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hammadparveez
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Lobster Workflow

Execute Lobster pipelines with human approval checkpoints and resumable tokens.

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

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 approval before execution, ensuring repeatable and safe automation for tasks like triaging emails or managing recurring operations.

Core Features & Use Cases

  • Workflow Execution: Run complex, multi-step operations defined in pipelines.
  • Approval Gates: Pause execution at critical points, requiring user confirmation before proceeding.
  • Resumable Operations: Workflows can be resumed after approval using a token, allowing for interactive automation.
  • Use Case: Automate the daily triage of incoming support emails. The workflow can classify emails, draft responses, and then pause for your 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 automate multi-step workflows with human approval before execution?▼

Automating multi-step workflows with human approval involves running deterministic pipelines that pause at critical checkpoints, requiring explicit user consent before proceeding with actions like sending or posting.

How do I resume an automated pipeline after it pauses for user confirmation?▼

Resuming an automated pipeline after it pauses for user confirmation requires a resumable token. The workflow utilizes this token to continue execution seamlessly from the exact approval gate where it paused.

Can I use this workflow automation for recurring tasks like email triage?▼

You can use this workflow automation for recurring tasks like email triage. It supports repeatable operations by classifying inputs, drafting responses, and pausing for approval before sending any replies.

Does the pipeline support integration with other CLI tools?▼

The pipeline supports integration with other CLI tools via a structured JSON envelope. This format allows data to be passed reliably between different tools within the multi-step automation sequence.

What is a typed workflow pipeline and when do I need approval gates?▼

A typed workflow pipeline executes deterministic, multi-step automation sequences. You need approval gates when actions such as sending or posting must only occur after explicit user consent.

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