Saved-filter cleanup
Filter Hygiene
Find risky, stale, invalid, duplicated, and over-shared Jira filters, then clean up safely.
- Works with
- Jira Cloud
- Status
- Available on Atlassian Marketplace for Jira Cloud
ArdSaor Atlassian app
Label Doctor for Jira
Find duplicate Jira labels, preview safe merges, and keep cleanup undoable.
Label Doctor helps Jira admins turn label sprawl into a safer cleanup workflow. It builds a label inventory, groups duplicate or inconsistent variants, previews affected issues, and records merge or replace jobs with recent undo support.
Product summary
Label Doctor helps Jira admins turn label sprawl into a safer cleanup workflow. It builds a label inventory, groups duplicate or inconsistent variants, previews affected issues, and records merge or replace jobs with recent undo support.
Best for: Jira admins, reporting owners, and teams whose labels have become inconsistent across projects.
Not for: Custom colored-label fields, dashboard gadgets, or broad reporting beyond label cleanup and lightweight management.
Helpful short answer
Label Doctor is an ArdSaor app for Jira label cleanup. It works with Jira Cloud and is available through the Atlassian Marketplace.
Screenshot
Use cases
- Merge casing or punctuation variants that fragment reporting.
- Clean labels before dashboard, automation, or JQL standardization.
- Scope cleanup to a project when teams need local control.
- Use preview-first operations to reduce the risk of bulk edits.
- Undo recent supported cleanup jobs when a mistake is caught quickly.
Core capabilities
- Duplicate and near-match label detection with issue counts and recommended canonical labels.
- Project-scoped scans for targeted cleanup.
- Bulk merge and search-and-replace workflows with previews.
- Chunked cleanup jobs with audit trail records.
- Recent undo support while the stored undo snapshot is still available.
Typical workflow
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1
Scan labels
Build a label inventory across selected projects or the accessible Jira scope.
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2
Review groups
Inspect exact, near, and numeric variants with issue samples and confidence signals.
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3
Choose canonical labels
Pick the label that should remain after cleanup.
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4
Preview affected issues
Review the proposed merge or replace change set before writing.
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5
Run and audit
Apply the cleanup job, track progress, and retain audit and undo records.
Security, privacy, and support
- Label Doctor handles label strings, issue keys, scan metadata, ignore rules, and undo snapshots.
- Writes happen only when an administrator starts supported merge or replace actions.
- Cleanup jobs are tracked and logged for auditability.
- App state is stored in Forge storage.
FAQ
Does Label Doctor support previews?
Yes. Admins can preview affected issue counts before running merge or replace actions.
Can Label Doctor undo changes?
Recent supported merge or replace operations can be undone while the stored undo snapshot is still available.
Does it change workflows or permissions?
No. Label Doctor focuses on Jira label cleanup and lightweight label management.
How is it different from Filter Hygiene?
Label Doctor cleans labels on issues. Filter Hygiene governs saved filter ownership, sharing, validity, and risk.
Related ArdSaor apps and solutions
Notion to Jira handoff
TaskPort
Create Jira issues from Notion pages and databases with preview-first control.
- Works with
- Jira Cloud and authorized Notion workspaces
- Status
- Available on Atlassian Marketplace for Jira Cloud
Solution
Jira Admin Cleanup and Governance
Jira admin work often fails in small places: stale filters, globally shared reports, label sprawl, and silent board changes. ArdSaor apps focus on these concrete cleanup and governance jobs with previews, audit records, and Forge-first architecture.