hypogenic

Pass

Audited by Gen Agent Trust Hub on Apr 16, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: Fetches example datasets from the 'ChicagoHAI' GitHub organization and installs the 'hypogenic' package from the official Python Package Index (PyPI).
  • [COMMAND_EXECUTION]: Instructs the user to execute local shell scripts (setup_grobid.sh, run_grobid.sh) provided within the skill's directory structure to manage environment setup and background services.
  • [PROMPT_INJECTION]: Identified an indirect prompt injection surface (Category 8) because the skill processes external datasets and literature PDFs to generate prompts.
    • Ingestion points: Training, validation, and test datasets in JSON format, and research paper PDFs.
    • Boundary markers: Uses YAML configuration templates with ${variable} placeholders to interpolate data into system and user prompts.
    • Capability inventory: Includes CLI tools for generation and inference (hypogenic_generation, hypogenic_inference) and python scripts for PDF processing.
    • Sanitization: Relies on structured template injection and custom label extraction functions to parse LLM outputs.
Audit Metadata
Risk Level
SAFE
Analyzed
Apr 16, 2026, 08:25 AM