Solution

Spend maintainer time where it matters.

Maintainers need triage help, not an opaque replacement for judgment. Set conditions that protect secrets and leave the final decision with project owners.

Direct answer

Maintainers need triage help, not an opaque replacement for judgment. Set conditions that protect secrets and leave the final decision with project owners.

01Safe pull-request events
02Triage support
03Issue templates

How it works

Maintainers need triage help, not an opaque replacement for judgment. Set conditions that protect secrets and leave the final decision with project owners.

For spend maintainer time where it matters., use the published configuration and source repository as the product record. Keep the workflow small enough to inspect, and record any exception in the pull request rather than assuming a model result is final.

Limits to keep in view

Models, providers, and benchmark conditions change. Juror does not replace code ownership, test suites, static analysis, or a human decision to merge. Treat unknown cost and unevaluated compatibility as explicit unknowns.