Overview

Slack conversations often bury actionable items in threads, wasting time on manual extraction and follow-up. This automation fetches Slack messages, uses AI to identify and prioritize real tasks, and creates Trello cards instantly—turning scattered discussions into organized, trackable work.

The Impact

  • Extract actionable tasks. Automatically identify genuine work items from Slack chatter.
  • Prioritize intelligently. Assign high, medium, or low priority based on urgency and context.
  • Create Trello cards. Seamlessly generate task cards in the right list and position.
  • Save manual effort. Eliminate tedious copying and organizing of meeting notes.

Who This Is For

  • Product Managers Automate meeting action items into Trello tasks to reduce admin overhead.
  • Customer Service Managers Track customer follow-ups and to-dos by extracting tasks from support channels.
  • Ops and Engineering Teams Identify and prioritize incident response items as actionable cards.

How It Works

1
  1. Fetch Slack Messages
  2. Retrieve recent messages from the specified Slack channel, limited by user-defined count.
2
  1. Format Messages
  2. Combine and structure messages into a format optimized for AI analysis.
3
  1. AI Task Extraction
  2. Leverage a large language model to parse messages, extracting actionable tasks with priority levels.
4
  1. Parse and Loop Through Tasks
  2. Convert AI output into structured tasks, then iterate over each to prepare for Trello card creation.
5
  1. Create Trello Cards
  2. Generate Trello cards with priority badges and detailed descriptions in the specified list and position.

What You'll Need

Before using this template, make sure you have:

  • Slack API credentials authorized to read messages from the target channel.
    Trello API credentials authorized to create cards in the designated list.
    Slack channel ID from which messages will be fetched.
    Trello list ID where task cards will be created.

How to Use

  1. Step 1. Configure Credentials
  2. Set up Slack and Trello API credentials to enable message reading and card creation.

  3. Step 2. Set Parameters
  4. Enter SlackChannelId, TrelloListId, MessageLimit, and CardPosition to define the data scope and card placement.

  5. Step 3. Run the Workflow
  6. Trigger the automation to fetch, analyze, and convert Slack messages into Trello cards.

  7. Step 4. Monitor Task Creation
  8. Watch as tasks with priority badges are automatically created in Trello for easy tracking.

  9. Step 5. Verify Execution Results
  10. Check the summary output and Trello board to confirm all relevant tasks were captured correctly.

FAQs

How does the AI determine task priority?
It analyzes message context, urgency mentions, deadlines, and business impact to classify tasks as high, medium, or low priority.
What if no actionable tasks are found in the Slack messages?
The workflow returns an empty task list and a summary indicating no tasks were extracted.
Can I control how many Slack messages are processed?
Yes, by setting the MessageLimit parameter you define the maximum number of recent messages to analyze.
Where are the created Trello cards placed?
Cards are created in the specified Trello list and inserted either at the top or bottom as per the CardPosition setting.
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