Backlog Curator

What it does

The backlog-curator skill helps AI agents manage task lists by organizing, prioritizing, and refining items within a project backlog. It transforms raw input into structured, actionable work queues to improve workflow efficiency.

When to use it

• You need to convert a messy list of ideas into a prioritized sprint plan.
• Your team requires automated sorting of incoming tasks based on urgency or impact.
• You want to generate clear status updates from a disorganized collection of notes.
• You are managing multiple streams of work and need to consolidate them into a single view.

Key capabilities

• Organizes unstructured task inputs into logical groups.
• Prioritizes items based on defined criteria or implicit importance.
• Refines vague descriptions into clear, actionable instructions.
• Maintains context across large volumes of backlog items.

Example prompts

• "Take this list of 50 random ideas and organize them into a weekly sprint backlog."
• "Prioritize these support tickets based on customer impact and effort required."
• "Refine these vague meeting notes into specific tasks for the development team."

Tips & gotchas

Ensure your input data includes enough context for the agent to make accurate prioritization decisions. For best results, provide clear criteria (e.g., "prioritize by deadline") if the backlog contains mixed types of items.