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moltflow

WhatsApp Business automation API for sessions, messaging, groups, labels, and webhooks. Use when: whatsapp, send message, create session, qr code, monitor group, label contacts, webhook.

Why use this skill?

Automate WhatsApp Business with MoltFlow. Manage sessions, send messages, monitor groups, and sync labels using this OpenClaw skill. Perfect for support bots.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/alex-tradequo/moltflow-core
Or

What This Skill Does

MoltFlow is a comprehensive WhatsApp Business automation API integrated directly into OpenClaw. It serves as a bridge between your AI agent and the WhatsApp ecosystem, allowing for seamless management of sessions, contacts, groups, and real-time message streams. By leveraging MoltFlow, your agent can automate customer service responses, monitor group activity, manage labels for CRM synchronization, and handle multi-device WhatsApp sessions programmatically via a stable REST API.

Installation

To integrate this skill, use the OpenClaw command-line interface. Run the following command in your terminal: clawhub install openclaw/skills/skills/alex-tradequo/moltflow-core After installation, ensure you have obtained your API key from the MoltFlow dashboard (https://molt.waiflow.app) and set it as an environment variable or secret within your OpenClaw agent configuration to authenticate your requests.

Use Cases

  • Automated Customer Support: Automatically reply to customer inquiries based on keywords or intent detected by the AI.
  • CRM Syncing: Organize customer communications by applying labels to chats and contacts directly from your dashboard.
  • Group Management: Monitor specific WhatsApp groups for new messages or broadcast updates to team members.
  • Lead Qualification: Use the session API to trigger welcome messages when a new lead scans a QR code to initiate a connection.
  • Real-time Monitoring: Set up webhook listeners to trigger custom AI workflows whenever a message arrives or a session status changes.

Example Prompts

  1. "Check the status of my current WhatsApp sessions and restart any that are currently in a failed state."
  2. "Send a follow-up message to the contact labeled 'Pending Lead' thanking them for their inquiry."
  3. "Start a new WhatsApp session and provide the QR code so I can link my business account."

Tips & Limitations

  • Session Management: Always check the status of your session before attempting to send messages. Use the /sessions/{id}/events SSE stream for the most responsive experience.
  • API Limits: Be mindful of WhatsApp's internal rate limits; while MoltFlow handles the infrastructure, excessive automated messaging can potentially lead to number flagging if patterns look like spam.
  • Security: Never hardcode your API key in scripts. Always use your agent's secure credential vault.
  • Status Workflow: Remember the lifecycle: stopped -> starting -> qr_code -> working. Do not attempt to send messages until the state reaches working.

Metadata

Stars1054
Views2
Updated2026-02-16
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-alex-tradequo-moltflow-core": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags(AI)

#whatsapp#messaging#automation#crm#api
Safety Score: 4/5

Flags: network-access, external-api

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