labeling-patterns
Pass
Audited by Gen Agent Trust Hub on Oct 15, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADS
Full Analysis
- [SAFE]: The skill is a collection of best practices and code examples for building annotation pipelines. It performs typical data processing tasks such as sampling, metric calculation, and heuristic labeling.
- [EXTERNAL_DOWNLOADS]: The Python snippets reference several external libraries including
numpy,pandas,scikit-learn,snorkel, andcleanlab. These are standard, industry-recognized packages for machine learning and data science. No suspicious or unverifiable sources were identified. - [COMMAND_EXECUTION]: No shell commands or system-level executions are present in the skill.
- [DATA_EXFILTRATION]: There are no network operations, hardcoded credentials, or attempts to access sensitive file system paths.
Audit Metadata