ai-engineer
Use this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production deployment and monitoring.
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Install
armory install ai-engineer --cli claudewrites the file to.claude/agents/ai-engineer.mdListed as compatible
# fetches the source and writes it to:
.claude/agents/ai-engineer.mdNeeds the armory CLI · not on npm yet, build it from cli/ in the repository
What it is
VoltAgent/awesome-claude-code-subagents sub-agent ai-engineer (model: opus), from the data-ai category. Use this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production deployment and monitoring.
When to use it
Use this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production deployment and monitoring.
How to install / invoke
# copy the agent definition into your project's .claude/agents/
curl -sL https://github.com/VoltAgent/awesome-claude-code-subagents/raw/main/categories/05-data-ai/ai-engineer.md -o .claude/agents/ai-engineer.md
Notes
Extracted from VoltAgent/awesome-claude-code-subagents. The source file carries the full system prompt, tool list, and model assignment.
Related
data-engineer
Use this agent when you need to design, build, or optimize data pipelines, ETL/ELT processes, and data infrastructure. Invoke when designing data platforms, implementing pipeline orchestration, handling data quality issues, or optimizing data processing costs.