axisagentic-long-horizon-agents

Fail

Audited by Gen Agent Trust Hub on Oct 8, 2026

Risk Level: HIGHEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The installation instructions direct users to clone a repository from an untrusted GitHub account (XYZ-AI-Lab). This represents a supply chain risk as the contents of the repository are not vetted.
  • [REMOTE_CODE_EXECUTION]: The skill requires running a shell script (./setup_env.sh) immediately after cloning the repository. This is a high-risk operation that could execute malicious commands on the host system without prior inspection.
  • [INDIRECT_PROMPT_INJECTION]: The framework is designed to build agents that ingest data from external sources like web search and scrapers, which are susceptible to indirect prompt injection.
  • Ingestion points: The web_search and web_scraper tools defined in the configuration ingest content from the public internet into the agent's context.
  • Boundary markers: No specific delimiters or safety instructions are shown in the configuration templates to prevent the LLM from obeying instructions embedded in scraped content.
  • Capability inventory: The agent has the ability to execute various tools, manage files, and process datasets based on its trajectory.
  • Sanitization: The provided documentation does not detail any mechanisms for sanitizing or filtering untrusted content before it is processed by the model.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Oct 8, 2026, 11:38 PM