Lobster Workflow

Execute typed JSON-first Lobster workflows with approval checkpoints.

307|86|Updated Feb 12, 2026

Search Tags:#automation #workflow #task management #pipeline #approval #lobster

Ready to run

npx skills add https://github.com/johnson7788/MultiUserClaw --skill lobster-workflow-johnson7788

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Lobster Workflow
Source: https://github.com/johnson7788/MultiUserClaw/tree/main/openclaw/extensions/lobster
Command: npx skills add https://github.com/johnson7788/MultiUserClaw --skill lobster-workflow-johnson7788

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates multi-step processes that require human oversight or repeatable actions, streamlining complex operations and ensuring accuracy.

Core Features & Use Cases

Repeatable Automation: Design and execute multi-step workflows for tasks like triaging emails or monitoring changes.
Approval Checkpoints: Integrate human approval steps into automated processes, preventing unintended actions.
Use Case: Set up a workflow to automatically triage incoming emails, categorize them, and then prompt for approval before sending any replies.

Quick Start

Run the 'gog.gmail.search --query 'newer_than:1d' --max 20 | email.triage' pipeline.

Frequently Asked Questions about Lobster Workflow

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

FAQPage Schema

How do I add approval checkpoints to an automated workflow?▼

Lobster workflows support approval checkpoints by executing typed JSON-first pipelines with built-in approval and resume capabilities, integrating human oversight into automated processes to prevent unintended actions.

What is a Lobster workflow and how does it manage multi-step pipelines?▼

A Lobster workflow is a typed JSON-first pipeline designed for deterministic execution of complex, multi-step operations. It manages repeatable tasks by allowing structured sequences with built-in approval and resume capabilities.

How do I automate triaging incoming emails with a multi-step workflow?▼

You can automate triaging incoming emails by designing and executing a multi-step workflow pipeline, such as searching emails and passing them to a triage step, with an approval prompt before sending replies.

Do I need to install any dependencies to execute JSON-first pipelines?▼

Yes, executing JSON-first pipelines requires the Lobster executable to be available in your system's PATH, as the workflow relies on this system-level component to process tasks deterministically.

Can I resume an automated pipeline after a human approval step?▼

Yes, you can resume an automated pipeline after a human approval step because the system features built-in resume capabilities, allowing complex operations to pause for oversight and continue deterministically.

What are the limitations of using JSON-first pipelines for task management?▼

The primary limitation of using JSON-first pipelines for task management is the strict requirement for the Lobster executable in the system's PATH, meaning execution will fail if this environment dependency is not met.