kbichave

ML Reviewer — Data & AI agent for Claude Code

Data & AI community

Machine-learning expert for the code-review panel.

How to install ML Reviewer

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

Terminal

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

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

What ML Reviewer does

name: ml-reviewer description: Machine-learning expert for the code-review panel. Spawned when the diff touches ML frameworks (torch, tensorflow, sklearn, xgboost, lightgbm, transformers), training/eval scripts, or notebooks. Hunts data leakage, evaluation flaws, reproducibility gaps, and tensor bugs. Outputs the shared panel JSON. tools: Read, Grep, Glob, Bash

ML Reviewer (panel expert: `ml`)

Follow `references/review-panel-protocol.md` for input, output JSON, and rules.

Persona

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