implementing-llms-litgpt

Pass

Audited by Gen Agent Trust Hub on Jun 22, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: The skill is primarily instructional documentation for the LitGPT library. No malicious code, obfuscation, or persistence mechanisms were detected.
  • [EXTERNAL_DOWNLOADS]: The skill instructs the user to download the litgpt library from PyPI and model weights from well-known and trusted organizations such as Meta, Microsoft, and Google through the Hugging Face model zoo.
  • [COMMAND_EXECUTION]: The skill documents the use of standard machine learning CLI tools and scripts, including the litgpt command-line interface, torchrun for distributed training, and SLURM for cluster job submission. These are intended behaviors for the skill's primary purpose.
  • [PROMPT_INJECTION]: The skill facilitates an indirect prompt injection surface by processing user-provided datasets for model fine-tuning and inference.
  • Ingestion points: External JSON datasets (e.g., data/my_dataset.json) containing instructions and responses.
  • Boundary markers: Structural separation is maintained through the JSON data format (fields for instruction, input, and output).
  • Capability inventory: The skill provides instructions for executing model fine-tuning (litgpt finetune) and text generation (litgpt generate) using these datasets.
  • Sanitization: The documentation does not specify sanitization or filtering of the dataset content, which is typical for model training workflows.
Audit Metadata
Risk Level
SAFE
Analyzed
Jun 22, 2026, 10:35 PM
Security Audit — agent-trust-hub — implementing-llms-litgpt