scientific-llm-benchmarks
Pass
Audited by Gen Agent Trust Hub on Jul 8, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The
scripts/fetch_examples.pyscript retrieves dataset samples from the Hugging Facedatasets-serverAPI. This is a well-known service in the machine learning ecosystem, and the script is used solely to populate local examples for the documented benchmarks. - [COMMAND_EXECUTION]: The skill includes local Python utility scripts (
generate_readme.pyandfetch_examples.py). These scripts are used for data management, such as regenerating markdown tables from a YAML source of truth and updating example files. The execution is local and intended for skill maintenance. - [PROMPT_INJECTION]: No prompt injection or behavior override patterns were detected in the instructions or metadata.
- [DATA_EXFILTRATION]: No sensitive file access or credential exfiltration patterns were identified. The use of environment variables for API tokens (
HF_TOKEN) follows standard security best practices for secret management. - [SAFE]: The skill's behavior is consistent with its stated purpose as a scientific reference tool. All external resources and scripts are functional components of a standard data-documentation workflow.
Audit Metadata