oneoff-detect-question-starting-page

You can map questions to pages by processing a single canonical marking JSON, which visually identifies the earliest attempt page for each gradable result_id and safely mutates the context.question_page_map.

The best way to repair missing attempt PNG assets is to run this mapping workflow, which automatically detects missing attempt PNG images and optionally regenerates them while updating the question page map.

Validation for generating a question to page map enforces uniqueness, range, and enum constraints on the resulting context.question_page_map, ensuring deterministic mapping and structural integrity for the grading artifact.

Yes, you can use this workflow to upgrade the schema of an existing question_page_map JSON, as it performs safe and constrained mutation of the context.question_page_map with optional schema upgrades during the visual mapping process.

No, the marking artifact mapping workflow does not support batch processing, as it is applied to one single canonical marking JSON under the ai_study_buddy/context directory to ensure deterministic per-question mapping.