What you build: a workflow that turns a meeting transcript into a short summary and a list of action items with owners.
Who it is for: anyone who takes notes in meetings and loses the follow-ups. No code.
Time: about 10 minutes.
Free build prompt: it is yours when you join the free daily Beginners in AI newsletter.
The notes I take in meetings are useless if the action items get buried. So here is a Gumloop workflow that reads a transcript and hands back a clean summary plus a checklist of who-does-what, ready to drop into your task tool.
What will you build?
A meeting notes workflow. You paste a transcript (or connect your notes), and it returns a short summary and a list of action items, each with an owner and a due date where one was mentioned. Send it to yourself, or post it to Slack or Notion.
What do you need to start?
- A free Gumloop account.
- A meeting transcript or notes to test with.
- Optionally, Slack or Notion connected to post the result.
How does it work?
| Node | What it does |
|---|---|
| Input | The transcript or notes |
| Ask AI | Writes the summary and pulls out action items |
| Output | Returns or posts the result |
How do you build it, step by step?
Start a New Workflow and type:
Take a meeting transcript and produce a short summary plus a list of
action items. For each action, note the owner and any due date.How do you set the model to Claude?
Open the AI step or agent and pick the model. For careful work I use Claude 4.8 Opus, the “Smartest” option; a faster model saves credits on simple runs.
How do you run it?
Paste a transcript and run it. Read the summary and the action list, then send it where your team will see it. Connect your notes tool to do this after every meeting.
Want this notes workflow without building it?
Grab the free build prompt for this workflow. Subscribe to the daily newsletter and it is waiting on the thank-you page. Paste it into Gumloop and run.
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What can go wrong?
- No owners named. If the transcript never says who owns a task, the agent cannot guess. Add names when you review.
- Long transcripts. Very long calls use more credits to read. Trim to the parts that matter.
- Tone. Tell it how formal to be. The AI Automation hub has more.
Common questions
Do I need to code it?
No. You describe what you want and Gumloop builds the steps.
Where can it send the notes?
To you, or to Slack, Notion, or email if you connect them.
Can it run after every meeting?
Yes. Connect your transcript source and trigger it when a new transcript appears.
Will it find action items?
Yes, the ones stated in the transcript. It pulls out tasks and owners that were actually mentioned.
Does it use Claude?
Yes, if you pick it. Claude 4.8 Opus is the “Smartest” model. See the AI Tools Directory.
Sources
Last reviewed: June 2026. Gumloop changes often; check the official docs above if a button has moved.
You may also like
- AI Automation for Beginners (the hub)
- How to use Claude AI
- The AI Tools Directory
- Start Here: the beginner path
- The AI Glossary
- The daily Beginners in AI newsletter
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