geometric_auditor

To audit 3D CAD models against contract specifications, the geometric auditor checks each feature against its contract and emits a detailed AuditResult JSON. It requires access to build source, deterministic geom_stats, and the contract specification.

Geometric validation for 3D product design verifies the implementation of every feature in a 3D model against its contract. It localizes discrepancies to specific pipeline steps like S1, S2, or S3 and provides actionable repair hints for identified issues.

To localize feature verification failures in a 3D model pipeline, the audit process identifies discrepancies and maps them to specific pipeline steps such as S1, S2, or S3. It utilizes Python for deterministic checks and LLM for verification.

Yes, CAD audit automation requires a contract specification file. The geometric auditor needs access to the build source, deterministic geom_stats, and the contract specification to perform strict checks and emit a detailed AuditResult JSON.

Yes, you can use Python for deterministic geometric checks on STL files. The geometric auditor utilizes Python for deterministic checks alongside LLM for verification, auditing 3D models like 'product.stl' against a 'product_contract.json' file.

The best way to automate CAD design quality control after model generation is using a strict geometric audit skill. It checks 3D models for geometric accuracy, ensuring the final product meets design specifications by verifying each feature against its contract.