AGENTS.md@docs/gnn/integrationA

AGENTS.md@docs/gnn/integration 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/gnn/integration/AGENTS.md@git:20261101.1f3abb5

Pins git:20261101.1f3abb5 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
activeinferenceinstitute/generalizednotationnotation
Path
docs/gnn/integration/AGENTS.md
Versions recorded
2
Latest version
git:20261101.1f3abb5, committed Nov 1, 2026
First version recorded
Sep 6, 2026
Size
696 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

# Integration - Agent Scaffolding

## Overview

**Purpose**: This directory serves as a categorized documentation index for the `Integration` layer of the GNN Framework.

**Category**: Documentation Index

## Contained Indices

- [GNN Implementation Guide](gnn_implementation.md)
- [GNN Framework Integration Guide](framework_integration_guide.md)
- [GNN Export Guide](gnn_export.md)
- [GNN Visualization Guide](gnn_visualization.md)
- [Downstream Adoption Guide](downstream_adoption.md)

## Implementation Details
This is a static reference directory. The above files can be explicitly referenced by external LLMs to retrieve detailed syntax and operational knowledge for GNN generation tasks.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add activeinferenceinstitute/generalizednotationnotation/docs/gnn/integration/AGENTS.md@sha256:efa886a5278951d5

The line at the top of this page pins the label git:20261101.1f3abb5, 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

[![mdr](https://markdownregistry.com/badge/art_e62xrony3uiqv6xe.svg)](https://markdownregistry.com/a/art_e62xrony3uiqv6xe)

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Versions

The registry has recorded 2 versions of this file, between Sep 6, 2026 and Nov 1, 2026, about one every 56 days.

versioncommittedcommitsizeaudit
git:20261101.1f3abb5 latest2026-11-01 1f3abb5 696 BA view · diff
git:20260906.82c80312026-09-06 82c8031 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 (696 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/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_e62xrony3uiqv6xe
GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/docs/gnn/integration/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/efa886a5278951d5857a232095c81f6785d415b0583f5d799aee33c1f4bc8675

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/gnn/integration

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