What problem does it solve? Maintainers of the NVIDIA/NemoClaw repository accumulate stale bug reports that may already be fixed, and manually re-testing each old issue against the latest release is slow, costly, and inconsistent. This Skill automates the verification loop: it selects eligible bug issues, reproduces them on the reported version and the latest tag, and drafts an evidence-backed verdict comment for maintainer approval. ## Core Features & Use Cases - Candidate selection and filtering: Finds open issues with native Issue Type Bug, applies platform, security, integration, idempotency, and active-discussion filters, and parses the reported version from labels, body, or comments. - Baseline-plus-latest reproduction: Extracts or synthesizes a reproducer, validates it against the reported version first, then re-runs it on the latest tag using local-first execution or approved Brev cloud boxes, with special rubrics for performance, rebuild-cycle, log-only, and by-design bugs. - Governed write-back: Scores confidence, redacts secrets, drafts concise verdict comments with tag-anchored links, and applies Project field updates only after explicit maintainer approval; it never auto-closes issues. - Use Case: A maintainer runs a weekly batch to drain the bug backlog, and the Skill verifies up to 15 stale issues, posting redacted verdict comments such as fixed-on-latest, still-reproduces, by-design, or verify-inconclusive. ## Quick Start Ask the agent to verify whether stale NemoClaw bug issue number 2007 still reproduces on the latest release tag.
