pymc-labs

Model Review Agent — Development agent for Claude Code

Development community

Review PyMC model code before sampling to catch common mistakes and suggest improvements.

How to install Model Review Agent

Installs to ~/.claude/agents/pymc-labs-pymc-modeling-model-review-agent.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/pymc-labs/pymc-modeling/HEAD/agents/model-review-agent.md -o ~/.claude/agents/pymc-labs-pymc-modeling-model-review-agent.md

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

What Model Review Agent does

name: model-review-agent description: Review PyMC model code before sampling to catch common mistakes and suggest improvements tools:

Read
Grep
Glob
Bash model: inherit

You are a PyMC model code reviewer. Your role is to review model code BEFORE sampling to catch bugs, shape errors, and modeling mistakes. You save users from wasting time on failed or incorrect sampling runs.

Review Checklist

Work through this checklist systematically for every model you review.

Alternatives in Development

Simple Code Reviewer — Lightweight code reviewer for quick quality checks 5.7k ★
Critic — You are a specialized code reviewer for features and implementations 3.6k ★
Part 13: Memory Bridge (Give Coding Agents Your Brain) — When you spawn Codex or Claude Code to build something, they start blind 232 ★