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mlops-engineer

85 / 100 · Low risk

Fine to try.

By stanfish06/skillquarium (GitHub) · data · 12 stars · scanned at commit f748ea9

Expert-thinking profile for MLOps Engineer (ML lifecycle ops / feature stores & serving / drift monitoring / CI-CD-CT / registry promotion): Reasons from data contracts, feature parity, evaluation gates, and rollback-readiness through MLflow/W&B registries, Feast feature stores, KServe/Triton serving, Great Expectations/TFDV validation, and Evidently PSI/KS drift monitors while treating train-serve skew, data leakage, silent degradation, and schema/concept...

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'mlops-engineer' ] || [ -L ~/.agents/skills/'mlops-engineer' ]; then echo 'A skill folder named mlops-engineer already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/stanfish06/skillquarium' "$d" && git -C "$d" checkout --quiet 'f748ea91aa51ce8fc42c27c809dba73a8377b1d5' -- 'skills/mlops-engineer' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/mlops-engineer' ~/.agents/skills/'mlops-engineer' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'mlops-engineer' ~/.claude/skills/'mlops-engineer' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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