human-in-loop-agents

Installation
SKILL.md

Human-in-the-Loop Agents

Build agents that know when to stop and ask for human judgment.

Why Human-in-the-Loop?

Critical for:

  • High-stakes actions: Financial transactions, data deletion
  • Compliance: Audit requirements, approval workflows
  • Quality control: Review before publishing, sending
  • Edge cases: When agent confidence is low
  • Trust building: Users control what agents do

Core Patterns

Pattern 1: Interrupt Before Action

from langgraph.graph import StateGraph, END
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Feb 5, 2026