---
title: "AI & LLM Skills"
description: "LLM integration, RAG, agent orchestration, MCP, embeddings."
canonical: "https://orchestkit.yonyon.ai/docs/skills/by-category/ai-llm"
---

# AI & LLM Skills

LLM integration, RAG, agent orchestration, MCP, embeddings.

# AI & LLM Skills

**11 skills** for llm integration, rag, agent orchestration, mcp, embeddings.

| Skill | Type | Complexity | Description |
|-------|------|------------|-------------|
| [Chain Patterns](/docs/reference/skills/chain-patterns) | Reference | medium | Chain patterns for multi-phase pipelines: MCP detection, handoff files, checkpoint-resume, worktree agents, CronCreat... |
| [Langgraph](/docs/reference/skills/langgraph) | Reference | high | LangGraph 1.x (LTS) Python workflow patterns for state management, delta channels, resilience (node timeouts, error h... |
| [Llm Integration](/docs/reference/skills/llm-integration) | Reference | medium | LLM integration patterns for function calling, streaming responses, local inference with Ollama, and fine-tuning cust... |
| [Mcp Patterns](/docs/reference/skills/mcp-patterns) | Reference | high | MCP server building, advanced patterns, and security hardening. Use when building MCP servers, implementing tool hand... |
| [Mcp Visual Output](/docs/reference/skills/mcp-visual-output) | Reference | medium | Interactive MCP visual output via @json-render/mcp: upgrade plain JSON tool responses to dashboards rendered in sandb... |
| [Multimodal Llm](/docs/reference/skills/multimodal-llm) | Reference | high | Vision, audio, video generation, and multimodal LLM integration patterns. Use when processing images, transcribing au... |
| [Rag Retrieval](/docs/reference/skills/rag-retrieval) | Reference | high | Retrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, embedding docume... |
| [React Server Components Framework](/docs/reference/skills/react-server-components-framework) | Reference | medium | Use when building Next.js 16+ apps with React Server Components. Covers App Router, Cache Components (replacing exper... |
| [Setup](/docs/reference/skills/setup) | Command | medium | Personalized 7-phase onboarding wizard that scans the codebase, detects tech stack, recommends skills and MCP servers... |
| [Storybook Mcp Integration](/docs/reference/skills/storybook-mcp-integration) | Reference | medium | Reference for the Storybook MCP server itself (@storybook/addon-mcp): 6 tools across 3 toolsets (dev, docs, testing),... |
| [Testing Llm](/docs/reference/skills/testing-llm) | Reference | medium | LLM and AI testing patterns — mock responses, evaluation with DeepEval/RAGAS, structured output validation, and agent... |

## Related Agents

- [Llm Integrator](/docs/reference/agents/llm-integrator)
- [Multimodal Specialist](/docs/reference/agents/multimodal-specialist)