Htlin222

Generate comprehensive project documentation and knowledge base. Use when creating docs, API documentation, project structure maps, or README files.

Data science course generator. Invoke when creating task-based data science courses or tutorials.

Build ETL pipelines, data warehouses, and streaming architectures. Use for data pipeline design or analytics infrastructure.

Handle production incidents with urgency. Use when production issues occur for debugging, fixes, and post-mortems.

Write modern JavaScript with ES6+, async patterns, and Node.js. Use for JS development, async debugging, or optimization.

Implement ML pipelines, model serving, and feature engineering. Use for ML model integration or production deployment.

Expert web research with advanced search techniques. Use for deep research, information gathering, or fact verification.

Manage, organize and ships your codebase. Use to test Claude Code hook blocking for dangerous commands.

Update dev docs before session compaction to capture progress. Use before compacting conversation, ending sessions, or switching tasks.