Code Fix Tool

The tool analyzes source code to identify common defects and non-idiomatic patterns. It produces patches and unified diffs that can be reviewed and applied in version control. This accelerates triage for developers, reviewers, and CI engineers by providing concrete repair candidates rather than only error messages. The approach is language-aware, leveraging language grammars and style guides to ensure patches align with established conventions. The tool operates conceptually as a translator: from a detected issue to a minimal, correct patch, with a rationale for the suggested change. It benefits teams dealing with legacy code, multi-language repositories, and frequent lint or syntax violations. The value lies in reducing manual patching time, increasing patch consistency, and supporting automated code review workflows. Core features include input validation, patch generation, diff export, and a confidence score that helps reviewers prioritize fixes. Use cases range from quick syntax fixes in pull requests to suggested refactors for maintainability and CI-ready patches for automated testing pipelines. Unique value comes from AST-based analysis, rule-driven patch templates, and integration-ready outputs that respect widely used coding standards.