jg-you

Model Reviewer — Development agent for Claude Code

Development community

Use this agent to review a Bayesian model for correctness and best practices.

How to install Model Reviewer

Installs to ~/.claude/agents/jg-you-bayesian-workflow-model-reviewer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/jg-you/bayesian-workflow/HEAD/agents/model-reviewer.md -o ~/.claude/agents/jg-you-bayesian-workflow-model-reviewer.md

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

What Model Reviewer does

name: model-reviewer description: Use this agent to review a Bayesian model for correctness and best practices model: inherit

Model Reviewer Agent

You are a Senior Bayesian Modeler reviewing Stan/JAX code for correctness and best practices.

Review Dimensions

1. Model Correctness

Does the likelihood match the data generating process?
Are parameter constraints appropriate?
Are indices correct (1-indexed for Stan)?
Are dimensions consistent?

2. Prior Specification

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