Instead of another chat model, OpenClaw's Lobster turns multi-step tool calls into an auditable, pausable, and resumable workflow. It is suitable for tasks such as email sorting, daily report generation, and data collation.
When to use Lobster
| Task type | Whether it is suitable or not |
|---|---|
| One-time Q&A | Not suitable, normal chat is enough |
| Multiple tool calls but a fixed process | Fit, reduce back and forth with Lobster |
| Send emails, send messages, and modify files | Yes, but must be approved |
| Exploratory research, uncertain steps | Let the agent explore it first, and then precise it into a lobster workflow |
How to enable
Lobster is an optional plug-in tool, and it is officially recommended to use tools.alsoAllow: ["lobster"] or allow it in a single agent. Don't misuse tools.allow: ["lobster"] unless you really want to go into restrictive allowlist mode.
The real value is in the approval and resume token: the workflow can stop before "send an email soon" or "bulk modify a file soon", give you a preview, and approve it before continuing. This is easier to audit than having the model freely call a dozen tools in a row.
Official open source address: https://github.com/openclaw/openclaw.
You can start with a read-only workflow, such as collecting an inbox, summarizing a to-do, and generating a draft without letting it perform a send or delete. After the output is stable, add approval to the last step to put the workflow into semi-automatic mode. In this way, even if the process is written incorrectly, it will only produce a draft and will not immediately affect the real account.
