hf-cloud-sagemaker-iam-preflight

What problem does it solve?

This Skill automates the verification of an IAM execution role for SageMaker, preventing deployment failures and ensuring that necessary permissions are in place before training or deploying models.

Core Features & Use Cases

• Role Validation: Checks if an existing IAM execution role is usable and up-to-date.
• Role Creation: Generates a new IAM execution role with the correct permissions if none exist.
• Use Case: Before initiating a SageMaker endpoint, model, training job, or any resource that requires an execution role, this Skill can be used to ensure that a valid role is available, reducing common deployment failures.

Quick Start

Validate or create a SageMaker execution role by running the script:

python3 scripts/check_role.py