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Lobster Workflow

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

Updated Feb 1, 2026
Search Tags:#automation#workflow#pipeline#triage#approval#resumable
One-click install
npx skills add https://github.com/NJUxlj/openclaw --skill lobster-workflow-njuxlj
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Lobster Workflow
Source: https://github.com/NJUxlj/openclaw/tree/main/extensions/lobster
Command: npx skills add https://github.com/NJUxlj/openclaw --skill lobster-workflow-njuxlj

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 errors and ensuring consistency.

Core Features & Use Cases

  • Workflow Execution: Run predefined pipelines of actions.
  • Approval Gates: Pause workflows for human review before critical steps.
  • Resumable Operations: Continue interrupted workflows using a token.
  • Use Case: Automate the triaging of incoming emails, with an approval step 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 an approval gate to an automated workflow?▼

Approval gates pause typed JSON-first pipelines for human review before executing critical steps, ensuring deterministic multi-tool operations have human oversight to reduce manual errors.

Can I resume an interrupted pipeline from where it stopped?▼

Yes, you can resume interrupted pipelines using a resumption token. Resumable operations allow you to continue workflow execution seamlessly after interruptions without restarting the entire process.

How do I automate email triage with a human approval step before sending replies?▼

Automate email triage by running a predefined pipeline that processes incoming messages and pauses at an approval checkpoint before sending any replies. This workflow execution ensures repeatable automation with human oversight.

What is a typed JSON-first workflow pipeline?▼

A typed JSON-first workflow pipeline executes structured, deterministic multi-tool operations using JSON data formats. It provides structured output and repeatable automation for scenarios requiring consistent, typed processing across pipeline stages.

Do I need any external dependencies to run resumable workflows?▼

No external dependencies are required to run resumable workflows. The system operates independently, executing typed pipelines with approval checkpoints and resumable capabilities without needing additional packages or environment setup.

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