thinkhard.SI

Prompt repository Customer support & success

Summarize a long support thread for escalation

A case has bounced between people for days, and you need to hand it to an engineer or manager who has read none of it.

Registry no.
SUP-004
Collection
Customer support & success
Laid out for
Any chat model
Score
10 out of 10
Blanks to fill
2
Added

Customer support & successAny chat

The prompt

Score 10 of 10, Excellent

Use it when A case has bounced between people for days, and you need to hand it to an engineer or manager who has read none of it.

  • {{escalation_team}}
  • {{thread}}
Full prompt and why it works
Prompt
Summarize the support thread below for {{escalation_team}}, who have not seen any of it. They should be able to act on your summary without reading the thread.

Thread:
"""
{{thread}}
"""

Use this format, with these exact labels:

Problem: one sentence on what is broken or being asked, in plain words.
Customer impact: who is affected and how badly, using only facts from the thread.
Timeline: up to 5 dated bullets of what happened, oldest first.
Already tried: each fix that was attempted, and what happened.
Promised to the customer: any commitment made, by whom and when.
Open question: the one decision or answer needed from {{escalation_team}}.

Keep it under 200 words. Copy error messages, order numbers and IDs exactly as written.

Leave out greetings, apologies and back-and-forth that does not change the facts, and do not speculate about the cause.

The summary should be usable after one read: for example, an engineer should be able to start reproducing a bug straight away.

If the thread is unclear or silent on one of the labels, write "Not stated in the thread" for it. Do not guess.

Variables

{{escalation_team}}
Who receives the case, for example "the payments engineering on-call" or "the account manager".
{{thread}}
The whole thread: emails, chat transcript and internal notes, oldest first.

Why it works

  • Format. Fixed labels give every escalation the same shape, so the receiving team knows where to find impact, history and the open question.
  • What to avoid. It strips greetings and guesses about the cause, which make up most of a long thread and none of what an engineer needs.
  • If unsure. Missing facts are written as "Not stated in the thread", so gaps stay visible instead of being filled in.

How to use it

  1. Press Fill in variables and type your details into each blank. What you type stays in this browser.
  2. Copy the filled prompt into the AI tool you already use, such as ChatGPT, Claude or Gemini, or open it in the Grader or the Prompt Tester here.
  3. Before you rely on it, try it on three or four real examples. The Prompt Tester runs them all at once and shows which ones go wrong.
Use it from code

Get this prompt as JSON from the free REST API, with your own text in the blanks, or let an AI assistant fetch it through the MCP server. No key.

curl -s https://thinkhard.si/api/v1/prompts/escalation-summary

With the MCP server added to Claude, ChatGPT, Cursor or VS Code, call get_prompt with {"prompt": "escalation-summary"}, or just ask for it by name.