jlpt-n5-listening-variation-tester

To validate a derived-data.json file for JLPT N5 listening variations, you run a six-pass process that performs mechanical schema validation, semantic review, image verification, WebP optimization, TTS audio generation, and final question.json construction.

The JLPT listening comprehension validation process checks for logical consistency, accurate visual representation, and ensures the Japanese content strictly matches the N5 proficiency level through both mechanical schema and semantic review passes.

You generate TTS audio and WebP images for JLPT N5 listening practice items by passing the derived-data.json file through the validation pipeline, which automatically verifies images, optimizes them to WebP, and synthesizes TTS audio.

No external dependencies are required to build the final question.json for JLPT listening variations. The validation and construction process operates entirely using its internal scripts without relying on external packages.

JLPT N5 listening variation validation fails during the semantic review pass when the generated text lacks logical consistency or does not accurately meet the required N5 level Japanese language proficiency standards.

You need to run a multi-pass validation on JLPT N5 listening practice materials after creating new listening variations with a creator skill, ensuring all derived data, images, and audio are accurate and optimized before final deployment.