You are integrating Claude Code into your Continuous Integration/Continuous Deployment (CI/CD) pipeline. The system runs automated code reviews, generates test cases, and provides feedback on pull requests. You need to design prompts that provide actionable feedback and minimize false positives. Your test generation produces unit tests for new code, but reviews show 55% are low-value: trivial assertions that only verify functions don't throw exceptions, tests duplicating existing coverage, or tests ignoring your team's fixture conventions. How do you reduce the rate of low-value tests being generated in the first place?
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