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audit code/runtime #3

Description

@VoDaiLocz

Review this repository like a senior code reviewer and generate GitHub issues only for runtime correctness, architectural risks, and misleading behavior.

Focus on:

  • attack/protection logic
  • scoring/metrics validity
  • CLI/service consistency
  • batch behavior
  • report accuracy
  • benchmark trustworthiness
  • failure modes hidden behind "successful" outputs

For each issue, include:

  • Title
  • Severity
  • Affected files
  • Exact risk
  • User-visible impact
  • Proposed change
  • Acceptance criteria

Do not create style-only issues. Only create issues that affect behavior, correctness, or trustworthiness.

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