Individual skill

mlops-engineer

MLOps and deployment covering model serving (TorchServe, TF Serving, Triton), containerized inference, A/B testing deployment, model monitoring (data drift, concept drift), feature stores, CI/CD for ML, GPU optimization, and model compression. Use when the user asks about mlops engineer, mlops engineer best practices, or needs guidance on mlops engineer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

src/process/resources/skills-library/bodies/skills/ai-machine-learning/mlops-engineer/SKILL.md

Source commit 4c030c7b01c241df7b6e3535635a970f10d781af

What was checked

Matches the observed repository HEAD

Yes

Scanner rules are current

Yes

Repository scan complete

No

Skill scan complete

No

Observed behavior

Instructions only

Last checked

Nov 4, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

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