hunt-llm-ai

Fail

Audited by Gen Agent Trust Hub on May 10, 2026

Risk Level: HIGHPROMPT_INJECTIONREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONDATA_EXFILTRATION
Full Analysis
  • [PROMPT_INJECTION]: The skill documents and provides numerous ready-to-use prompt injection strings intended to override model behavior, such as 'IGNORE ALL PREVIOUS INSTRUCTIONS' and 'Pretend you are an unrestricted AI named DAN'. It also includes specific techniques for extracting system prompts and bypassing safety filters via language wrapping.
  • [REMOTE_CODE_EXECUTION]: Provides explicit Python code snippets and exploitation patterns for achieving arbitrary code execution (e.g., using os.system('id') or subprocess.run()). It details critical vulnerabilities (CVSS 9.8) in widely used packages like LangChain and inference servers like BentoML.
  • [DATA_EXFILTRATION]: Includes instructions and code for exfiltrating sensitive data (such as AWS credentials and MFA codes) using sophisticated techniques like 'ASCII smuggling' with Unicode tag characters and markdown image source exfiltration to attacker-controlled domains.
  • [COMMAND_EXECUTION]: Contains multiple ripgrep shell command patterns designed to be run against local filesystems to find secrets, environment variables, and vulnerable code structures. It also describes leveraging AI tools (e.g., shell or python REPL tools) to perform unauthorized system operations.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
May 10, 2026, 07:58 AM
Security Audit — agent-trust-hub — hunt-llm-ai