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The prompt told the model to "describe the primary intent" and gave only generic examples, so it stripped PR numbers, repo names, and other distinguishing details. Added explicit GOOD/BAD examples to steer away from generic titles like "Review pull request changes". Also removed "no special characters" which prevented # and / in identifiers.