AGENTS.md@docs/active_inferenceA

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AGENTS.md@docs/active_inference 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/active_inference/AGENTS.md@git:20260917.482a267

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Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
activeinferenceinstitute/generalized_notation_notation
Path
docs/active_inference/AGENTS.md
Versions recorded
3
Latest version
git:20260917.482a267, committed Sep 17, 2026
First version recorded
Sep 6, 2026
Size
7,706 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

# 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

**Files**: 15 | **Subdirectories**: 0

### 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 |
| [variational_inference.md](variational_inference.md) | Variational Free Energy and Bayesian inference |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add activeinferenceinstitute/generalized_notation_notation/docs/active_inference/AGENTS.md@sha256:1c39277a3914d0c9

The line at the top of this page pins the label git:20260917.482a267, 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 3 versions of this file, between Sep 6, 2026 and Sep 17, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20260917.482a267 latest2026-09-17 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 (7706 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_3udv7o3xajrol2so
GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/docs/active_inference/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/1c39277a3914d0c9f00e6aeea54c3438d5f37c6965507166b9ae81fece07ad4b

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/active_inference AGENTS.md file
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