tao-train-sparse4d
Pass
Audited by Gen Agent Trust Hub on Jun 23, 2026
Risk Level: SAFECOMMAND_EXECUTIONEXTERNAL_DOWNLOADS
Full Analysis
- [COMMAND_EXECUTION]: The skill is designed to generate and execute CLI commands for the NVIDIA TAO Toolkit.
- Execution patterns identified in
references/skill_info.yamlinclude commands likesparse4d train -e {config_path}andsparse4d evaluate -e {config_path}. - These commands are run via the
Bashtool and are consistent with the skill's stated purpose of training and managing deep learning models. - [EXTERNAL_DOWNLOADS]: The skill integrates with external services for data management and telemetry.
- The documentation in
SKILL.mddescribes the use of S3 buckets (s3://...) for dataset storage and retrieval. - The configuration schemas (e.g.,
schemas/train.schema.json) show that Weights & Biases (WandB) telemetry is enabled by default for experiment tracking, which involves sending training metrics to the WandB cloud service.
Audit Metadata