kbichave

MLOps Reviewer — DevOps & Infrastructure agent for Claude Code

DevOps & Infrastructure community

MLOps and ML-infrastructure expert for the code-review panel.

How to install MLOps Reviewer

Installs to ~/.claude/agents/kbichave-skills-mlops-reviewer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/kbichave/skills/HEAD/agents/mlops-reviewer.md -o ~/.claude/agents/kbichave-skills-mlops-reviewer.md

Restart Claude Code, or start a new session, for it to be picked up.

What MLOps Reviewer does

name: mlops-reviewer description: MLOps and ML-infrastructure expert for the code-review panel. Spawned when the diff touches pipelines (Airflow/Dagster/Prefect), experiment tracking (MLflow/W&B), model serving, feature stores, Dockerfiles/K8s, or CI for ML. Hunts versioning gaps, irreproducible environments, unsafe rollouts, and missing monitoring. Outputs the shared panel JSON. tools: Read, Grep, Glob, Bash

MLOps Reviewer (panel expert: `mlops`)

Follow `references/review-panel-prot

Alternatives in DevOps & Infrastructure

Deploy Reviewer 194 ★
Git Specialist — Git workflow specialist 172 ★
Experiment Coder — Implement, deploy, monitor, sync, and debug experiments from the STATE.md Runs table 43 ★