home/categories/machine-learning/smith6jt-cop-skills-registry-plugins-trading-model-version-protocol-skills-model-version-protocol-skill-md
machine-learningdata-ai
model-version-protocol
Model-trader version compatibility protocol: Embed version metadata in checkpoints, validate at load time. Trigger when: (1) training and live trading versions diverge, (2) models fail to load, (3) action interpretation issues.
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smith6jt-cop
Updated 1/17/2026
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quick start
Installation and usage
Model-trader version compatibility protocol: Embed version metadata in checkpoints, validate at load time. Trigger when: (1) training and live trading versions diverge, (2) models fail to load, (3) action interpretation issues.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use model-version-protocol