Skill Discovery Patterns

Skill Discovery Patterns automatically scans your `.claude/skills/` directory at workflow start, categorizing patterns into core, data, service, async, UI, i18n, testing, and domain layers. It stores the inventory in YAML and dynamically invokes matched skills during tasks, eliminating manual configuration.

Yes. Skill Discovery Patterns adapts AI behavior based on available skills in each project. It detects Bootstrap patterns in one Rails project and TailAdmin in another, applying the correct conventions automatically without manual intervention.

Skill Discovery Patterns validates available skills against best practices and applies them dynamically during workflow execution. By organizing your conventions into the `.claude/skills/` directory by category, the system automatically guides agent behavior to match your architecture.

No. Skill Discovery Patterns eliminates manual setup by automatically scanning and inventorying skills from your project structure at workflow start, then applying them contextually across tasks without requiring per-project configuration.

The Skill categorizes patterns across eight layers—core, data, service, async, UI, i18n, testing, and domain—allowing it to guide workflow planning and skill invocation at each architectural level, ensuring consistent patterns throughout multi-layer Rails applications.

Skill Discovery Patterns validates discovered skills against best practices during inventory storage. Mismatches are flagged, allowing you to refine your skill definitions in `.claude/skills/` before dynamic invocation occurs, ensuring only validated patterns guide workflow execution.