AGENTS.md@docs/active_inferenceA

AGENTS.md@docs/active_inference 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/active_inference/AGENTS.md@git:20261021.5446ac1

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

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
activeinferenceinstitute/generalizednotationnotation
Path
docs/active_inference/AGENTS.md
Versions recorded
4
Latest version
git:20261021.5446ac1, committed Oct 21, 2026
First version recorded
Sep 6, 2026
Size
7,739 bytes
Repository stars
34
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

# active_inference

## Overview

This directory contains comprehensive documentation for Active Inference and the Free Energy Principle as implemented within the GNN (Generalized Notation Notation) framework.

**Status**: ✅ Documentation Module  
**Version**: 1.0  
**Last Updated**: February 2026

---

## Purpose

Central documentation hub for all theoretical, computational, and implementation aspects of Active Inference within the GNN ecosystem. This module provides signposting to all related documentation and source code.

---

## Contents

Browse the [current directory](./) for files and subdirectories; use the task links below for navigation.

### Navigation Files

| File | Description | Lines |
|------|-------------|-------|
| [README.md](README.md) | Directory overview and navigation | ~250 |
| [AGENTS.md](AGENTS.md) | Technical scaffolding (this file) | ~200 |

### Theory & Foundations

| File | Description |
|------|-------------|
| [fep_foundations.md](fep_foundations.md) | Free Energy Principle theoretical foundations |
| [active_inference_theory.md](active_inference_theory.md) | Core Active Inference theory and concepts |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add activeinferenceinstitute/generalizednotationnotation/docs/active_inference/AGENTS.md@sha256:e16540e771e4fc83

The line at the top of this page pins the label git:20261021.5446ac1, 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.

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Versions

The registry has recorded 4 versions of this file, between Sep 6, 2026 and Oct 21, 2026, about one every 15 days.

versioncommittedcommitsizeaudit
git:20261021.5446ac1 latest2026-10-21 5446ac1 7,739 BA view · diff
git:20260917.482a2672026-09-17 482a267 7,706 BA view · diff
git:20260907.ae194c22026-09-07 ae194c2 7,388 BA view · diff
git:20260906.82c80312026-09-06 82c8031 7,378 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 (7739 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
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Source

GitHub

activeinferenceinstitute/generalizednotationnotation · 34 stars · license a license file GitHub does not identify · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jnl3azsrrcunezd4
GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/docs/active_inference/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/e16540e771e4fc83f53ed95d5fa29dfe062fff998788aaa243771be05fc93b0e

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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Every file in activeinferenceinstitute/generalizednotationnotation

Other files named AGENTS.md@docs/active_inference

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