architecture-design
Use only when creating new registrable ML components that require Factory or Registry patterns.
Profile →npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill architecture-design --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Architecture Design - ML Project Template This skill defines the standard code architecture for machine learning projects based on the template structure. When modifying or extending code, follow these patterns to maintain consistency. ## Overview The project follows a modular, extensible architecture with clear separation of concerns. Each module (data, model, trainer, analysis) is independentl
What does the architecture-design skill do?
Use only when creating new registrable ML components that require Factory or Registry patterns.
How do I install it?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill architecture-design --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From brycewang-stanford/Auto-Empirical-Research-Skills, a repository with 3,244 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.