chatwoot

Integrate Chatwoot 4.x human-in-the-loop approvals into Langflow runs.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/edupazogle/agentic_cockpit --skill chatwoot-edupazogle
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: chatwoot
Source: https://github.com/edupazogle/agentic_cockpit/tree/main/.agents/skills/chatwoot
Command: npx skills add https://github.com/edupazogle/agentic_cockpit --skill chatwoot-edupazogle

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the problem of safely routing critical agent decisions to a human operator and then resuming the automated workflow with the operator’s selected outcome.

Core Features & Use Cases

  • HITL handover packets in Chatwoot: Creates private, markdown handover notes that operators can act on without exposing internal reasoning to customers.
  • Operator decision → gateway → Langflow resume: Validates Chatwoot webhooks, maps the conversation to the correct run/session, and resumes the correct Langflow run with the decision payload.
  • Audit-ready context retrieval: Reads conversation state for audit-log entries and preserves decision metadata for traceability.

Quick Start

Use the chatwoot skill to configure a reserve, payment, or escalation gate so the flow pauses for operator approval and then resumes automatically when the operator posts a decision back in Chatwoot.

Frequently Asked Questions about chatwoot

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I add human in the loop approvals to Langflow agent flows?

To add human in the loop approvals to Langflow, this skill pauses automated runs for operator decisions via Chatwoot and resumes execution automatically when operators post their decision webhook payload.

How does webhook HMAC validation work for Chatwoot operator decisions?

Webhook HMAC validation for Chatwoot operator decisions secures the integration by verifying the cryptographic signature over the raw webhook body before resuming the corresponding Langflow run.

Can I keep internal agent reasoning hidden from customers during a Chatwoot handover?

Yes, you can keep internal reasoning hidden from customers during a Chatwoot handover by creating private markdown handover notes that operators review without exposing internal agent logic to the customer.

How do I track SLA deadlines for reservation and payment escalation gates?

You track SLA deadlines for reservation and payment escalation gates by patching custom attributes like claim_id and sla_deadline into the conversation state to render an accurate SLA countdown.

Does the Chatwoot human in the loop integration support audit trails for decision gates?

Yes, the Chatwoot human in the loop integration supports audit trails by reading conversation state for audit log entries and preserving decision metadata for traceability across the workflow.