AGENTS.md@inputA

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@input 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/input/AGENTS.md@git:20260907.dc20e23

Pins git:20260907.dc20e23 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
input/AGENTS.md
Versions recorded
5
Latest version
git:20260907.dc20e23, committed Sep 7, 2026
First version recorded
Sep 3, 2026
Size
3,946 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

# Input - Agent Scaffolding

## Overview

**Purpose**: The exemplar corpus and pipeline configuration consumed by the 25-step pipeline. This is a data directory, not a code module: it ships no Python, registers no MCP tools, and has no numbered pipeline script.
**Category**: Data / Configuration
**Status**: Maintained

---

## Contents

- `gnn_files/` — the maintained GNN exemplar specs, organised into task folders (`basics/`, `discrete/`, `hierarchical/`, `learning/`, `multiagent/`, `pomdp_gridworld/`, `precision/`, `pymdp_scaling_study/`, `structured/`, `continuous/`). [`gnn_files/INDEX.md`](gnn_files/INDEX.md) is the cold-start index and selection table.
- `config.yaml` — pipeline routing: which steps run, skip lists, Step 2 test mode, timeouts, and per-step options. Every folder under `gnn_files/` goes through the full pipeline.
- `model_family_manifest.json` — acceptance profile per model family (`schema`, `acceptance_profile_defaults`, `families`), consumed by `scripts/run_session_acceptance.py --manifest`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add activeinferenceinstitute/generalized_notation_notation/input/AGENTS.md@sha256:b98597dba8c66826

The line at the top of this page pins the label git:20260907.dc20e23, 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_yjyfmsdi6ymlyvco.svg)](https://markdownregistry.com/a/art_yjyfmsdi6ymlyvco)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Sep 3, 2026 and Sep 7, 2026, about one every day.

versioncommittedcommitsizeaudit
git:20260907.dc20e23 latest2026-09-07 dc20e23 3,946 BA view · diff
git:20260907.b5603022026-09-07 b560302 3,899 BA view · diff
git:20260906.63455712026-09-06 6345571 3,887 BA view · diff
git:20260906.e62b9e92026-09-06 e62b9e9 3,771 BA view · diff
git:20260903.12a565b2026-09-03 12a565b 3,759 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 (3946 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_yjyfmsdi6ymlyvco
GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/input/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/b98597dba8c66826c1aa0af7843068755b9c6ce12f4afa10c9ef94a2f3e58a94

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/generalized_notation_notation

Other files named AGENTS.md@input

AGENTS.md@input AGENTS.md file
activeinferenceinstitute/generalizednotationnotation · input/AGENTS.md
git:20260907.dc20e23 · audit A · 33 stars

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