TICKET MANAGEMENT

Daily Scan of ClickUp Tickets for Duplicate Clusters to Slack

On a daily schedule, scans all open ClickUp tickets, groups likely duplicates into clusters, and posts a ranked digest to Slack so a triager can batch-merge them.

CategoryTicket Management
Enginesim
Difficultyintermediate
Triggerschedule
Steps5
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerDaily schedule
  • ActionFetch all open tasks in the ClickUp listClickUpClickUp
  • ActionCluster duplicates and pick suggested primaryOpenAI
  • LogicKeep clusters with 2+ members only
  • OutputPost ranked duplicate-cluster digest to SlackSlack

What it does

Once a day, this workflow reads every open ticket in a ClickUp list, clusters the ones that look like duplicates of each other, and sends a Slack digest listing each cluster with its member tasks and a suggested primary. Your team clears a backlog of accumulated duplicates in one sitting instead of catching them one at a time.

When to use it

Use this when duplicates pile up faster than you can catch them at creation, or as a safety net alongside at-creation detection. Great for a Monday-morning cleanup ritual.

How it works

  1. 1A daily schedule triggers the run.
  2. 2The flow fetches all open tasks from the target ClickUp list.
  3. 3OpenAI groups the tasks into duplicate clusters and picks a suggested primary per cluster, with a short rationale.
  4. 4A logic step drops singleton clusters and keeps only groups with two or more members.
  5. 5The flow posts a ranked Slack digest, each cluster showing its tickets, suggested primary, and direct ClickUp links for review.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect ClickUpDocs + tasks + chats in one workspace.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Connect SlackChannels, DMs, threads, mentions.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.