AI-powered Meeting Summaries and Action Items to Slack and ClickUp How it Works 1. Webhook Trigger: The workflow starts when Fireflies notifies that a transcription has finished. 2. Transcript Retrieval: The transcript is pulled from Fireflies based on the meeting ID. 3. Pre-processing: The transcript is split into sentences and then aggregated into a raw text block. 4. AI Summarization: The aggregated transcript is sent to Google Gemini, which generates a short summary and a structured list
Fireflies transcripts to meeting summaries & task extractor to Slack & ClickUp is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Slack, ClickUp, Gemini. It's free to download. Follow the 5-step import below to go live in minutes.

AI-powered Meeting Summaries and Action Items to Slack and ClickUp How it Works 1. Webhook Trigger: The workflow starts when Fireflies notifies that a transcription has finished. 2. Transcript Retrieval: The transcript is pulled from Fireflies based on the meeting ID. 3. Pre-processing: The transcript is split into sentences and then aggregated into a raw text block. 4. AI Summarization: The aggregated transcript is sent to Google Gemini, which generates a short summary and a structured list of action items. 5. Post-processing: The AI response is cleaned and formatted into JSON. Action items are mapped to titles and descriptions. 6. Distribution: - The meeting summary is posted to Slack. - Action items are created as tasks in ClickUp. --- Use Case This workflow is designed for teams that want to reduce the manual effort of writing meeting notes and extracting action items. - Automatically generate a clear and concise meeting summary - Share the summary instantly with your team on Slack - Ensure action items are not lost by automatically creating tasks in ClickUp - Ideal for distributed teams, project managers, and product teams managing recurring meetings --- Requirements - n8n instance set up and running - Fireflies.ai account with API access to meeting transcripts - Google Gemini API (via PaLM credentials) for AI-powered summarization - Slack account with OAuth2 credentials connected in n8n - ClickUp account with OAuth2 credentials connected in n8n
Download the workflow JSON file after purchase.
Open n8n → click the menu → Import from File.
Select the downloaded JSON and import.
Set up credentials for each node that requires them.
Click Execute Workflow to test, then activate.
Setup guide included
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