orchestrating-llm-attacks-with-pyrit

Pass

Audited by Gen Agent Trust Hub on Jun 24, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill documentation and scripts reference the installation and use of the pyrit package from PyPI. This is the official Microsoft Python Risk Identification Tool for generative AI, a well-known security framework.
  • [COMMAND_EXECUTION]: The provided scripts/agent.py serves as a command-line interface for running PyRIT orchestrators. It facilitates network communication with LLM provider endpoints (such as OpenAI and Azure) and writes conversation logs to local storage based on user-provided arguments.
  • [PROMPT_INJECTION]: The core functionality of the skill is to teach and automate multi-turn prompt injection and jailbreaking techniques. While these are adversarial patterns, they are presented here as legitimate security evaluation methods (red-teaming) for AI systems.
Audit Metadata
Risk Level
SAFE
Analyzed
Jun 24, 2026, 03:08 PM
Security Audit — agent-trust-hub — orchestrating-llm-attacks-with-pyrit