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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 1

    fai-play-21-reviewer

    Agentic RAG reviewer — retrieval autonomy audit, source selection review, iteration limit verification, citation accuracy check, and reflection quality assessment.

    agents/fai-play-21-reviewer.agent.md55 lines
    • reliability
    • responsible-ai
    …
  • 🤖 agentsused by 1

    fai-play-21-tuner

    Agentic RAG tuner — iteration depth config, source weight optimization, reflection threshold calibration, citation requirements, and per-query cost analysis.

    agents/fai-play-21-tuner.agent.md56 lines
    • cost-optimization
    • performance-efficiency
    …
  • 🤖 agentsused by 1

    fai-play-22-builder

    Swarm Orchestration builder — mesh/star/hierarchical agent topologies, supervisor task decomposition, agent specialization, shared memory via Cosmos DB, and conflict resolution.

    agents/fai-play-22-builder.agent.md45 lines
    • reliability
    • performance-efficiency
    • security
    …
  • 🤖 agentsused by 1

    fai-play-22-reviewer

    Swarm Orchestration reviewer — topology audit, supervisor logic review, agent specialization validation, shared memory consistency, and conflict resolution testing.

    agents/fai-play-22-reviewer.agent.md55 lines
    • reliability
    • security
    …
  • 🤖 agentsused by 1

    fai-play-22-tuner

    Swarm Orchestration tuner — topology selection, agent count optimization, consensus config, memory TTL calibration, and per-agent budget allocation.

    agents/fai-play-22-tuner.agent.md55 lines
    • cost-optimization
    • performance-efficiency
    …
  • 🤖 agentsused by 1

    fai-play-23-builder

    Browser Agent builder — Playwright MCP integration, GPT-4o Vision page navigation, multi-step web task automation, form filling, data extraction, and domain-restricted browsing.

    agents/fai-play-23-builder.agent.md56 lines
    • security
    • reliability
    …
  • 🤖 agentsused by 1

    fai-play-23-reviewer

    Browser Agent reviewer — domain allowlist verification, vision accuracy testing, credential security audit, error recovery review, and task completion validation.

    agents/fai-play-23-reviewer.agent.md55 lines
    • security
    • responsible-ai
    …
  • 🤖 agentsused by 1

    fai-play-23-tuner

    Browser Agent tuner — screenshot resolution config, timeout calibration, retry strategy, domain allowlist management, and vision cost optimization.

    agents/fai-play-23-tuner.agent.md55 lines
    • cost-optimization
    • performance-efficiency
    …
  • 🤖 agentsused by 1

    fai-postgresql-expert

    PostgreSQL specialist — pgvector for embedding storage, HNSW/IVFFlat indexes, query optimization with EXPLAIN ANALYZE, connection pooling (PgBouncer), partitioning, and RAG vector store patterns.

    agents/fai-postgresql-expert.agent.md140 lines
    • performance-efficiency
    • reliability
    …
  • 🤖 agentsused by 1

    fai-power-bi-expert

    Power BI specialist — star schema data modeling, DAX formulas, report design, DirectQuery vs Import, AI-powered analytics with Azure OpenAI integration, and performance optimization.

    agents/fai-power-bi-expert.agent.md117 lines
    • performance-efficiency
    • cost-optimization
    …
  • 🤖 agentsused by 1

    fai-qwik-expert

    Qwik framework specialist — resumability (zero hydration), lazy loading, QwikCity routing, Island architecture, and instant-on AI-powered web applications.

    agents/fai-qwik-expert.agent.md107 lines
    • performance-efficiency
    • cost-optimization
    …
  • 🤖 agentsused by 1

    fai-remix-expert

    Remix framework specialist — nested routing, loaders/actions, progressive enhancement, streaming SSR, error boundaries, and AI-integrated full-stack patterns.

    agents/fai-remix-expert.agent.md140 lines
    • performance-efficiency
    • reliability
    …
  • 🤖 agentsused by 1

    fai-ruby-expert

    Ruby 3.3+ specialist — pattern matching, Ractor concurrency, block DSL patterns, Rails 8, RuboCop standards, and AI API integration with httprb and ActiveJob.

    agents/fai-ruby-expert.agent.md106 lines
    • reliability
    • operational-excellence
    …
  • 🤖 agentsused by 1

    fai-ruby-mcp-expert

    Ruby MCP server specialist — mcp-rb gem, block DSL tool definitions, Rails integration, idiomatic Ruby patterns, and stdio transport for AI tool development.

    agents/fai-ruby-mcp-expert.agent.md116 lines
    • reliability
    …
  • 🤖 agentsused by 1

    fai-rust-mcp-expert

    Rust MCP server specialist — rmcp SDK, tokio async handlers, proc macro tool registration, serde for schemas, and ultra-high-performance MCP tool serving.

    agents/fai-rust-mcp-expert.agent.md141 lines
    • performance-efficiency
    • security
    …
  • 🤖 agentsused by 1

    fai-salesforce-expert

    Salesforce specialist — Apex development, Lightning Web Components, Flow automation, Einstein AI, and enterprise CRM integration patterns with Azure OpenAI.

    agents/fai-salesforce-expert.agent.md120 lines
    • reliability
    • security
    …
  • 🤖 agentsused by 1

    fai-seo-expert

    SEO specialist — structured data (JSON-LD), Core Web Vitals optimization, AI-generated content SEO, meta tags, sitemap generation, and search engine visibility for AI-powered applications.

    agents/fai-seo-expert.agent.md121 lines
    • performance-efficiency
    • operational-excellence
    …
  • 🤖 agentsused by 1

    fai-solid-expert

    SolidJS specialist — fine-grained reactivity with signals, stores, createResource for AI data fetching, SolidStart SSR, and high-performance UI patterns.

    agents/fai-solid-expert.agent.md136 lines
    • performance-efficiency
    • reliability
    …
  • 🤖 agentsused by 1

    fai-sql-server-expert

    SQL Server specialist — on-premises SQL Server, Always On Availability Groups, query optimization with EXPLAIN, and structured data integration for AI pipelines (distinct from Azure SQL).

    agents/fai-sql-server-expert.agent.md115 lines
    • reliability
    • performance-efficiency
    …
  • 🤖 agentsused by 1

    fai-supabase-expert

    Supabase specialist — pgvector for AI embeddings, real-time subscriptions, Edge Functions (Deno), Row Level Security, Storage for documents, and Auth for user management in AI applications.

    agents/fai-supabase-expert.agent.md159 lines
    • reliability
    • security
    …
  • 🤖 agentsused by 1

    fai-svelte-expert

    Svelte 5 specialist — runes ($state, $derived, $effect), SvelteKit routing, server load functions, streaming SSR, and minimal-bundle AI chat interfaces.

    agents/fai-svelte-expert.agent.md148 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
    …
  • 🤖 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 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
    …

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