cumcm-master

Warn

Audited by Gen Agent Trust Hub on Sep 3, 2026

Risk Level: MEDIUMCOMMAND_EXECUTIONDYNAMIC_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [DYNAMIC_EXECUTION]: The skill instructs the agent to autonomously generate Python scripts within a workspace (e.g., 01_data_eda.py, 02_problem1_model.py) and execute them using the system shell to perform data analysis, modeling, and visualization tasks.
  • [COMMAND_EXECUTION]: The skill uses various shell commands for environment setup (bootstrap_runtime.py), workspace management (setup_workspace.py), state tracking (agent_memory_manager.py), and LaTeX paper compilation (xelatex).
  • [INDIRECT_PROMPT_INJECTION]: The agent ingests untrusted data from external sources which directly influences its reasoning and the code it generates for execution.
  • Ingestion points: Processes user-provided PDF or text files for problem statements and fetches content from the web via WebSearch and WebFetch tools.
  • Boundary markers: Absent; there are no specified delimiters or instructions to prevent the agent from following directives embedded within the ingested problem statements or research data.
  • Capability inventory: Extensive capabilities including writing files, executing shell commands, and running dynamically generated Python scripts.
  • Sanitization: Absent; no methods are defined to sanitize or validate the content extracted from external documents or web search results before it is used in the prompt context.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Sep 3, 2026, 06:07 AM