Most of the time the output comes back generic. It misses the action items that matter. It might be a paragraph when you needed a checklist. Sometimes it sounds polished but is still not useful.

That happens because the AI is guessing. It does not know:

Layer 1 · Role

Tell the AI who it should act as. The role gives it a lens — a project manager, HR partner, and executive assistant would all summarize the same notes differently.

You are an experienced project manager. Turn messy meeting notes into clear action items for a busy operations team.

Layer 2 · Task + Format

Be clear about what you want and how you want it structured. If you need a checklist, ask for a checklist. If you need an email draft, ask for an email draft.

Turn these notes into a list of action items. For each, include the owner, deadline if mentioned, and a one-sentence description. Put urgent items first.

Layer 3 · Example of good output

Show the AI what good looks like. If you have a previous meeting summary, email, or report you liked, include it as an example. If you do not have one, invent a tiny fake one — short and simple is enough.

Example style:
- [Owner] [Action] — [Due date] — [Why it matters]
- [Owner] [Action] — [Due date] — [Why it matters]

Layer 4 · Details and background

Paste the source material the AI needs to work with. The more relevant detail you include, the less the AI has to invent. Background the AI does not have = output the AI will have to guess at.

Meeting notes from Monday:
[paste your meeting notes here]

You are an experienced project manager working with
a small operations team. (1) Role

Turn the meeting notes below into a list of action items.
For each action item, include the owner, the deadline if
mentioned, and a one-sentence description. Put urgent
items first. (2) Task and format

Example style:
- Sarah — draft launch checklist — Wed — needed for kickoff
- Marco — confirm vendor pricing — Fri — blocking budget review

Meeting notes (3 & 4):
[paste your notes here]

// Bad output — the AI was asked to "summarize these notes"

Five things wrong with this output:

• No owner on any action item — you have no idea who is doing the work.
• Vague descriptions — "follow up on the website" is not an action item.
• Wrong format — you asked for a checklist, got a paragraph.
• Urgent item buried — the Friday deadline disappeared into "some concerns about the timeline."
• Invented detail — the AI added "a few other items" that were not in the notes.

1. 01 Does it answer the question I actually asked?Not a related question. Not a fancier version. The one I asked.
2. 02 Is every fact something I can verify in my source material?If you did not write it and the AI did not cite it, you cannot trust it.
3. 03 Are owners, dates, and numbers real and complete?Not "TBD" unless you accept "TBD" in the final answer.
4. 04 Is the format what I asked for?Checklist when I asked for a checklist. Email when I asked for an email.
5. 05 Are urgent items at the top, not the bottom?The AI does not know your deadlines unless you said so.
6. 06 Did the AI invent, infer, or assume anything I did not provide?If yes, fix it before sending or mark it clearly as a guess.

Step 1 · Gather your raw material

Open a recent meeting notes file. Keep it rough — the point is to give the AI something to work with, not to clean it up first.

Step 2 · Use the four-part prompt template

Copy the template from slide 6. Fill in your role, task/format, an example style, and paste your notes at the end.

Step 3 · Run the output through the checklist

Open slide 8. Check each item before you do anything with the result.

Step 4 · Iterate

If the output is close but not done, send a follow-up: "Move the Friday deadline to the top, add the owner to item 3, and remove the marketing bullet." Iteration is normal — it is not failure.