Embed the checkpoint training recipe, remove the stale machine-local recipe path, and prepend RenderGenerationPromptStep so runtime query_kind/text metadata becomes semantic messages before policy-native formatting. Model and normalization tensors are unchanged.
WALL-OSS trained on super_chatton_annotated with subtask recipe (PR 4234, 6250 steps, gbs 16)
