Agent-driven duplicate sweep that triages and proposes merges per ClickUp space

Runs a reasoning agent over your ClickUp workspace to do dedupe triage the way a lead would. Rather than threshold matching alone, the agent reads task context, distinguishes genuine duplicates from merely similar tickets, picks a defensible keeper, and drafts a per-cluster merge proposal that includes which dependencies would need rewiring — then routes each proposal to the right channel for review.

Use it when naive similarity scoring produces too many false positives and you want judgment about what is actually the same work. Good for large, messy backlogs spanning many spaces.

1. 1A manual run kicks off the sweep for a chosen set of spaces.
2. 2The agent pulls open tasks per space from ClickUp, including descriptions and dependency graphs.
3. 3It reasons through clusters, separating true duplicates from related work and selecting a keeper with written rationale.
4. 4For each duplicate cluster it drafts a rewire plan describing which links move to the keeper.
5. 5A logic step routes high-confidence clusters and uncertain ones to different Slack channels for review.
6. 6Slack delivers the proposals with approve/reject controls.