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Lobster

Automate multi-step workflows with approval checkpoints in OpenClaw.

23|10|Updated Feb 9, 2026
Search Tags:#workflow automation#workflow management#OpenClaw#multi-step execution#approval processes
One-click install
npx skills add https://github.com/deepgram/dglabs-deepclaw --skill lobster-deepgram
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Lobster
Source: https://github.com/deepgram/dglabs-deepclaw/tree/main/extensions/lobster
Command: npx skills add https://github.com/deepgram/dglabs-deepclaw --skill lobster-deepgram

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Lobster addresses the need for automated workflows that require human approval before executing certain actions.

Core Features & Use Cases

  • Multi-Step Workflows: Execute a series of actions with the ability to pause for human approval at any step.
  • Approval Checkpoints: Integrate with OpenClaw to pause workflows for review and approval before proceeding.
  • Use Case: Imagine you need to send a batch of emails that require review before sending. Lobster can automate the process, pausing for approval before each email is sent.

Quick Start

To run a workflow using Lobster, invoke the openclaw.invoke step with the desired pipeline and provide any necessary arguments.

Frequently Asked Questions about Lobster

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

FAQPage Schema
How do I add approval checkpoints to multi-step workflow automation?▼

Multi-step workflow automation with approval checkpoints pauses pipelines for human review before critical actions. You can define user-defined pipelines that halt execution until manual intervention approves the next step.

What is manual intervention in workflow management and when is it needed?▼

Manual intervention in workflow management pauses automated execution to require human review and approval. It is needed for processes like sending batch emails, where a reviewer must verify content before the workflow proceeds.

How do I run a multi-step workflow with approval processes in OpenClaw?▼

To run a multi-step workflow with approval processes in OpenClaw, invoke the openclaw.invoke step with your desired pipeline and provide any necessary arguments to execute and pause for approvals.

Can I pause multi-step execution for review at any step?▼

Yes, you can pause multi-step execution for review at any step within a user-defined pipeline. The workflow management system supports halting actions at any point to integrate manual approval checkpoints.

Does OpenClaw support user-defined pipelines for batch email approval processes?▼

OpenClaw supports user-defined pipelines for batch email approval processes by automating the sequence and pausing execution for human review before each email is sent, ensuring content verification.

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