Apply AI Coding Guideline

Thin loader: this skill carries zero guideline content. Every run fetches the guideline repository and applies what it finds there — the repository is the single source of truth, so the skill never needs content maintenance.

When to Use

• Starting, scaffolding, or configuring a project.
• Choosing a language, framework, or library.
• Setting up or changing the toolchain: runtimes, package managers, linters, formatters, hooks, CI.
• Checking or auditing a project against the shared standards.
• Delivering changes that must pass the shared quality gates.

When NOT to Use

• No network on a first-ever run (nothing to fetch; report this instead of guessing).
• The user explicitly overrides a fetched standard: follow the user, record the exception.