Slack Discussion → Meeting Summarizer → Action Items Tracker

advanced25 minPublished Mar 3, 2026
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Convert lengthy Slack thread discussions into concise meeting notes and automatically track action items with assignees and due dates.

Workflow Steps

1

Slack

Use slash command to capture thread

Create a custom Slack slash command (like /summarize) that captures the current thread's messages and forwards them to your automation workflow via webhook

2

Make.com

Process thread messages

Use Make.com to receive the Slack thread data, format the messages chronologically with timestamps and usernames, and prepare the content for AI analysis

3

OpenAI GPT-4

Generate summary and extract action items

Send the formatted thread to GPT-4 with a structured prompt requesting: discussion summary, key decisions made, action items with responsible parties, and suggested follow-up timeline

4

Asana

Create tasks from action items

Parse the AI response and automatically create Asana tasks for each action item, assigning them to the mentioned team members and setting due dates based on the AI's timeline suggestions

5

Slack

Post summary back to channel

Send a formatted summary message back to the original Slack channel with the key points, decisions, and links to the newly created Asana tasks for transparency and follow-up

Workflow Flow

Step 1

Slack

Use slash command to capture thread

Step 2

Make.com

Process thread messages

Step 3

OpenAI GPT-4

Generate summary and extract action items

Step 4

Asana

Create tasks from action items

Step 5

Slack

Post summary back to channel

Why This Works

This workflow bridges the gap between informal Slack discussions and formal project management by using AI to intelligently extract structure from unstructured conversations and automatically creating accountability

Best For

Remote teams and project managers who have important discussions in Slack threads but struggle to capture decisions and track follow-up actions effectively

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