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Lobster Workflow

Execute multi-step JSON pipelines with human approval checkpoints.

12|3|Updated Feb 25, 2026
Search Tags:#automation#workflow#cli#pipelines#approvals#lobster
One-click install
npx skills add https://github.com/ApiliumCode/mayros --skill lobster-workflow
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Lobster Workflow
Source: https://github.com/ApiliumCode/mayros/tree/main/extensions/lobster
Command: npx skills add https://github.com/ApiliumCode/mayros --skill lobster-workflow

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 actions.
  • Approval Gates: Pause execution for user confirmation before proceeding.
  • Resumable Operations: Continue workflows after an approval or interruption.
  • Use Case: Automate the triaging of incoming emails, with an approval step 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 add human approval steps to my CLI automation workflows?▼

To add human approval steps to CLI automation workflows, you can use this Skill to execute multi-step pipelines with optional approval checkpoints that pause execution for user confirmation before proceeding with actions like sending emails.

Can I resume an interrupted workflow pipeline from the point of failure?▼

Yes, you can resume an interrupted workflow pipeline. The Skill supports resumable operations, allowing deterministic execution to continue automatically after an approval checkpoint is passed or an interruption is resolved.

What is a typed JSON pipeline and when do I need it for task automation?▼

A typed JSON pipeline is a sequence of structured automation actions passing typed data between steps. You need it for repeatable tasks like email triage or data synchronization to ensure consistent execution and structured output.

Do I need the lobster executable installed to run scheduled monitoring pipelines?▼

Yes, you need the lobster executable installed and available in your system's PATH to run scheduled monitoring pipelines. The Skill requires it for deterministic execution and structured output generation.

What's the best way to automate triaging incoming emails with a confirmation gate?▼

The best way to automate triaging emails with a confirmation gate is running a typed pipeline that searches messages and pauses execution before sending replies, requiring explicit user approval to proceed.

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