Claude Code handles this as a draft: Ask for a Kubernetes change through Lumovi's MCP server. The change is checked, shown as a diff with the kubectl that would do it, and waits. I approve or reject.
The Lumovi page says any MCP client can work through it, on the desktop app or a team's server, as you. This playbook uses Claude Code. Limit what it may do, down to the namespace.
The page's example is a proposal to scale a deployment. The card shows the reason, the diff, and the equivalent kubectl. The cluster checks the change, then it waits.
You approve that card or you reject it. A note can send the assistant back, as in the page's example of refusing a scale during a sale. Nothing applies before that.
These are editorial labels so you can compare playbooks. They are not measurements.
No. Status is unverified. The Lumovi page and the Hacker News post were checked on 17 Oct 2026. The prompt is an adaptation.
Approval. The page shows the change waiting until a person approves or rejects it.
Lumovi homepage. It returned HTTP 200 on 17 Oct 2026. The AI assistants section says Lumovi is an MCP server, you choose what an agent may do down to the namespace, and a change waits with the diff, the reason, and the kubectl. The Hacker News post the same day is https://news.ycombinator.com/item?id=50128693. The page says any MCP client works; Claude Code is the client named in this playbook. Prompt and stop rules are an AI Playbook Gems adaptation, not a vendor quote; unverified.
Machine-readable copy: JSON
ChatGPT Agent handles this as a draft: Score a prior agent trace 0–12 on goal, tools, facts, policy, escalation, and irreversible actions. Do not rewrite the original task.
ChatGPT Agent · Unverified · instantdm.com · 16 Oct 2026
n8n handles this as a draft: Done, next, and blocked, using only the titles I paste. No invented progress. Do not post in Slack.
n8n · Unverified · docs.n8n.io · 16 Oct 2026
Hermes Agent handles this as a draft: Only the roles named in the brief. Do not add departments. Do not notify anyone.
Hermes Agent · Unverified · hermes-agent.nousresearch.com · 14 Oct 2026