sue-tdd-demo-cifar10

What problem does it solve?

This Skill eliminates the risk of untested SUE scale-up experiment pipeline gaps by running a full from-scratch rehearsal on a DiT CIFAR-10 demo workspace, ensuring no runtime artifacts from prior runs are reused, and provides actionable path rule compliance suggestions to keep experiment workflows consistent.

Core Features & Use Cases

• Full Pipeline Rehearsal: Runs the entire canonical SUE pipeline from workspace cloning to final result summarization with no shortcuts, mimicking a new project's first run to catch hidden bugs.
• Path Rule Validation: Audits the final run output against the workspace's config/path_rule.yaml contract and provides iteration-ready revision suggestions or explicit no-change findings.
• Demo Documentation Update: Refreshes the public GitHub Pages Demo navbar/page to reflect the latest demo run without hardcoding specific versioned workspace names.
• Use Case: ML/HPC teams using the SUE framework can use this Skill to validate their pipeline setup, test path contracts, and keep public demo documentation accurate for stakeholders.

Quick Start

Use the sue-tdd-demo-cifar10 skill to clone a versioned DiT CIFAR-10 demo workspace, run the full SUE pipeline from scratch, inspect the final output tree, and update the public Demo page with path rule revision suggestions.