Cluster tickets that share a phrase

Setup

1. 01

   Open LangGraph where the source material already lives

   Use the account, repo, or folder that has the real files. If you cannot see them, stop.

2. 02

   Paste the prompt and name the exact input

   Group by the error string I name. Count each group.

3. 03

   Check three facts against the source

   A wrong date, amount, or name means the draft is not ready.

4. 04

   Keep the stop rule

   Do not close tickets.

Metrics

These are editorial labels so you can compare playbooks. They are not measurements.

Hands-on time

Twenty minutes

You still approve

Do not close tickets.

Questions