work-type-classifier

Features and purpose

This skill should be used when the user initiates autonomous development with /auto, /auto-lite, or similar commands to classify the type of work. Semantic work type classification with multi-layer detection. Analyzes user request using keywords, intent, output type, and confidence scoring. Automatically triggers ASK_USER if confidence is below threshold. Outputs skill activation plan to .claude/auto-context.yaml.

Quick start

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.