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StoryCraft AI - User Story, Acceptance Criteria & Refinement

works with Jira Cloud

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Key highlights of the appTurn rough notes into sprint-ready Jira issues in your team's own template. Grill, refine and split epics, and review every change

watch StoryCraft AI - User Story, Acceptance Criteria & Refinement video

Rough notes in, your team's format out

Jot down a few lines and StoryCraft turns them into a complete story, bug, epic or task in your team’s template. Pick from 16 ready-made templates or use your own. Review the result before anything is saved.

Get grilled before your refinement meeting

Grill Me interviews you like a product owner, QA lead or product manager, with a suggested answer for every question and a readiness score. Apply the answers to the description as a reviewable diff.

Split epics into stories you approve

StoryCraft proposes thin, vertically sliced stories for an epic, skips work existing child issues cover, and writes each in your story template. Edit or deselect, then create them in one step.

More details

StoryCraft is an AI refinement partner inside the Jira issue view. It writes in your team’s format, asks the questions a good product owner would, and never changes an issue without your approval.

  • Team templates: 16 ready-made templates for stories, bugs, epics and tasks, or use any issue as your template.
  • Grill Me: a short interview for stories, bugs and epics, with a suggested answer for every question and a readiness score.
  • Refine: plain-language instructions, a word-level diff, undo and manual edits before you apply.
  • Break into Stories: vertically sliced stories written in your story template, created only after your review.
  • Glossary and project context: StoryCraft learns your terms and domain and uses them in all AI output.

Runs on Atlassian: built on Forge. Issue data and AI processing stay in Atlassian’s cloud, with no data egress.

Resources

  • App documentation

    Comprehensive set of documentation from the partner on how this app works

Privacy and Security

Privacy policy

Atlassian's privacy policy is not applicable to the use of this app. Please refer to the privacy policy provided by this app's partner.

Partner privacy policy

Security program

This app is not part of the Marketplace Bug Bounty program.

Integration permissions

StoryCraft AI - User Story, Acceptance Criteria & Refinement integrates with your Atlassian app

Version information

Version 2.7.0•for Jira Cloud

Release date
Oct 31st 2026
Summary
Draft from Title, saved Grill Me sessions, Restore previous, easier setup
Details
  • New: Draft from Title. An issue with only a title now gets a complete first draft in your team template.
  • New: Restore previous. Undo an applied description from the panel for a few seconds after applying.
  • New: Grill Me sessions are saved. Continue later, edit earlier answers, and see the last readiness score in the panel. Apply to description now runs the refinement right away.
  • Improved Refine: quick instructions ("Add acceptance criteria", "Add edge cases"), Regenerate, and "Fix this" for every gap in Ask mode. Tables, images, panels and code blocks are kept when you apply.
  • Improved Break into Stories: formatted previews, Select all, Add story, a "Create as" issue type picker, and proposing again can keep your edits.
  • Improved setup: a checklist and issue type overview in Settings, "Treat as a bug" per type, and better epic and bug detection on non-English sites.
  • Improved glossary and analytics: Accept all, restore rejected terms, and the share of AI drafts applied.
Payment model
Paid via Atlassian
License type
Commercial

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