aserper

Use PROACTIVELY when writing or modifying code that calls external library APIs — verify function signatures, parameters, and return types are current before writing the code. Also use when looking up library docs, package metadata, Docker images, GitHub repos, GCP services, LogScale query syntax, or Zig docs.