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How to Optimize Code Specification Consistency for New Projects with Flycount JavaAI?

2025-08-30 1.4 K
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Automated Code Specification Assurance Program

Flycount JavaAI ensures code quality through a three-fold mechanism:

  • Preflight Optimization: automatically performs (1) naming convention conversion (user_id → userId) (2) comment completion (method-level JavaDoc) (3) directory structure standardization (following Maven conventions) when generating code
  • dynamic correction: Support for follow-up dialog commands such as "Simplify POJO with Lombok", where the AI rewrites the existing code while preserving the business logic.
  • compliance check: built-in Alibaba Java Development Manual rule set, automatically avoid magic values, duplicate code and other issues

Advanced Tip: You can customize the specification template in the plugin settings, such as requiring all Service classes to add @Transactional annotations, or forcing the use of specific exception handling patterns. For team projects, it is recommended to submit the AI-generated code to a separate branch first, and then merge it after confirming that the specification is up to standard through Code Review.

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