import-pipeline

To extend an import pipeline safely, you must update stage contracts, maintain transactional guarantees with explicit rollback paths, and add tests to prevent partial or unsafe changes during format integration.

Modifying duplicate detection safely requires maintaining transactional integrity and cancellation semantics, updating the relevant import stages, and validating changes with tests to ensure consistent behavior across directory and archive imports.

Import stage contracts define the transactional boundaries and logging requirements for each step; adjusting them requires aligning with CodebaseMap and product docs to preserve cancellation semantics and system consistency.

Yes, changing import conversion logic requires aligning documentation references like CodebaseMap and Librova-Product to ensure the pipeline extension remains consistent with the broader codebase and product specifications.

Archive import failures often occur when transactional guarantees or cancellation semantics are compromised; ensure your extension includes explicit rollback paths and comprehensive tests to handle partial or unsafe changes.