AGENTS.md@scriptsA

AGENTS.md@scripts from activeinferenceinstitute/generalizednotationnotation is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add activeinferenceinstitute/generalizednotationnotation/scripts/AGENTS.md@git:20261104.739af22

Pins git:20261104.739af22 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
activeinferenceinstitute/generalizednotationnotation
Path
scripts/AGENTS.md
Versions recorded
14
Latest version
git:20261104.739af22, committed Nov 4, 2026
First version recorded
Sep 6, 2026
Size
7,885 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

# Developer Tooling Agents (scripts/)

## Purpose

This folder hosts the explicit, stateless developer workflow validation agents responsible for maintaining continuous documentation compliance, performance benchmarking, and pipeline orchestration across the GNN ecosystem.

## Components

### Audit & Compliance (15 scripts)

| Script | Purpose | Strict CI Gate |
|--------|---------|:--------------:|
| `check_repo_terminology.py` | Scans maintained source for banned terminology | ✅ `--strict` |
| `check_maintained_doc_terms.py` | Scans maintained Markdown for stale framework terms | ✅ `--strict` |
| `check_gnn_doc_patterns.py` | Scans `docs/` + `src/gnn/` for stale import paths, retired routing, and banned patterns | ✅ `--strict` |
| `check_doc_contracts.py` | Contract check for enforced quickstart sections, current CLI flag spellings, `input/config.yaml` naming, and live render/execute inventory owners and explicit experimental selection | ✅ `--strict` |
| `check_external_links.py` | Records external-link observations; the docs workflow runs `--fail-on-dead` on scheduled/tag/manual selections | Workflow-selected; blocked/transient requests remain inconclusive |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add activeinferenceinstitute/generalizednotationnotation/scripts/AGENTS.md@sha256:3b29cb899b821894

The line at the top of this page pins the label git:20261104.739af22, 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_t5ddzmxdib4gwbul.svg)](https://markdownregistry.com/a/art_t5ddzmxdib4gwbul)

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

Versions

The registry has recorded 14 versions of this file, between Sep 6, 2026 and Nov 4, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20261104.739af22 latest2026-11-04 739af22 7,885 BA view · diff
git:20261101.23ab5af2026-11-01 23ab5af 7,334 BA view · diff
git:20261101.38186002026-11-01 3818600 7,064 BA view · diff
git:20261028.00bd7072026-10-28 00bd707 6,854 BA view · diff
git:20261021.4e395262026-10-21 4e39526 6,493 BA view · diff
git:20261021.756c7182026-10-21 756c718 6,437 BA view · diff
git:20261018.690f8c52026-10-18 690f8c5 6,403 BA view · diff
git:20260929.0f117c82026-09-29 0f117c8 6,048 BA view · diff
git:20260922.dbfdaa12026-09-22 dbfdaa1 5,804 BA view · diff
git:20260910.c0713d52026-09-10 c0713d5 5,262 BA view · diff
git:20260907.b5603022026-09-07 b560302 5,222 BA view · diff
git:20260907.ae194c22026-09-07 ae194c2 4,994 BA view · diff
git:20260906.02b3a342026-09-06 02b3a34 5,221 BA view · diff
git:20260906.b825a512026-09-06 b825a51 5,031 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 (7885 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_t5ddzmxdib4gwbul
GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/scripts/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/3b29cb899b821894088b87cde15dab4bce8b8f59359c2c9a1d6f48f0afeffef4

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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activeinferenceinstitute/generalizednotationnotation · AGENTS.md
git:20261101.90f2cb0 · audit A · 35 stars
CLAUDE.md CLAUDE.md file
activeinferenceinstitute/generalizednotationnotation · CLAUDE.md
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gnn-pipeline SKILL.md skill
activeinferenceinstitute/generalizednotationnotation · SKILL.md · Generalized Notation Notation (GNN) processing pipeline for Active Inference generative models. Use when working with…
git:20260922.84d602e · audit A · 35 stars
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AGENTS.md@docs AGENTS.md file
activeinferenceinstitute/generalizednotationnotation · docs/AGENTS.md
git:20261102.af28a21 · audit A · 35 stars
AGENTS.md@docs/active_inference AGENTS.md file
activeinferenceinstitute/generalizednotationnotation · docs/active_inference/AGENTS.md
git:20261021.5446ac1 · audit A · 35 stars
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activeinferenceinstitute/generalizednotationnotation · docs/activeinference_jl/AGENTS.md
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activeinferenceinstitute/generalizednotationnotation · docs/activeinference_jl/actinf_jl_src/AGENTS.md
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