Jira Ticket Triage Agent

Triage is nobody's job until standup, so issues sit with no component, no owner and no version number, and the same bug gets filed three times in a week. This agent picks up each issue as it is created, searches the project for the same symptom, applies your labels, assigns it from your team map, and leaves one comment asking for exactly what is missing. The board starts the day sorted instead of getting sorted at ten by whoever drew the short straw.

What people use it for

• Route to the owning squad - Your team map decides who owns each area, so the issue lands on the right board the minute it is created instead of after two reassignments and a week in the backlog.
• Catch duplicates before the sprint - A JQL search across open and recently closed issues runs before anything is written, so a re-report gets linked to the original key rather than becoming a second parallel investigation nobody reconciles.
• Chase the missing repro once - Issues filed by support almost never carry the version, environment and steps engineers need. One comment asks for exactly those, named, so the reporter can answer in a sentence.
• Page only for real fires - Slack fires only for issues that meet the critical bar in your triage guide, with the key, the summary and the one line that makes it critical. The rest of triage stays quietly in Jira.

Before you fork

What do I need to connect before this works?

A Jira credential that can browse, comment, label and assign in the project you want triaged, and a Slack channel for the critical ones. Your label and component taxonomy, your critical bar, and who owns each area go in as variables. There are no Jira automation rules to write and no app to install in your instance.

What does it cost to run?

One run per issue created, and each run is a read, a search and one comment, so cost tracks how many issues you open and not how large the project is. A team taking 30 new issues a day is 30 small runs a day. Point it at one project first and watch a day of triage before widening it.

What can it actually change in Jira?

Labels and components that already exist, the assignee from your team map, and exactly one comment. It never transitions an issue, changes priority, edits a description or closes anything, so the worst case is a wrong label that takes one click to undo. When the area is unclear it leaves the issue unassigned and says so, and you can rehearse it on the staged issues before it touches a real project.