Meeting notes to action items
- meeting notes
- structured output
An action item is one row — Action, Owner, Due date — and the entire value of the table sits in two rules: every row comes from the notes, and anything missing becomes a visible gap. A table full of guessed owners is worse than no table: it looks authoritative and spreads silent errors across the team.
The two rules that do the work
- No invention. Owners and dates come only from the notes. If the notes say “Sarah will check the contract”, the owner is Sarah. If they say “someone should check the contract”, the owner is
unassigned— and that cell is now a finding, not a failure. - One action per row. “Prepare the deck and send it to legal” is two rows. Compound rows hide who is waiting on whom.
Then separate the record: actions (someone will do something), decisions (already settled), and open questions (unresolved). Mixing them into one list is how discussions get re-litigated.
The prompt shape
- Outcome: “turn these notes into an action table”.
- Format: name the columns —
Action | Owner | Due date | Status— and say status usesdecided/open. Standard structured-output discipline. - Missing rule:
unassignedandno datefor gaps. - Guard: “only what is in the notes; never infer an owner or a deadline”.
Optionally ask for a second pass that groups the rows by owner — it is the format a stand-up actually wants.
A bad example
Ask: “Make these meeting notes clearer.”
You get polished prose: pleasant to read, impossible to work from, and still needing the same manual pass to find who owes what.
A better example
Ask: “Turn these notes into an action table with columns Action | Owner | Due date | Status (decided/open). One action per row, using the notes’ own words. Write ‘unassigned’ or ‘no date’ when the notes are silent. Use only what is in the notes. Then group the rows by owner.”
Now the meeting has a working list — and every gap shows itself instead of hiding.
Why the gaps matter
The unassigned rows are the most useful cells in the table: they mark exactly where the meeting failed to assign the work, which is precisely what an absent manager needs to know. Hiding them with a plausible name looks tidier and is strictly worse.
Close the loop after the meeting: send the table back to the room with one line of framing — “silence is disagreement”. Now the unassigned rows get owners before they become surprises, and the table doubles as the meeting’s record.
Practice
Assemble an action-table prompt
A 90-minute project meeting produced two pages of messy notes: commitments, tangents, side agreements and three open questions. The absent team lead needs the actions, not the story.
Fill every field to assemble a prompt that turns the notes into an action table — then compare with a strong example.
A strong example (self-assessment — not machine-graded)
Turn the meeting notes below into an action table with exactly these columns: Action | Owner | Due date | Status (decided / open). Put one action per row, using the notes' own words for each commitment. When the notes name no owner or no date, write 'unassigned' or 'no date' in that cell — never guess or infer one. Use only what is in the notes: no invented owners, dates or actions. Keep open questions as rows with Status 'open'. Finally, group the rows by owner. Notes: [paste the notes]
Hint
A column list is a format; 'clearer' is a wish.
What should happen when the notes are silent on an owner?
Why this is the answer
The assembled prompt fixes the columns, enforces one action per row and — critically — turns missing owners and dates into visible gaps instead of inventions. The guard line blocks the two failure modes that matter for notes: guessed owners and invented deadlines. Keeping open questions as rows stops discussions from being recorded as decisions.
Transfer
- Stand-ups: owner-grouped rows turn notes into a checklist.
- Client calls: decisions rows become the follow-up email’s backbone.
- Personal notes: same columns, minus the ceremony.
Next
Next: Email that sounds like you — from a table of actions to the message that gets them moving.