The Agent Skills Directory

[COMMAND_EXECUTION]: The skill includes several Python utility scripts in the scripts/ directory, such as ingest_search_exports.py, validate_exports.py, and derive_anchors.py. These scripts are used to process research metadata and validate document quality. Analysis shows they exclusively use standard libraries and do not perform unauthorized network or file system operations.
[DYNAMIC_EXECUTION]: The test script scripts/test_ingest_search_exports.py utilizes importlib.import_module() to dynamically load the main ingestion script for testing purposes. This is a standard and benign software testing pattern used to ensure modularity.
[DATA_EXPOSURE]: The skill instructions and scripts were audited for hardcoded credentials, sensitive file paths (e.g., SSH keys), and exfiltration patterns. No such risks were found. Academic API keys are managed through standard user-provided configuration instructions.

systematic-review