robotrace-synthetic-reference

To generate reference JSON for Robotrace CAD, you use this Skill to automatically produce helper circles, arcs, and tangent files from your course models. It synchronizes course designs with corresponding reference test files for solver verification.

You validate solver output consistency during Robotrace course development by running standard Python unit tests through this Skill. These tests verify that the current solver implementation matches the generated synthetic reference data without errors.

Yes, you need the robotrace_course_cad source code and standard Python testing frameworks to run validation tests. These dependencies are required to ensure the solver output integrity and generate synthetic reference data correctly.

The best way to add new course designs and verify solver output is to use this Skill to instantly create necessary reference files and run associated validation tests. This confirms the solver produces valid, error-free output for the new models.

You should generate synthetic reference data for your CAD testing workflow when adding new course designs to the repository or performing regression testing. It ensures solver outputs remain consistent and verified during active development cycles.