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Pass catalogue voice gender to the agent-profile prompt, ask the model to keep voice, name and persona gender consistent, persist a language-independent voiceDesign.gender, and make the fallback voice pick prefer the agent's gender. Catalogues without male/female data keep the previous behavior. Closes #1084 Co-authored-by: Frank-zhu2000 <Frank-zhu2000@users.noreply.github.com>