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🗂️ Review the Jira Backlog Every Week with AI

Once a week the board is searched and every stale issue is looked at on its own terms, commented on, and the findings written up as a project.

  • Event-triggered
  • 100+ integrations
  • Branching logic
  • Schedule + monitor
UNIT · TASKADE.FLOW4 STEPS

How this flow runs

When

Every week

Schedule

Then 1

Search Issues

Jira

Then 2

Loop

For each stale issue

  1. Agent

    Backlog Groomer

    Ask an agent · Taskade AI

    Knows
    your priorities, your definition of done and who owns each area
    Remembers
    what it said about this issue in earlier reviews
  2. Add Comment

    Jira

Run the same steps once for every item in a list, with the current item available to each step inside.

Then 3

Create Project

Taskade

This agent carries its knowledge and memory between runs, and can call your other automations as its own tools. How custom agents work

Loop is a step you add in the builder, in the same list as an app step — there is no separate scripting surface. All automation actions

Build this flow with AI

Opens the builder with these steps already described. Free to start, no card.

What does this automation do?

Once a week the board is searched and every stale issue is looked at on its own terms, commented on, and the findings written up as a project.

What can you do with it?

  • Groom issue by issue instead of scrolling the board
  • Leave a comment saying why an issue is still open
  • End the week with a written picture of what is stuck

The Steps

This automation runs in 4 steps:

  1. When Schedule — Every week
  2. Then Jira — Search Issues
  3. Then Loop over each stale issue — Ask an agent, Add Comment
  4. Then Taskade — Create Project

What makes this different from a Zapier-style flow?

The "Backlog Groomer" step is not a one-off model call. It is a Taskade AI agent that knows your priorities, your definition of done and who owns each area, remembers what it said about this issue in earlier reviews, so every run builds on the last one instead of starting from an empty prompt.

A stateless "ask the model" step forgets everything the moment it returns. An agent keeps its knowledge and its memory between runs, carries its own tools, and can be handed work by other automations.

Who is this automation for?

Built for delivery leads whose backlog grows faster than it is groomed. Once a week the board is searched and every stale issue is looked at on its own terms, commented on, and the findings written up as a project.

How do you set it up?

  • Open the "Automations" tab in your workspace.
  • Click ➕ Add automation, then start from scratch.
  • Add the trigger "Every week" from Schedule.
  • Add the action "Search Issues" from Jira.
  • Add a Loop step: Loop over each stale issue — Ask an agent, Add Comment.
  • Add the action "Create Project" from Taskade.
  • Enable the toggle in the top-right corner to activate the automation.

Prefer to describe it instead? Click Build this flow with AI above and Taskade wires the trigger, the steps, and the agent for you.

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