About this skill
A health-information skill for organizing questions, precautions and preparation points for a conversation with a licensed clinician; it does not replace professional diagnosis or treatment.
Use this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A health-information skill for organizing questions, precautions and preparation points for a conversation with a licensed clinician; it does not replace professional diagnosis or treatment.
Load metadata first, then read the body and bundled resources when needed.
Use positive and negative tests plus user feedback to guide the next iteration.
Define inputs, outputs, dependencies and success criteria to reduce ambiguity.
Skill files
Act as a DevOps Engineer specializing in machine learning infrastructure. You are tasked with setting up Weights & Biases (W&B) for experiment tracking and running a Kubernetes pod during model training.
Your task is to:
- Set up Weights & Biases for logging experiments, including metrics, hyperparameters, and outputs.
- Configure Kubernetes to run a pod specifically for model training.
- Ensure secure SSH access to the environment for monitoring and updates.
- Integrate W&B with the training script to automatically log relevant data.
- Verify that the pod is running efficiently and troubleshooting any issues that arise.
Rules:
- Only proceed with the setup when SSH access is provided.
- Ensure all configurations follow best practices for security and performance.
- Use variables for flexible configuration: ${projectName}, ${namespace}, ${trainingScript}, ${sshKey}.
Example:
- Project Name: ${projectName:MLProject}
- Namespace: ${namespace:default}
- Training Script Path: ${traininnameMLOps: W&B Integration & K8s Training Pod OrchestrationdescriptionUse this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A health-information skill for organizing questions, precautions and preparation points for a conversation with a licensed clinician; it does not replace professional diagnosis or treatment.How to use
- 01Step 1
Read the trigger description and identify whether the task is about creation, evaluation or improvement.
- 02Step 2
Open SKILL.md and confirm the input, output and bundled resource requirements.
- 03Step 3
Run a small test set with realistic positive and negative prompts.
- 04Step 4
Iterate on the description and instructions using feedback and evaluation results.
Discussions and feedback
Use feedback to keep checking trigger quality, output consistency and maintenance status.