The preceding state layout failed structural validation. Correct the supplied invalid_layout using the original public sources and the exact validation_error. Return exactly state_schema and initialization_requirements matching output_schema. This is one declared format-repair call, not permission to invent native behavior or change instance facts. Retain the intended representation where supported; fix invalid JSON Schema structure and type names. No claims or behavioral rules belong in this stage. Standard type names exclude "any"; use {} for an unconstrained value. Within an object schema, required is a sibling of properties and contains field names, never a member schema inside properties. No remote references or $id.

Fictional correction: {"type":"object","properties":{"label":{"type":"string"},"required":["label"]}} is invalid; its intended object shape is {"type":"object","properties":{"label":{"type":"string"}},"required":["label"]}. Apply the actual validation error to the actual target schema. The original failed output remains recorded; a corrected schema does not establish behavioral accuracy.
