dubery-v3-validator

You can validate UGC prompts against a strict JSON schema by feeding the prompt text file to a pre-spend validation gate. This enforces required fields, product fidelity, and naturalism constraints to prevent malformed or unsafe image generation prompts.

Pre-spend validation is a gate that checks v3 UGC prompts for product fidelity, naturalism, and JSON schema compliance before processing. It stops invalid prompts early to save compute and provides actionable feedback for content teams.

Yes, prompt validation checks image_input references, sidecar prodref data, and category routing for kraft and hero assets. It applies discipline checks across V1–V8 to ensure prompts align with product fidelity and naturalism constraints.

To enforce strict JSON structure, the validator parses embedded JSON blocks within UGC prompts and checks for required fields. It enforces discipline checks across V1–V8 to prevent invalid prompts and unsafe content from reaching image generation.

A v3 UGC prompt fails validation if it violates product fidelity, naturalism constraints, or the strict JSON schema. The validator generates a pass/fail report with detailed issues, stopping invalid prompts early to save compute resources.

Yes, you can validate prompts built from v3 pipeline outputs by checking category routing for kraft and hero assets. The validator enforces camera-relative directions and product fidelity constraints across V1–V8 disciplines before image generation.