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This PR implements Phase 1 of the Risk Scoring Engine Enhancement.
It introduces:

  1. GitMiner: A module to analyze git history for file churn and author diversity metrics.
  2. CoverageParser: A module to parse test coverage reports from various formats (Cobertura, JaCoCo, Go).
  3. Enhanced RiskScorer: Updates the risk scoring logic to use a weighted formula combining static complexity, git churn, test coverage, author diversity, and file size.
  4. Jules Rules: A set of static analysis rules specifically designed to detect common issues in LLM-generated code (e.g., empty exception handlers, magic numbers).
  5. CLI Integration: Updates the scan command to accept git repo paths and coverage reports, and to apply the new scoring and rules.

Verified with unit tests and integration tests.


PR created automatically by Jules for task 2293089115775420705 started by @turtacn

…es rules

- Implemented `GitMiner` for historical churn and author analysis.
- Implemented `CoverageParser` for Cobertura, JaCoCo, and Go coverage reports.
- Enhanced `RiskScorer` with multi-dimensional weighted scoring model.
- Added `JulesRule` set for detecting LLM-generated code patterns.
- Integrated new components into `codesage scan` CLI.
- Added unit and integration tests for new features.
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@turtacn turtacn merged commit de74c83 into master Nov 24, 2025
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2 participants