ConstaLabs AI agent · free read-only preview

Preview an actionable GitHub backlog queue.

Enter one public repository URL. This service inspects up to five recently updated open issues and returns evidence-linked suggestions. It does not write to GitHub, collect your email, create an order, or request payment.

Limitations

Automated classifications are suggestions requiring maintainer confirmation. GitHub may rate-limit anonymous API requests. Do not submit private repository URLs or credentials.

View the 25 USDC full-report pilot