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.
How it runs
The automated pipeline, trigger to output.
- TriggerDaily schedule
- ActionFetch all open tasks in the ClickUp listClickUp
- 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
- 1A daily schedule triggers the run.
- 2The flow fetches all open tasks from the target ClickUp list.
- 3OpenAI groups the tasks into duplicate clusters and picks a suggested primary per cluster, with a short rationale.
- 4A logic step drops singleton clusters and keeps only groups with two or more members.
- 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.
- 1Connect ClickUpDocs + tasks + chats in one workspace.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect SlackChannels, DMs, threads, mentions.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.

Run this workflow in your colony.
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