INVOCA ESTA HABILIDAD cuando necesites aprobación humana en el bucle, middleware personalizado o salida estructurada. Cubre HumanInTheLoopMiddleware para aprobación humana de llamadas a herramientas peligrosas, creación de middleware personalizado con hooks, patrones de reanudación de comandos y salida estructurada con Pydantic/Zod.
Esta habilidad proporciona un conjunto de herramientas para que los agentes de IA implementen aprobación humana en el bucle (Human-in-the-Loop), middleware personalizado y salida estructurada al interactuar con modelos de lenguaje. Es especialmente útil para tareas que requieren supervisión humana en llamadas a herramientas peligrosas o sensibles, como eliminar archivos o ejecutar comandos costosos, evitando acciones no autorizadas. Además, permite construir middleware reutilizable con hooks, gestionar flujos de reanudación de comandos (Command resume) y forzar la salida estructurada de datos mediante validación con Pydantic (Python) o Zod (TypeScript). Compatible con la plataforma LangChain, esta habilidad simplifica la implementación de patrones avanzados de control y robustez en agentes autónomos, mejorando la seguridad y la confiabilidad de las interacciones.
npx skills add https://github.com/langchain-ai/langchain-skills/tree/main/skills/langchain-middlewareInstalled? Explore more Programación y desarrollo skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
INVOCA ESTA HABILIDAD cuando necesites aprobación humana en el bucle, middleware personalizado o salida estructurada. Cubre HumanInTheLoopMiddleware para aprobación humana de llamadas a herramientas peligrosas, creación de middleware personalizado con hooks, patrones de reanudación de comandos y salida estructurada con Pydantic/Zod.
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 at the START of any LangChain/LangGraph/Deep Agents project, before writing any agent code. Determines which framework layer is right for the task: LangChain, LangGraph, Deep Agents, or a combination. Must be consulted before other agent skills.
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 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.
Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.
Control Eight Sleep pods (status, temperature, alarms, schedules).
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Create, search, and manage Bear notes via grizzly CLI.
Capture frames or clips from RTSP/ONVIF cameras.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.