harvard-artifacts-collection-etl-analytics
Pass
Audited by Gen Agent Trust Hub on Jun 13, 2026
Risk Level: SAFE
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill provides instructions to clone a repository from GitHub (
https://github.com/Manali0711/Harvard-Artifacts-Collection-Data-Engineering-Analytics-App.git) and download packages from standard registries (PyPI). These are standard developer operations and target public project repositories. - [COMMAND_EXECUTION]: Includes standard shell commands for environment setup such as
git clone,pip install, andstreamlit run. These commands are expected for the described data engineering workflow. - [CREDENTIALS_UNSAFE]: The skill correctly instructs users to use a
.envfile for managing sensitive information like API keys and database credentials. It uses placeholders (your_api_key_here,your_db_password) instead of hardcoding any real secrets. - [DATA_EXFILTRATION]: While the skill performs network requests and database operations, these are directed to the official Harvard Art Museums API and the user's own local/configured database, as specified by the primary function of the ETL pipeline.
Audit Metadata