magic-statistical-analysis
Pass
Audited by Gen Agent Trust Hub on Jul 3, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill implements deterministic statistical computations using standard libraries (pandas, numpy, scipy). It explicitly directs the agent to use code for calculations, avoiding LLM-based arithmetic errors.
- [SAFE]: Automated test selection logic (e.g., using Shapiro-Wilk for normality testing before choosing between parametric tests like t-tests or non-parametric alternatives like Mann-Whitney U) demonstrates a high standard of statistical rigor and prevents common misapplications of statistical tests.
- [SAFE]: Command execution identified in the test suite (tests/test_validate_statistics.py) is used exclusively for functional testing of the local script using sys.executable, which is a standard and safe development practice.
- [SAFE]: No suspicious dependencies, remote code execution patterns, or obfuscated content were found. Data access is restricted to user-provided input files for analysis purposes.
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