Lobster

Automate multi-step workflows with approval checkpoints in OpenClaw.

23|10|Updated Feb 9, 2026
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.