When to use it

Use this prompt right after a meeting, when you have messy notes, a chat log or an automatic transcript and need to send a follow-up that people will actually read. It works for stand-ups, client calls, planning sessions and one-to-ones. It is also useful when you missed a meeting and want to understand quickly what was decided and what is expected of you.

How to customize it

  • [MEETING NAME AND DATE] gives the summary a header and helps the model place relative dates such as “next Tuesday”.
  • [NAMES AND ROLES] lets the model match first names and initials to people, which reduces wrongly assigned tasks.
  • [WHO WILL READ IT] sets the level of detail. A summary for an executive should be shorter than one for the people doing the work.
  • [LANGUAGE] is the output language, which can differ from the language of the notes.
  • [PASTE NOTES OR TRANSCRIPT] is the raw material. Keep the triple quotes so the model can tell your instructions apart from the notes.

Why it works

The prompt gives the model a role (“meticulous project coordinator”), a fixed output format and explicit constraints. The most important constraint is the ban on inventing owners and dates: summaries tend to fill gaps with plausible guesses, which is a form of hallucination. Asking for “UNASSIGNED” and “NO DATE” makes gaps visible instead of hiding them.

The “Source quote” column is a lightweight self-check. Every task has to be tied to something that was actually said, so you can verify the list in seconds. The “Needs clarification” section turns uncertainty into a useful output rather than an error.

Tips and variations

  • For long transcripts, see our guide on summarizing long documents and process the transcript in parts if it does not fit in one message.
  • Add “Group action items by owner” if you plan to send individual follow-ups.
  • Ask for a second version: “Now write this as a 5-line Slack message.”
  • If your notes contain confidential information, check your company policy before pasting them into any third-party tool.
  • Always read the action items before sending them. The source quotes make that quick, but the final responsibility stays with you.