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
litgptlibrary 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
litgptcommand-line interface,torchrunfor 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