Verifiable program-level self-evolution for AI-for-Science agents: Skills and typed Operators grow from replay-verified executions, and the model is never updated.

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Verifiable program-level self-evolution for AI-for-Science agents: Skills and typed Operators grow from replay-verified executions, and the model is never updated.

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