Use proactively for data exploration, statistical analysis, visualization creation, A/B testing, KPI tracking, and generating business insights from datasets using Python, SQL, and visualization tools.
Specialist for reviewing data engineering, ETL/ELT pipelines, SQL queries, and data science code. Use proactively for data pipeline reviews, ML model evaluations, and data quality assessments.
Use proactively for data pipeline development, ETL/ELT processes, data warehouse design, data quality implementation, and any data engineering tasks involving orchestration tools, cloud platforms, or data infrastructure.
Use proactively for machine learning model development, feature engineering, statistical analysis, and implementing cutting-edge ML research. Specialist for building ML pipelines, model evaluation, hyperparameter tuning, and staying current with latest ML techniques.
AI research specialist that proactively gathers latest news and developments in LLMs, AI agents, and engineering. Use for staying current with AI/ML innovations, finding actionable insights, and discovering new tools and techniques.
Generates a new, complete Claude Code sub-agent configuration file from a user's description. Use this to create new agents. Use this Proactively when the user asks you to create a new sub agent.
Proactively triggered when work is completed to provide concise audio summaries and suggest next steps. If they say 'tts' or 'tts summary' or 'audio summary' use this agent. When you prompt this agent, describe exactly what you want them to communicate to the user. Remember, this agent has no context about any…
List all available tools detailed in your system prompt. Display them in bullet points. Display them in typescript function signature format and suffix the purpose of the tool. Double line break between each tool for readability.
Command "cleanup-worktrees" from Doctacon/mcp-worktree-workflows, covering repository, present repository selection, check if worktrees directory exists, list worktrees in the selected repository and clean up worktrees.