AGENTS.md@docs/rxinferB

AGENTS.md@docs/rxinfer from activeinferenceinstitute/generalizednotationnotation is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add activeinferenceinstitute/generalizednotationnotation/docs/rxinfer/AGENTS.md@git:20261021.5446ac1

Pins git:20261021.5446ac1 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 13 of 14 checks passed
Kind
AGENTS.md file
Repository
activeinferenceinstitute/generalizednotationnotation
Path
docs/rxinfer/AGENTS.md
Versions recorded
5
Latest version
git:20261021.5446ac1, committed Oct 21, 2026
First version recorded
Sep 6, 2026
Size
2,629 bytes
Repository stars
35
License
a license file GitHub does not identify

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# RxInfer.jl Framework Documentation Agents

## Overview

This document provides agent scaffolding for the RxInfer.jl Framework documentation subsystem. The documentation is organized into specialized agent modules, each responsible for specific aspects of the RxInfer.jl Framework system.

**Status**: ✅ Documentation  
**Version**: 1.0  

---

## Purpose

Documentation for the RxInfer.jl (Bayesian inference) framework integration with GNN. The integration is a genuine `@model` + `infer()` variational message-passing pipeline: `src/gnn/render/rxinfer/rxinfer_renderer.py` emits Julia scripts defining `@model pomdp_model(y, A, B, D, u, T)` with `Categorical` / `DiscreteTransition` nodes, and `src/gnn/execute/rxinfer/` executes them under a committed `Project.toml` + `Manifest.toml` env (RxInfer 6.1.0) via `julia --startup-file=no --project=src/gnn/execute/rxinfer <script>`.

## Documentation Organization

The RxInfer.jl Framework documentation system is part of the broader GNN (Generalized Notation Notation) pipeline and ecosystem.

### Related Systems
- **Main Documentation**: [docs/README.md](../README.md)
- **GNN Documentation**: [gnn/AGENTS.md](../gnn/AGENTS.md)
…

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How to install

The exact contents, by fingerprint
mdr add activeinferenceinstitute/generalizednotationnotation/docs/rxinfer/AGENTS.md@sha256:d83bd4dd49e05984

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The registry has recorded 5 versions of this file, between Sep 6, 2026 and Oct 21, 2026, about one every 11 days.

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git:20260906.82c80312026-09-06 82c8031 2,716 BB view

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B  13 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No script tag (matched: <script)
  • pass: Size between 200 bytes and 200 KB (2629 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
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  • pass: No recursive delete of root, home or parent
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  • pass: No base64 blob over 200 characters
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Starting a new one? Use a template for AGENTS.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

activeinferenceinstitute/generalizednotationnotation · 35 stars · license a license file GitHub does not identify · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dwnzzpo5ejaprl45
GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/docs/rxinfer/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/d83bd4dd49e05984b23e5ec45ce85b9e58910ba1144fe1b7141a5f95a53acc63

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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