AGENTS.md@docs/other/quadrayA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

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

Install it, pinned
mdr add activeinferenceinstitute/generalized_notation_notation/docs/other/quadray/AGENTS.md@git:20260907.ae194c2

Pins git:20260907.ae194c2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
activeinferenceinstitute/generalized_notation_notation
Path
docs/other/quadray/AGENTS.md
Versions recorded
2
Latest version
git:20260907.ae194c2, committed Sep 7, 2026
First version recorded
Sep 6, 2026
Size
8,051 bytes
Repository stars
33
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

# Quadray Documentation Agent

> **📋 Document Metadata**  
> **Type**: Geometric Framework Integration Agent | **Audience**: Researchers, Mathematicians | **Complexity**: Advanced  
> **Cross-References**: [README.md](README.md) | [Quadray GNN Guide](quadray_gnn.md) | [Quadray Overview](quadray.md) | [Advanced Patterns](../../gnn/advanced/advanced_modeling_patterns.md) | [Main Documentation](../README.md)

## Overview

This directory contains comprehensive documentation, resources, and implementation guides for integrating **Quadray Coordinates** with GNN (Generalized Notation Notation). Quadray coordinates provide a tetrahedral coordinate system rooted in R. Buckminster Fuller's Synergetics, offering a natural geometric foundation for representing Active Inference state spaces.

**Status**: ✅ Production Ready  
**Version**: 1.0

## Purpose

Quadray integration enables:

- **Geometric State Spaces**: Natural representation of Active Inference state spaces
- **Spatial Priors**: Simplified Dirichlet priors in navigation models
- **Transformation Matrices**: Direct mapping of 3D movements to GNN policies
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add activeinferenceinstitute/generalized_notation_notation/docs/other/quadray/AGENTS.md@sha256:d7ecec69d7c394d7

The line at the top of this page pins the label git:20260907.ae194c2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

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Versions

The registry has recorded 2 versions of this file, between Sep 6, 2026 and Sep 7, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20260907.ae194c2 latest2026-09-07 ae194c2 8,051 BA view · diff
git:20260906.82c80312026-09-06 82c8031 8,050 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (8051 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
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

activeinferenceinstitute/generalized_notation_notation · 33 stars · license a license file GitHub does not identify · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xpbeqefzdppvdgpl
GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/docs/other/quadray/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/d7ecec69d7c394d7a23e7eef55ad16284ecb07a2a95243a733040a69641b4af8

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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AGENTS.md@docs/other/quadray AGENTS.md file
activeinferenceinstitute/generalizednotationnotation · docs/other/quadray/AGENTS.md
git:20260907.ae194c2 · audit A · 33 stars

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