Fireflies

Overview

Fireflies.ai is an AI meeting assistant that records, transcribes, and analyzes conversations. The Shortcut integration automatically creates Stories from action items identified in meetings, ensuring nothing discussed falls through the cracks.

Key Features

  • Automatic Story Creation: Action items from meetings become Stories
  • Meeting Context: Stories link back to meeting transcripts
  • Smart Assignment: AI suggests Story owners based on who was assigned tasks
  • Topic Extraction: Meeting topics can become Epic descriptions

Setting Up the Integration

  1. Log into Fireflies.ai and go to Integrations
  2. Find Shortcut in the project management section
  3. Click Connect and authorize with Shortcut
  4. Configure default settings:
    • Destination Team and Workflow
    • How action items are detected
    • Auto-create vs. review first

Fireflies needs to be invited to meetings or connected to your calendar to record conversations.

How It Works

  1. Fireflies joins and records your meeting
  2. AI transcribes the conversation in real-time
  3. Action items are identified automatically
  4. After the meeting, review extracted action items
  5. Create Stories for items that need tracking
  6. Stories include links to the relevant meeting moment

Configuration Options

SettingDescription
Auto-CreateCreate Stories automatically or require review
Default OwnerWho receives new Stories by default
Story TypeDefault type for meeting action items
Include TranscriptWhether to include meeting excerpt in Story

Best Practices

  • Review auto-created Stories after meetings for accuracy
  • Use clear language in meetings (“John will handle the API update”)
  • Tag Stories with meeting date or topic labels
  • Link related Stories to the same Epic