INVOCA ESTA HABILIDAD al INICIO de cualquier proyecto de LangChain/LangGraph/Deep Agents, antes de escribir código de agente. Determina qué capa del framework es adecuada para la tarea: LangChain, LangGraph, Deep Agents o una combinación. Debe consultarse antes que otras habilidades de agente.
Esta habilidad es esencial para desarrolladores que trabajan con LangChain, LangGraph o Deep Agents. Su propósito es guiar la selección del framework correcto al iniciar un proyecto, evitando errores costosos de arquitectura y garantizando que se utilice la capa más adecuada: LangChain para cadenas generales, LangGraph para flujos de trabajo basados en grafos, Deep Agents para agentes complejos o una combinación de ellos. Se invoca antes de cualquier otra habilidad de agente, proporcionando una base sólida para el desarrollo. Es compatible con los ecosistemas de LangChain y Deep Agents, y se integra directamente con las herramientas de planificación del proyecto para optimizar la elección del framework según los requisitos específicos.
npx skills add https://github.com/langchain-ai/langchain-skills/tree/main/skills/framework-selectionInstalled? Explore more Productividad y colaboración skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →
INVOCA ESTA HABILIDAD al INICIO de cualquier proyecto de LangChain/LangGraph/Deep Agents, antes de escribir código de agente. Determina qué capa del framework es adecuada para la tarea: LangChain, LangGraph, Deep Agents o una combinación. Debe consultarse antes que otras habilidades de agente.
This repo contains 11 individual skills — each has its own dedicated page.
INVOKE THIS SKILL when building ANY Deep Agents application. Covers create_deep_agent(), harness architecture, SKILL.md format, and configuration options.
INVOKE THIS SKILL when your Deep Agent needs memory, persistence, or filesystem access. Covers StateBackend (ephemeral), StoreBackend (persistent), FilesystemMiddleware, and CompositeBackend for routing.
INVOKE THIS SKILL when using subagents, task planning, or human approval in Deep Agents. Covers SubAgentMiddleware, TodoList for planning, and HITL interrupts.
INVOKE THIS SKILL when setting up a new project or when asked about package versions, installation, or dependency management for LangChain, LangGraph, LangSmith, or Deep Agents. Covers required packages, minimum versions, environment requirements, versioning best practices, and common community tool packages for both Python and TypeScript.
Create LangChain agents with create_agent, define tools, and use middleware for human-in-the-loop and error handling.
INVOKE THIS SKILL when you need human-in-the-loop approval, custom middleware, or structured output. Covers HumanInTheLoopMiddleware for human approval of dangerous tool calls, creating custom middleware with hooks, Command resume patterns, and structured output with Pydantic/Zod.
INVOKE THIS SKILL when building ANY retrieval-augmented generation (RAG) system. Covers document loaders, RecursiveCharacterTextSplitter, embeddings (OpenAI), and vector stores (Chroma, FAISS, Pinecone).
INVOKE THIS SKILL when writing ANY LangGraph code. Covers StateGraph, state schemas, nodes, edges, Command, Send, invoke, streaming, and error handling.
INVOKE THIS SKILL when implementing human-in-the-loop patterns, pausing for approval, or handling errors in LangGraph. Covers interrupt(), Command(resume=...), approval/validation workflows, and the 4-tier error handling strategy.
INVOKE THIS SKILL when your LangGraph needs to persist state, remember conversations, travel through history, or configure subgraph checkpointer scoping. Covers checkpointers, thread_id, time travel, Store, and subgraph persistence modes.
Dispatches many independent items in parallel: create a table, fan out to subagents, aggregate results. One row = one unit of work.
Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.
Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.
Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.