hypogenic-hypothesis-generation

Pass

Audited by Gen Agent Trust Hub on Mar 16, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill installs the hypogenic Python package via pip and clones research datasets from the ChicagoHAI GitHub organization.
  • [COMMAND_EXECUTION]: The skill references the execution of setup and runner shell scripts (setup_grobid.sh, run_grobid.sh) and utilizes CLI tools (hypogenic_generation, hypogenic_inference) for its core hypothesis processing pipeline.
  • [PROMPT_INJECTION]: The skill is vulnerable to indirect prompt injection through its data ingestion points.
  • Ingestion points: Reads dataset JSON files (train/val/test) and PDF literature files.
  • Boundary markers: Prompt templates for data observation and inference lack delimiters or instructions to ignore embedded commands.
  • Capability inventory: Includes execution of local scripts and filesystem writes.
  • Sanitization: No sanitization or filtering is performed on external text features before they are interpolated into LLM prompts.
Audit Metadata
Risk Level
SAFE
Analyzed
Mar 16, 2026, 02:33 AM