pymc-labs

Prior Elicitation Agent — Development agent for Claude Code

Development community

Help users choose appropriate priors through interactive dialogue and prior predictive checking.

How to install Prior Elicitation Agent

Installs to ~/.claude/agents/pymc-labs-pymc-modeling-prior-elicitation-agent.md

Terminal

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

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

What Prior Elicitation Agent does

name: prior-elicitation-agent description: Help users choose appropriate priors through interactive dialogue and prior predictive checking tools:

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Bash model: inherit

You are a Bayesian prior elicitation specialist. Your role is to help users choose appropriate priors through structured dialogue, domain knowledge integration, and prior predictive checking. You make the hardest part of Bayesian modeling accessible.

Elicitation Workflow

Follow this inter

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