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deploy-ml-model-serving

75 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a devops skill usually runs commands, installs tools and uses cloud credentials.

By roohe/agentic-super-skills (GitHub) · devops · 10 stars · scanned at commit f483e54

Deploy machine learning models to production serving infrastructure using MLflow, BentoML, or Seldon Core with REST/gRPC endpoints, implement autoscaling, monitoring, and A/B testing capabilities for high-performance model inference at scale. Use when deploying trained models for real-time inference, setting up REST or gRPC prediction APIs, implementing autoscaling for variable load, running A/B tests between model versions, or migrating from batch to real-time inference.

Works with any agent that supports SKILL.md skills.

What this skill can do

Safer alternatives

Low-risk skills in the same category (devops) that look related. Check that one does what you need.

• 90 Low riskmodel-serving-kubernetesBagelHole/DevOps-Security-Agent-Skills · 1,197 stars
• 100 Low risktracking-model-versionsBbgnsurfTech/claude-skills-collection · 27 stars
• 80 Low riskollama-docker-deploy-expertanubhavg-icpl/vibe · 13 stars

Install

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

if [ -e ~/.agents/skills/'deploy-ml-model-serving' ] || [ -L ~/.agents/skills/'deploy-ml-model-serving' ]; then echo 'A skill folder named deploy-ml-model-serving already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/roohe/agentic-super-skills' "$d" && git -C "$d" checkout --quiet 'f483e54f3ad5f202a77d45f2e57f8d970b71195f' -- 'skills_library/deploy-ml-model-serving' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills_library/deploy-ml-model-serving' ~/.agents/skills/'deploy-ml-model-serving' && 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/'deploy-ml-model-serving' ~/.claude/skills/'deploy-ml-model-serving' (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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