magic-data-cleaning
Pass
Audited by Gen Agent Trust Hub on Jul 14, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill performs standard data cleaning operations such as missing value imputation (mean, median, mode, KNN) and text normalization using the well-established
pandasandnumpylibraries. - [SAFE]: No suspicious network operations, credential harvesting, or unauthorized file system access patterns were identified in the scripts or instructions.
- [SAFE]: The instructions promote security best practices, such as preventing data loss through checkpointing, validating all changes, and maintaining a clear boundary between deterministic cleaning and LLM-based synthesis.
- [SAFE]: The scripts are provided as clear-text Python code with no evidence of obfuscation or hidden logic. Metadata fields are descriptive and consistent with the skill's stated purpose.
- [SAFE]: References to other skills (e.g.,
magic-data-synthesis) are used for modular workflow routing rather than deceptive redirection.
Audit Metadata