Configure human-in-the-loop approval middleware for LangChain agents.
npx skills add https://github.com/lguibr/fh --skill langchain-middleware-lguibr
Please help me install this Agent Skill. Skill: langchain-middleware Source: https://github.com/lguibr/fh/tree/main/.agents/skills/langchain-middleware Command: npx skills add https://github.com/lguibr/fh --skill langchain-middleware-lguibr
LangChain agents often require guarded decision points to prevent dangerous tool usage; this skill provides a structured HITL middleware framework and hooks to manage human approvals and output shaping.
Configure an agent with HITL middleware (and a MemorySaver checkpointer), then run an interrupt/resume workflow.
High-intent search queries and answers about installing and using this skill.
Add human-in-the-loop approval to LangChain agents by configuring HumanInTheLoopMiddleware to pause execution before dangerous tool calls, collect human decisions, and resume the workflow using command patterns.
LangChain middleware hooks intercept and modify tool or model behavior during agent execution. Supported configurable hooks include wrap_tool_call, before_model, and after_agent to shape inputs and outputs dynamically.
Resume a LangChain agent workflow after a human decision by using command resume patterns, which continue execution from the interruption point while supporting argument edits and human feedback integration.
Yes, human-in-the-loop middleware requires a checkpointer for persistence and thread_id tracking to maintain robust auditability and state management across interruption and resume cycles.
Yes, you can apply per-tool human approval policies in LangChain workflows to enforce guarded decision points and prevent dangerous tool usage on specific tools within the same agent.
Yes, this human-in-the-loop LangChain middleware works with TypeScript and Python, providing language-agnostic examples that illustrate integration with common LangChain tooling.
daniel-dihardjaPause LangChain agent tool calls for human approval via middleware.
asklokeshPause autonomous tasks after configurable actions for human approval.
lacetoPause LangChain agents before dangerous tool calls for human approval.
Harmeet10000Orchestrate human approval for LangChain tool calls and structured outputs.
