Story Critic Skill

Get Help Improving Backlog Items

Use this free AI skill with ChatGPT or Claude to critique backlog items, sharpen their outcomes, and find concrete ways to improve them.

Backlog items often describe a solution before the intended outcome is clear. Story Critic gives you an AI-assisted way to challenge that framing, identify missing context, and find questions worth discussing with the team.

Use the free skill with ChatGPT or Claude to review a story or other backlog item. It will help you examine the user need, desired outcome, assumptions, and opportunities to improve the item without pretending AI can replace product discovery.

Download Story Critic and bring a sharper set of questions to refinement.