Repository-aware export
Only authorized repositories are shown, and repositories that cannot receive issues are blocked before a job is created.
- GitHub App installation
- Repository metadata checks
- Workspace access enforcement
Integration
Turn QA findings into ready-to-fix GitHub Issues
AISwarmQA turns one selected finding into a structured issue with reproduction steps, evidence, acceptance criteria, and an AISwarmQA metadata marker.
Duplicate prevention
Findings carry deterministic fingerprints so retries do not create repeated GitHub Issues for the same problem.
- Issue URL persistence
- Batch status
- Retry safety
Clear issue body
Issue bodies include the engineering details needed to reproduce and fix the problem.
- Severity and category
- Affected page
- Expected versus actual behavior
FAQ
Straight answers
Visible answers for visitors and valid FAQ structured data for crawlers.
01Do exports require confirmation?
Yes. AISwarmQA requires explicit confirmation before creating a real issue.
02Are GitHub tokens exposed?
No. Installation tokens are server-side only and never printed in public UI.