AI/ML Product Agent Team for Claude Code

The AI/ML Product Agent Team brings four specialized Claude Code agents together to help you build, evaluate, and ship AI-powered products faster. Whether you are integrating LLMs, training custom models, or designing evaluation pipelines, this agent team handles the entire AI product lifecycle.

What You Get

• ML Engineer Agent — Designs model architectures, writes training pipelines, handles data preprocessing, and optimizes hyperparameters for your specific use case
• Prompt Engineer Agent — Crafts, tests, and iterates on prompts with systematic A/B testing methodologies and chain-of-thought optimization
• Data Scientist Agent — Performs exploratory data analysis, feature engineering, statistical testing, and builds data visualization dashboards
• Eval Specialist Agent — Creates comprehensive evaluation frameworks, builds benchmark suites, and tracks model performance metrics over time

How to Install

Extract the pack into your project’s .claude/ directory. The agents share a common context about your ML stack and data sources. Launch Claude Code and describe your AI task — the agents will collaborate automatically, with the ML engineer handling model code while the eval specialist validates results in parallel.

Who This Is For

• AI product teams building LLM-powered features and applications
• Data scientists who want to accelerate experimentation cycles
• Developers integrating machine learning models into production systems
• Founders building AI-first startups who need rapid prototyping

Explore our full product catalog for more specialized Claude Code agent packs and skills.