exploratory-data-analysis

Pass

Audited by Gen Agent Trust Hub on Sep 14, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted scientific data files (e.g., FASTA, PDB, CSV) and extracts metadata such as headers, IDs, and attributes to include in generated markdown reports.
  • Ingestion points: Metadata extraction in scripts/eda_analyzer.py and recommended custom analysis steps in SKILL.md.
  • Boundary markers: None identified; extracted metadata is directly interpolated into markdown templates without specific delimiters or instructions to ignore embedded content.
  • Capability inventory: File system reading, report generation (writing to file system), and recommendations for package installation.
  • Sanitization: The script scripts/eda_analyzer.py lacks explicit sanitization or escaping of metadata extracted from files before placing it into the markdown report.
  • [EXTERNAL_DOWNLOADS]: The skill's documentation and reference files (e.g., references/bioinformatics_genomics_formats.md) recommend installing a large variety of domain-specific Python libraries via pip install or uv pip install.
  • The instructions explicitly suggest acquiring packages like biopython, rdkit, pysam, nd2reader, and many others based on the specific format being analyzed.
  • While most of these are standard tools in scientific computing, the lack of version pinning and the reliance on a vast number of external sources introduces a minor supply-chain risk factor.
  • [COMMAND_EXECUTION]: The SKILL.md instructions guide the agent to execute the scripts/eda_analyzer.py script and perform custom Python-based analysis involving file system operations.
  • The script performs file system reads and writes based on user-provided file paths.
  • There is a minor risk of command injection if the agent does not properly handle file paths containing shell metacharacters when invoking the script through a terminal environment.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 14, 2026, 05:19 PM
Security Audit — agent-trust-hub — exploratory-data-analysis