python-yama is an open-source CLI tool for reproducible evaluation of tool-using agent skills. It helps AI researchers and developers test and benchmark agent capabilities in a consistent and automated manner.
python-yama is a Testing & QA product. It focuses on ensuring reproducible and reliable evaluation of tool-using agent skills in development workflows. It is built as an open-source project for AI researchers and developers evaluating agent skills. python-yama is open source under the MIT license. The product ships for the command line.
Behind python-yama is world-sim-dev, and the product first shipped in 2026. Key capabilities include reproducible evaluation, agent skill testing, and CLI interface.
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