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.
Filter
115 of 847 primitivesClear filters
- 🤖 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 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 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 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 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
… - ⚡ skillsused by 3
fai-langchain-integration
Integrate LangChain with Azure OpenAI, semantic search, RAG chains, memory systems, and production tooling.
skills/fai-langchain-integration362 lines- Reliability
- Performance Efficiency
- Cost Optimization
- Operational Excellence
… - ⚡ skillsused by 3
fai-llms-txt-generator
Generate LLMS.txt file from codebase structure to help LLMs understand repository context and conventions.
skills/fai-llms-txt-generator158 lines- Operational Excellence
- Cost Optimization
… - ⚡ skillsused by 2
fai-make-repo-contribution
Guide through creating a complete, production-ready contribution to an open-source repository with testing, documentation, and review readiness.
skills/fai-make-repo-contribution158 lines- Operational Excellence
- Security
- Reliability
… - ⚡ skillsused by 2
fai-mcp-csharp-generator
Scaffold a production-ready C#/.NET MCP server with ModelContextProtocol NuGet, dependency injection, async tools, and Azure Managed Identity.
skills/fai-mcp-csharp-generator129 lines- Security
- Reliability
- Operational Excellence
- Performance Efficiency
… - ⚡ skillsused by 3
fai-mcp-python-generator
Scaffold a production-ready Python MCP server with FastMCP decorators, async tools, structured outputs, and Azure integration.
skills/fai-mcp-python-generator162 lines- Security
- Reliability
- Performance Efficiency
- Operational Excellence
… - ⚡ skillsused by 2
fai-mcp-python-scaffold
Generate a project skeleton for Python MCP servers with FastMCP, async tools, testing harness, and Docker deployment.
skills/fai-mcp-python-scaffold162 lines- Security
- Reliability
- Operational Excellence
- Performance Efficiency
… - ⚡ skillsused by 2
fai-mcp-rust-scaffold
Build a high-performance Rust MCP server with async tokio runtime, type-safe tool handlers, and zero-copy serialization.
skills/fai-mcp-rust-scaffold162 lines- Performance Efficiency
- Reliability
- Security
- Cost Optimization
… - ⚡ skillsused by 2
fai-playwright-dotnet-test
Generate C# Playwright tests with page objects, fixtures, visual regression, and parallel test runners.
skills/fai-playwright-dotnet-test162 lines- Reliability
- Operational Excellence
…