Find the pattern in a month of complaints
Reads a period of complaints for the causes underneath them, separates one-offs from systemic problems, and sizes each one honestly.
Sorts a batch of tickets by what they actually need, groups the duplicates, and pulls out anything urgent that is hiding in the queue.
Works with Claude, ChatGPTUpdated 2026-09-27
Use this on a morning's queue or a backlog after a busy week. The risk in a long queue is the urgent ticket written calmly, sitting behind twenty loud ones, and this is built to find it.
Produce four sections.
1. URGENTTell us who you are and all 50 prompts open up, with a PDF of the whole library sent to your inbox.
This opens all 50 prompts, emails you the PDF, and lets us follow up once. No newsletter signup, and we do not share your details.
Reads a period of complaints for the causes underneath them, separates one-offs from systemic problems, and sizes each one honestly.
Turns a messy customer thread into an escalation an engineer can act on: steps to reproduce, impact, and what is known versus assumed.
New prompts as they go up, plus founder essays on shipping AI systems. ~2 emails / month.
Prompts get you started. If you want this wired into how your team actually works, see what we do.