verl-rl-training
Pass
Audited by Gen Agent Trust Hub on Jun 29, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill is a comprehensive technical guide for reinforcement learning training using the verl (Volcano Engine RL) library, an open-source framework.
- [EXTERNAL_DOWNLOADS]: The skill provides instructions to download the verl library from its official GitHub repository (github.com/volcengine/verl) and use official Docker images. These are legitimate resources associated with the project's developers.
- [COMMAND_EXECUTION]: The provided shell commands are standard for machine learning workflows, including environment setup (pip install), distributed computing management (ray start), and training execution (python -m verl.trainer.main_ppo).
- [INDIRECT_PROMPT_INJECTION]: The skill defines patterns for processing training datasets and implementing reward functions. While this represents a data ingestion surface, it is consistent with the core functionality of a model training framework and contains no malicious directives.
Audit Metadata