agentmods.dev

bayesian-modeling

A set of tools for creating, reviewing, and checking Bayesian statistical models in Stan, PyMC, JAGS, and WinBUGS. Bayesian modelling estimates unknown values by combining data with prior assumptions.

In plain words
What is it for?
Use it to create models, review existing code, and run diagnostic checks for Bayesian analyses.
Why use it?
It supports the modelling process across several common statistical languages and helps check whether a model is appropriate and working correctly.

Plugin for Claude Code

11 3mo ago A scan tokens not measured original MIT
View the source file choxos/BiostatAgent
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Claude Code
/plugin marketplace add choxos/BiostatAgent
agentmods
npx agentmods add plugins/choxos/biostatagent/bayesian-modeling
Clone the repo
git clone --depth 1 https://github.com/choxos/BiostatAgent

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

bayesian-modeling scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/bayesian-modeling/.claude-plugin/plugin.json · 15 lines

What it actually says

{
  "name": "bayesian-modeling",
  "displayName": "Bayesian Modeling",
  "version": "1.1.0",
  "description": "Create, review, and validate Bayesian models in Stan, PyMC, JAGS, and WinBUGS.",
  "author": {
    "name": "Ahmad Sofi-Mahmudi",
    "email": "[email protected]",
    "url": "https://github.com/choxos"
  },
  "repository": "https://github.com/choxos/BiostatAgent",
  "license": "MIT",
  "keywords": ["bayesian", "stan", "pymc", "jags", "winbugs", "mcmc"]
}
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 15 lines scan A 960cd7b36abc

Subscribe to this mod's changes

bayesian-modeling is a plugin published in the GitHub repository choxos/BiostatAgent (11 stars, last pushed 3mo ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Code reviewDebuggingScientificbayesian-statisticsclaudeclaude-codeclaude-skillsclinical-trialstidymodels
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