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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345 of 847 primitivesClear filters

⚡ 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
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⚡ 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
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⚡ skills
fai-load-test-ai-endpoint
Load test an AI endpoint with k6/Locust for p95 latency and error rates
skills/fai-load-test-ai-endpoint269 lines
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⚡ 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
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⚡ skills
fai-managed-identity-setup
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skills/fai-managed-identity-setup103 lines
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⚡ skills
fai-manifest-create
Create or update fai-manifest.json with solution play context, primitive wiring, and guardrails thresholds.
skills/fai-manifest-create213 lines
- Operational Excellence
- Security
- Responsible AI
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⚡ 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
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⚡ skills
fai-mcp-csharp-scaffold
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skills/fai-mcp-csharp-scaffold116 lines
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⚡ skills
fai-mcp-go-scaffold
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skills/fai-mcp-go-scaffold101 lines
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⚡ skills
fai-mcp-java-scaffold
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skills/fai-mcp-java-scaffold110 lines
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⚡ skills
fai-mcp-kotlin-scaffold
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skills/fai-mcp-kotlin-scaffold103 lines
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⚡ skills
fai-mcp-php-scaffold
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skills/fai-mcp-php-scaffold107 lines
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⚡ 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
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⚡ 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
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⚡ skillsused by 1
fai-mcp-ruby-scaffold
Scaffold a Ruby MCP server using the official SDK with tool handlers, resource capabilities, and error handling.
skills/fai-mcp-ruby-scaffold162 lines
- Reliability
- Security
- Operational Excellence
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⚡ 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
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⚡ skillsused by 1
fai-mcp-swift-scaffold
Generate a Swift MCP server for macOS/iOS with type-safe tool definitions, Codable serialization, and native integration.
skills/fai-mcp-swift-scaffold162 lines
- Performance Efficiency
- Reliability
- Security
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⚡ skills
fai-mcp-typescript-generator
No description.
skills/fai-mcp-typescript-generator161 lines
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⚡ skills
fai-mcp-typescript-scaffold
No description.
skills/fai-mcp-typescript-scaffold167 lines
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⚡ skills
fai-mermaid-generator
Generates Mermaid diagrams (flowcharts, sequence, Gantt) from natural language.
skills/fai-mermaid-generator156 lines
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⚡ skills
fai-model-comparison-benchmark
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skills/fai-model-comparison-benchmark125 lines
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⚡ skills
fai-model-recommendation
No description.
skills/fai-model-recommendation158 lines
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⚡ skills
fai-mstest-test
No description.
skills/fai-mstest-test161 lines
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⚡ skills
fai-multi-model-routing
Implement model routing logic: cheap model for simple, capable for complex tasks
skills/fai-multi-model-routing271 lines
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