langgraph-hitl

在 LangGraph 工作流中引入“人机协同”机制，设置审批与干预节点。

SKILL.md

--- frontmatter

name: langgraph-hitl
description: Human-in-the-loop integration for LangGraph workflows with approval and intervention points
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LangGraph Human-in-the-Loop Skill

Capabilities

•Implement interrupt points in LangGraph workflows
•Configure human approval gates
•Design intervention interfaces
•Handle workflow resumption after human input
•Implement timeout and escalation logic
•Create notification systems for pending approvals

Target Processes

•langgraph-workflow-design
•tool-safety-validation

Implementation Details

HITL Patterns

•Interrupt Before: Pause before node execution
•Interrupt After: Pause after node for review
•Conditional Interrupt: Context-based pausing
•Tool Call Approval: Review tool invocations

Configuration Options

•Interrupt node selection
•Approval timeout settings
•Escalation paths
•Notification channels
•State modification permissions

Best Practices

•Clear approval prompts
•Reasonable timeout defaults
•Proper escalation chains
•Audit logging for approvals

Dependencies

•langgraph
•langgraph-checkpoint (for persistence)