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OrchestKit v7.82.1 — 107 skills, 37 agents, 187 hooks · Claude Code 2.1.122+
OrchestKit
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AI & LLM Skills

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

AI & LLM Skills

12 skills for llm integration, rag, agent orchestration, mcp, embeddings.

SkillTypeComplexityDescription
Chain PatternsReferencemediumChain patterns for CC 2.1.71 pipelines — MCP detection, handoff files, checkpoint-resume, worktree agents, CronCreate...
LanggraphReferencehighLangGraph 1.x (LTS) workflow patterns for state management, routing, parallel execution, supervisor-worker, tool call...
Llm IntegrationReferencemediumLLM integration patterns for function calling, streaming responses, local inference with Ollama, and fine-tuning cust...
Mcp PatternsReferencehighMCP server building, advanced patterns, and security hardening. Use when building MCP servers, implementing tool hand...
Mcp Visual OutputReferencemediumInteractive MCP visual output via @json-render/mcp. Upgrade plain JSON tool responses to interactive dashboards rende...
Multimodal LlmReferencehighVision, audio, video generation, and multimodal LLM integration patterns. Use when processing images, transcribing au...
NotebooklmReferencemediumNotebookLM integration patterns for external RAG, research synthesis, studio content generation (audio, cinematic vid...
Rag RetrievalReferencehighRetrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, embedding docume...
React Server Components FrameworkReferencemediumUse when building Next.js 16+ apps with React Server Components. Covers App Router, Cache Components (replacing exper...
SetupCommandmediumPersonalized 8-phase onboarding wizard that scans the codebase, detects tech stack, recommends skills and MCP servers...
Storybook Mcp IntegrationReferencemediumStorybook MCP server integration for component-aware AI development. Covers 6 tools across 3 toolsets (dev, docs, tes...
Testing LlmReferencemediumLLM and AI testing patterns — mock responses, evaluation with DeepEval/RAGAS, structured output validation, and agent...
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