pilot-ml-training-pipeline-setup
SKILL.md
ML Training Pipeline Setup
Deploy 4 agents spanning data prep, training, evaluation, and serving.
Roles
| Role | Hostname | Skills | Purpose |
|---|---|---|---|
| data-prep | <prefix>-data-prep |
pilot-dataset, pilot-share, pilot-task-chain | Cleans and transforms datasets |
| trainer | <prefix>-trainer |
pilot-dataset, pilot-model-share, pilot-metrics, pilot-task-chain | Trains models, tracks metrics |
| evaluator | <prefix>-evaluator |
pilot-model-share, pilot-metrics, pilot-review, pilot-task-chain | Evaluates and gates promotion |
| serving | <prefix>-serving |
pilot-model-share, pilot-health, pilot-webhook-bridge, pilot-load-balancer, pilot-metrics | Serves inference requests |
Setup Procedure
Step 1: Ask the user which role this agent should play and what prefix to use.
Step 2: Install the skills for the chosen role: