quality-assurance

Finding subtle bugs or policy violations across large codebases that require consistent multi-agent consensus.

Quality gate before handing off exploration artifacts to build phase.

Architecture reviews and security audits where diverse lenses + adversarial code-tracing beats single-reviewer cost/coverage tradeoff

When auditing existing designs against foundational principles before committing to refine or redesign.

workflow automation in specialized problem domain; check artifact name and description.

Systematically reviewing design artifacts across consistency and usability

Code/MR review across security, performance, conventions with adversarial refutation quorum gates.

Stdlib sub-skill for pluggable eval rule sets with deterministic scoring

Validating research process design and identifying gaps