AGENTS.md@src/gnn/doc/cognitive_phenomenaA

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AGENTS.md@src/gnn/doc/cognitive_phenomena 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/src/gnn/doc/cognitive_phenomena/AGENTS.md@git:20260922.c9be8be

Pins git:20260922.c9be8be 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
src/gnn/doc/cognitive_phenomena/AGENTS.md
Versions recorded
3
Latest version
git:20260922.c9be8be, committed Sep 22, 2026
First version recorded
Sep 6, 2026
Size
694 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

# Cognitive Phenomena Documentation

## Overview

Documentation subtree exploring cognitive phenomena relevant to Active Inference generative models. Covers cognitive effort, memory, attention, and related concepts that inform GNN model design.

## Subdirectories

- `effort/` — Cognitive effort and resource allocation models
- `memory/` — Memory systems and temporal dynamics

## Purpose

Provides theoretical background and references for GNN model designers working with cognitively-grounded Active Inference models.

## Parent Module

See [docs/AGENTS.md](../AGENTS.md) for the overall documentation architecture.

**Version**: [pyproject.toml](../../../../pyproject.toml) (canonical)

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/doc/cognitive_phenomena/AGENTS.md@sha256:72cfec415aead46f

The line at the top of this page pins the label git:20260922.c9be8be, 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 22, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
git:20260922.c9be8be latest2026-09-22 c9be8be 694 BA view · diff
git:20260907.ae194c22026-09-07 ae194c2 643 BA view · diff
git:20260906.e62b9e92026-09-06 e62b9e9 642 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 (694 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_nagjomkaezrqersz
GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/doc/cognitive_phenomena/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/72cfec415aead46ff10c943d57762eb7d607de72597f38f174cadfbef5ca4425

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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