Lobster Workflow

Execute JSON-first pipelines with approval checkpoints and resumable tokens.

Updated Mar 10, 2026
One-click install
npx skills add https://github.com/lemonlqf/openclaw-rtsp --skill lobster-workflow-lemonlqf
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Lobster Workflow
Source: https://github.com/lemonlqf/openclaw-rtsp/tree/main/extensions/lobster
Command: npx skills add https://github.com/lemonlqf/openclaw-rtsp --skill lobster-workflow-lemonlqf

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates complex, multi-step processes that require human oversight or repeatable execution, reducing manual effort and ensuring consistency.

Core Features & Use Cases

  • Workflow Execution: Run defined pipelines of commands and tool calls.
  • Approval Gates: Pause execution for human review and approval before proceeding.
  • Resumable Operations: Continue interrupted workflows using a resume token.
  • Use Case: Automate the triaging of incoming emails. A workflow can search for new emails, categorize them, and then pause for your approval before sending any replies.

Quick Start

Use the lobster skill to 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 automate multi-step workflows with approval checkpoints?

You can automate multi-step workflows with approval checkpoints by defining typed JSON pipelines that pause execution for human review before proceeding. This enables repeatable task automation while maintaining necessary oversight for critical actions.

Can I resume an interrupted pipeline after it pauses for approval?

You can resume an interrupted pipeline by using a specific resume token provided during the pause. This allows resumable execution so your workflow continues exactly where it stopped without restarting the entire sequence.

How do I run a pipeline to triage incoming emails and pause before sending replies?

To triage incoming emails and pause before sending replies, run a pipeline that searches for new messages and categorizes them. The workflow pauses at an approval gate, letting you review proposed replies before execution proceeds.

What is a JSON-first pipeline for task automation?

A JSON-first pipeline for task automation is a typed, structured definition of sequential commands and tool calls. It facilitates repeatable execution of processes like monitoring and syncing by standardizing the workflow structure.

Does workflow automation work for repeatable tasks like monitoring and syncing?

Yes, workflow automation works effectively for repeatable tasks like monitoring and syncing. By defining typed JSON pipelines, you can execute these repeatable processes consistently with optional approval gates to ensure human oversight.