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Lobster

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

Updated Aug 23, 2026
Search Tags:#automation#workflow#pipeline#approval#subprocess#lobster
One-click install
npx skills add https://github.com/StanH123h/clawdbot-self-use --skill lobster-stanh123h
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Lobster
Source: https://github.com/StanH123h/clawdbot-self-use/tree/main/extensions/lobster
Command: npx skills add https://github.com/StanH123h/clawdbot-self-use --skill lobster-stanh123h

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, ensuring consistency and control over critical workflows.

Core Features & Use Cases

  • Workflow Execution: Run predefined pipelines of commands and tools.
  • Approval Gates: Pause execution at specific points to require user confirmation before proceeding.
  • Resumable Operations: Continue interrupted workflows using a provided token.
  • Use Case: Automate the process of triaging incoming emails. Fetch new emails, classify them into categories like "needs reply" or "FYI," and then present a summary for approval before sending any draft replies.

Quick Start

Run the 'gog.gmail.search --query "newer_than:1d" --max 20 | email.triage' pipeline.

Frequently Asked Questions about Lobster

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run typed workflows with human approval gates?▼

Workflow automation with approval gates pauses pipeline execution at specific checkpoints to require human confirmation before proceeding. This ensures controlled execution and human oversight for critical multi-step processes.

Can I resume an interrupted workflow pipeline?▼

You can resume interrupted workflows using a provided token. Resumable operations allow you to continue execution deterministically from the exact point of interruption without losing prior state.

What is the best way to automate multi-step processes with conditional actions?▼

The best way to automate multi-step processes with conditional actions is using typed workflow orchestration. It provides state management and controlled execution of sequential tasks to ensure repeatable automation.

Does workflow orchestration support subprocess execution for sequential tasks?▼

Workflow orchestration supports subprocess execution for deterministic multi-tool operations. It manages state and controls the execution of sequential tasks within the typed JSON-first pipeline.

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

You automate email triage by running a pipeline that fetches and classifies emails, then presents a summary for approval before sending draft replies. This workflow uses an approval gate before executing the final action.

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