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langflow-hitl-resume

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Pause Langflow for operator approval

Software Engineering#human-in-the-loop#workflow resume#postgres#gateway#hitl#chatwoot#langflow
Authoredupazogle
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps implement durable human-in-the-loop (HITL) pause and resume behavior for Langflow flows by coordinating the gateway, a Chatwoot handover queue, and persisted HITL state.

Core Features & Use Cases

  • Gateway-driven HITL durability: Converts a “pause point” in a Langflow run into a persisted hitl_items record with status tracking and an SLA deadline, then returns a usable response without truly blocking the original flow.
  • Session-based resume mechanism: Resumes execution using the same session_id in a second Langflow run so the model continues with preserved message history and the operator’s decision injected as the next input.
  • Operator decision handover via Chatwoot: Posts a structured handover packet to Chatwoot and resumes the flow via a webhook-backed gateway endpoint when the operator chooses an option.

Quick Start

Use the langflow-hitl-resume skill to pause a running Langflow flow at an operator decision gate, send the decision request to Chatwoot, and then resume the flow after the operator selects approve/decline/escalate.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: langflow-hitl-resume
Download link: https://github.com/edupazogle/agentic_cockpit/archive/main.zip#langflow-hitl-resume

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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