AGENTS.md@docs/gnn/implementationsA
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@docs/gnn/implementations from activeinferenceinstitute/generalized_notation_notation is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add activeinferenceinstitute/generalized_notation_notation/docs/gnn/implementations/AGENTS.md@git:20261002.399a361Pins git:20261002.399a361 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
docs/gnn/implementations/AGENTS.md- Versions recorded
- 2
- Latest version
- git:20261002.399a361, committed Oct 2, 2026
- First version recorded
- Sep 6, 2026
- Size
- 1,124 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
# Implementations - Agent Scaffolding ## Overview **Purpose**: This directory serves as a categorized documentation index for the `Implementations` layer of the GNN Framework. **Category**: Documentation Index ## Contained Indices - [PyTorch Framework Implementation](pytorch.md) - [ActiveInference.jl Framework Implementation](activeinference_jl.md) - [DisCoPy Framework Implementation](discopy.md) - [JAX Framework Implementation](jax.md) - [Stan Framework Implementation](stan.md) - [RxInfer.jl Framework Implementation](rxinfer.md) - [PyMDP Framework Implementation](pymdp.md) - [CatColab Framework Implementation](catcolab.md) - [NumPyro Framework Implementation](numpyro.md) - [cpomdp Experimental Implementation](cpomdp.md) - [THRML Experimental Implementation](thrml.md) ## Implementation Details This is a reference index. Model-family support, experimental selection, setup requirements, and acceptance limits live in each linked guide and the maintained render/executor registries. CatColab is an export integration. The bnlearn and ngclearn render/execution modules are indexed in [README.md](README.md).
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/docs/gnn/implementations/AGENTS.md@sha256:49ccaa1c2e5a7a29The line at the top of this page pins the label git:20261002.399a361, 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.
[](https://markdownregistry.com/a/art_23w4eadrchotcsp3)
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Versions
The registry has recorded 2 versions of this file, between Sep 6, 2026 and Oct 2, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261002.399a361 latest | 2026-10-02 | 399a361 | 1,124 B | A | view · diff |
| git:20260906.82c8031 | 2026-09-06 | 82c8031 | 894 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (1124 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
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_23w4eadrchotcsp3 GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/docs/gnn/implementations/AGENTS.md GET https://markdownregistry.com/api/v1/blob/49ccaa1c2e5a7a29b2cf5b4692574ba6f89580e6b60db11455ef71303ac7fe9b
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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