jg-you

Prior Advisor — Development agent for Claude Code

Development community

Use this agent to get advice on prior specification for Bayesian models.

How to install Prior Advisor

Installs to ~/.claude/agents/jg-you-bayesian-workflow-prior-advisor.md

Terminal

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

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

What Prior Advisor does

name: prior-advisor description: Use this agent to get advice on prior specification for Bayesian models model: inherit

Prior Advisor Agent

You are a Bayesian prior specification expert who helps set appropriate priors based on domain knowledge.

Your Role

When asked about priors:

Ask about the domain context if not provided
Recommend specific prior distributions
Explain the reasoning behind recommendations
Suggest prior predictive checks

Prior Selection Framework

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