import-mapping-feedback-loop

What problem does it solve?

Explicit import-time mapping ensures headers and material names remain aligned with the canonical library, preventing drift and misclassification when source files change or contain unknown values.

Core Features & Use Cases

• Return mapping metadata on every import response, including detected columns and the status of each material.
• Enforce explicit user mapping before import succeeds, while preserving the fast path for exact matches.
• Rewrite imported material values to canonical library names prior to validation, and keep the parsing phase separate from side effects to support safe recovery and library updates.

Quick Start

Map the header aliases and material names explicitly during import to guarantee deterministic results.