AI Agents

Monitor Slack channels and summarize messages with AI

19 nodes 280 142 Scheduled trigger
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Workflow Description

Scheduled automation that monitors Slack channel messages periodically, uses OpenAI models to summarize and categorize them, then creates tasks in Linear based on important messages requiring action.

How it works

  1. 1.Automation triggers on a defined schedule
  2. 2.Fetch messages from designated Slack channels
  3. 3.Process messages through an LLM chain to extract key information
  4. 4.Analyze and categorize data according to priorities
  5. 5.Create tasks in Linear for items requiring action

Use cases

  • Track important Slack discussions and convert them into organized work tasks
  • Automatically extract ideas and suggestions from conversations and categorize them
  • Send daily or weekly summaries of team decisions and action items

Requirements

  • Connected Slack account with access to designated channels
  • OpenAI API key for language model access
  • Linear workspace with permissions to create tasks

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.

Apps Used

Slack OpenAI Output Parser Linear LLM Chain

Details

Trigger Scheduled trigger
Nodes 19
Apps 5
Views 280
Downloads 142

How to Use

  1. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (19)

/

Slack

Slack

#1

OpenAI Chat Model

OpenAI

#2

Structured Output Parser

Output Parser Structured

#3

Schedule Trigger

Schedule Trigger

#4

Sticky Note

Sticky Note

#5

Sticky Note1

Sticky Note

#6

Get Values

Set

#7

Create New Ticket?

If

#8

Sticky Note2

Sticky Note

#9

Sticky Note6

Sticky Note

#10

Get Existing Issues

Linear

#11

Generate Ticket Using ChatGPT

LLM Chain

#12

Sticky Note3

Sticky Note

#13

Create Ticket

Linear

#14

Merge

Merge

#15

Get Hashes Only

Set

#16

Collect Descriptions

Aggregate

#17

Sticky Note4

Sticky Note

#18

Sticky Note5

Sticky Note

#19