCP tool development.

    agents/fai-swift-mcp-expert.agent.md107 lines
    • reliability
    • performance-efficiency
    …
  • 🤖 agents

    fai-tdd-green

    TDD Green phase specialist — writes the minimal implementation to make failing tests pass, no more and no less. Follows the Red-Green-Refactor cycle.

    agents/fai-tdd-green.agent.md99 lines
    • reliability
    …
  • 🤖 agents

    fai-tdd-red

    TDD Red phase specialist — writes failing tests from requirements before any implementation. Covers happy path, error cases, edge cases, and AI-specific test scenarios.

    agents/fai-tdd-red.agent.md156 lines
    • reliability
    …
  • 🤖 agents

    fai-tdd-refactor

    TDD Refactor phase specialist — improves code quality while keeping ALL tests green. Applies extract method, reduce complexity, improve naming, and design pattern introduction.

    agents/fai-tdd-refactor.agent.md130 lines
    • reliability
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-teams-expert

    Microsoft Teams integration specialist — Adaptive Cards, Bot Framework SDK, Graph API for channels/chats/meetings, AI-powered meeting summarization, and action item extraction.

    agents/fai-teams-expert.agent.md141 lines
    • operational-excellence
    • security
    …
  • 🤖 agentsused by 2

    fai-tech-debt-analyst

    Tech debt analyst — identifies, quantifies, and prioritizes technical debt with cost-of-delay analysis, remediation plans, and sprint allocation recommendations.

    agents/fai-tech-debt-analyst.agent.md124 lines
    • operational-excellence
    • reliability
    …
  • 🤖 agentsused by 1

    fai-technical-writer

    Technical documentation specialist — Diátaxis framework (tutorials/how-to/reference/explanation), API documentation, architecture docs, Mermaid diagrams, and README standards for AI systems.

    agents/fai-technical-writer.agent.md189 lines
    • operational-excellence
    …
  • 🤖 agentsused by 2

    fai-temporal-expert

    Temporal workflow orchestration specialist — durable execution, saga patterns, long-running AI workflows, activity retry policies, timeouts, and distributed task scheduling.

    agents/fai-temporal-expert.agent.md168 lines
    • reliability
    • operational-excellence
    …
  • 🤖 agentsused by 1

    fai-terraform-expert

    Terraform specialist — Azure provider, state management, module design, plan/apply workflow, drift detection, and multi-environment infrastructure deployment.

    agents/fai-terraform-expert.agent.md157 lines
    • operational-excellence
    • reliability
    • security
    …
  • 🤖 agentsused by 1

    fai-test-generator

    Test generation specialist — creates unit, integration, and E2E tests across Python (pytest), TypeScript (vitest), C# (xUnit), with AI-specific test patterns (groundedness, safety, streaming).

    agents/fai-test-generator.agent.md153 lines
    • reliability
    …
  • 🤖 agentsused by 1

    fai-test-planner

    Test planning specialist — designs test strategy, identifies coverage gaps, prioritizes test types (unit/integration/E2E/AI eval), and creates test plans with risk-based prioritization.

    agents/fai-test-planner.agent.md118 lines
    • reliability
    • operational-excellence
    …
  • 🤖 agentsused by 1

    fai-test-runner

    Test execution specialist — runs test suites, interprets results, identifies flaky tests, diagnoses failures, and reports coverage with actionable recommendations.

    agents/fai-test-runner.agent.md116 lines
    • reliability
    • operational-excellence
    …
  • 🤖 agentsused by 1

    fai-turso-expert

    Turso specialist — libSQL (SQLite fork), edge replication, embedded vector search, multi-tenant databases, and low-latency AI data patterns.

    agents/fai-turso-expert.agent.md125 lines
    • performance-efficiency
    • cost-optimization
    …
  • 🤖 agentsused by 2

    fai-typescript-expert

    TypeScript/Node.js specialist — strict mode, Zod validation, ESM modules, Vitest testing, Azure SDK integration, async patterns, and production-ready AI application development.

    agents/fai-typescript-expert.agent.md143 lines
    • security
    • reliability
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-typescript-mcp-expert

    TypeScript MCP server specialist — @modelcontextprotocol/sdk, McpServer class, Zod schema validation, async tool handlers, stdio/SSE transport, and npm distribution.

    agents/fai-typescript-mcp-expert.agent.md150 lines
    • security
    • reliability
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-ux-designer

    AI UX designer — conversation design patterns, chatbot interaction flows, AI disclosure/transparency, loading states for streaming, confidence display, and accessibility for AI interfaces.

    agents/fai-ux-designer.agent.md150 lines
    • responsible-ai
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-vector-database-expert

    Vector database specialist — HNSW vs IVFFlat index selection, embedding storage with Qdrant/Pinecone/pgvector/Azure AI Search, similarity metrics, and performance tuning for RAG retrieval.

    agents/fai-vector-database-expert.agent.md158 lines
    • performance-efficiency
    • reliability
    …
  • 🤖 agentsused by 2

    fai-vercel-expert

    Vercel specialist — AI SDK (streaming useChat/useCompletion), Edge Functions, Next.js deployment, KV/Blob/Postgres storage, and serverless AI application patterns.

    agents/fai-vercel-expert.agent.md159 lines
    • performance-efficiency
    • operational-excellence
    …
  • 🤖 agentsused by 1

    fai-vue-expert

    Vue.js 3 specialist — Composition API with script setup, Pinia state management, Nuxt 3 SSR/SSG, reactive streaming for AI chat, and TypeScript-first component patterns.

    agents/fai-vue-expert.agent.md154 lines
    • performance-efficiency
    • reliability
    …
  • 🤖 agentsused by 2

    fai-wandb-expert

    Weights & Biases specialist — experiment tracking, model versioning, hyperparameter sweeps, prompt tracing, evaluation dashboards, and LLM fine-tuning monitoring.

    agents/fai-wandb-expert.agent.md152 lines
    • operational-excellence
    • performance-efficiency
    …
  • 🤖 agentsused by 2

    fai-wasm-expert

    WebAssembly specialist — WASI preview 2, Component Model, edge AI inference with Spin/Fermyon, Wasmtime runtime, and portable, sandboxed AI model execution.

    agents/fai-wasm-expert.agent.md143 lines
    • performance-efficiency
    • security
    …
  • 🔌 pluginsused by 1

    agentic-rag

    Autonomous RAG where the AI agent controls retrieval — decides when to search, which sources to query, iterates on results.

    plugins/agentic-rag
    …
  • 🔌 plugins

    ai-evaluation-suite

    AI Evaluation Suite — groundedness, coherence, relevance, fluency, and safety scoring. Build evaluation pipelines with Azure AI Evaluation SDK.

    plugins/ai-evaluation-suite
    …

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