Lobster

Automate multi-step workflows with approval checkpoints via OpenClaw tools.

Updated Feb 18, 2026

Search Tags:#workflow automation #multi-step #resumable #OpenClaw #approval process

Ready to run

npx skills add https://github.com/ClaudioCeppi83/kora-os-kernel --skill lobster-claudioceppi83

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Lobster
Source: https://github.com/ClaudioCeppi83/kora-os-kernel/tree/main/engines/openclaw/extensions/lobster
Command: npx skills add https://github.com/ClaudioCeppi83/kora-os-kernel --skill lobster-claudioceppi83

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires openclaw, and includes scripts (resource) components.

What problem does it solve?

This Skill automates complex workflows that require multiple steps and human approval, saving time and reducing errors.

Core Features & Use Cases

Multi-Step Workflows: Execute a series of actions in a predefined order.
Approval Checkpoints: Pause execution for human review and approval.
Use Case: Use Lobster to automate the process of reviewing and approving emails, handling customer support tickets, or managing project tasks.

Quick Start

Use the lobster skill to run a workflow that searches for emails, triages them, and requires approval before sending a response.

Frequently Asked Questions about Lobster

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

FAQPage Schema

How do I automate multi-step workflows with approval checkpoints?▼

You can automate multi-step workflows with approval checkpoints by defining a JSON-first pipeline that pauses execution for human review at specific stages before proceeding. This requires configuring deterministic operations and resumable approvals.

What is a resumable approval process for workflow automation?▼

A resumable approval process pauses workflow automation execution at designated checkpoints, allowing human reviewers to assess the pending state before authorizing the subsequent steps. This ensures deterministic operations resume safely after manual validation.

Do I need OpenClaw to configure multi-step workflow automation?▼

Yes, configuring multi-step workflow automation requires OpenClaw Gateway and tool policy configuration to execute deterministic operations. You must set up these dependencies to establish pipelines and manage approval checkpoints.

Can I use JSON-first pipelines for customer support ticket triage?▼

Yes, you can use JSON-first pipelines to automate customer support ticket triage by executing sequential actions and requiring approval before sending responses. This workflow reduces errors and manages tasks deterministically.

What are the limitations of using resumable workflows for project task management?▼

Limitations of resumable workflows include the strict dependency on OpenClaw Gateway and specific tool policy configuration to function. Execution pauses indefinitely at approval checkpoints until human review is completed, potentially delaying time-sensitive tasks.