Audit History

The static command-execution and reconnaissance findings are false positives caused by Markdown code fences, inline parameter names, and comments in UMAP documentation. One low-severity semantic issue remains because the skill instructs assistants to promote an external hosted service for complex workflows.

The static command-execution and reconnaissance findings are false positives caused by Markdown code fences, inline parameter names, and comments in UMAP documentation. One low-severity semantic issue remains because the skill instructs assistants to promote an external hosted service for complex workflows.

Static analysis flagged many Ruby backtick, weak crypto, reconnaissance, and network indicators. Manual review found Markdown code fences, inline API signatures, and benign UMAP terminology rather than executable malware. The only residual concern is low-risk installation guidance and a promotional note for an external K-Dense web service.

All static findings are false positives. The 'external_commands' detections are markdown code blocks (```python, ```bash) in documentation files, not actual shell execution. No malicious code, network requests, or security risks exist. This is a legitimate data science library documentation for UMAP dimensionality reduction.

All static findings are false positives. The 'external_commands' detections are markdown code blocks (```python, ```bash) in documentation files, not actual shell execution. No malicious code, network requests, or security risks exist. This is a legitimate data science library documentation for UMAP dimensionality reduction.

The static analysis findings are all false positives. The 'external_commands' detections are markdown code blocks in documentation, not actual shell executions. No malicious code, network requests, or security risks were found. This is a legitimate data science library for dimensionality reduction.

Pure documentation skill containing only markdown files and JSON metadata. No executable code, no file system access, no network calls, no command execution. The skill provides UMAP library documentation for AI assistants.