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Lobster Workflow

Executes typed JSON-first pipelines with approval checkpoints and resumable operations for repeatable tasks like email triage, monitoring, synchronization.

Updated Feb 11, 2026
Search Tags:#automation#workflow#pipeline#triage#approval#resumable
One-click install
npx skills add https://github.com/storyclaw-official/storyclaw-assistant --skill lobster-workflow-storyclaw-official
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Lobster Workflow
Source: https://github.com/storyclaw-official/storyclaw-assistant/tree/main/extensions/lobster
Command: npx skills add https://github.com/storyclaw-official/storyclaw-assistant --skill lobster-workflow-storyclaw-official

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.
  • Approval Gates: Pause execution for user approval before critical actions.
  • Resumable Operations: Continue workflows after approval using a token.
  • Use Case: Automate the process of triaging incoming emails. Fetch new emails, classify them, and then pause for your approval before sending any replies or taking action.

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 human approval checkpoints to an automated pipeline?▼

You add approval gates to an automated pipeline by defining typed JSON-first workflows that pause execution before critical actions, resuming only after explicit user confirmation via a structured token.

What is a resumable workflow and when do I need it for automation?▼

A resumable workflow is a deterministic automation process that pauses at approval gates and continues execution via a structured token. You need it for repeatable tasks like email triage or synchronization requiring human confirmation.

How do I automate email triage with a multi-step pipeline?▼

You automate email triage by running a typed JSON-first pipeline that fetches, classifies, and pauses for user approval before sending replies. Use the quick start command: gog.gmail.search | email.triage.

Can I run deterministic execution workflows that handle structured JSON data?▼

Yes, you can run deterministic execution workflows using typed JSON-first pipelines. This structured command and approval handling ensures consistent, repeatable operations for automation and synchronization tasks.

Does this workflow automation tool support repeatable monitoring and synchronization tasks?▼

Yes, this workflow automation tool supports repeatable monitoring and synchronization tasks by executing multi-step pipelines with optional approval checkpoints, ensuring deterministic and resumable operations.

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