AGENTS.md@docs/downstreamA
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/downstream from activeinferenceinstitute/generalizednotationnotation is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add activeinferenceinstitute/generalizednotationnotation/docs/downstream/AGENTS.md@git:20261102.cc6afecPins git:20261102.cc6afec in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- activeinferenceinstitute/generalizednotationnotation
- Path
docs/downstream/AGENTS.md- Versions recorded
- 3
- Latest version
- git:20261102.cc6afec, committed Nov 2, 2026
- First version recorded
- Nov 2, 2026
- Size
- 2,304 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
# docs/downstream — agent guide ## Overview Registry of external repositories that apply GNN. [README.md](README.md) is the index; one Markdown file per repository carries the full evidence. Every claim must be verified against the repository it describes on that repository's origin default branch. ## Contents | File | Role | |------|------| | [README.md](README.md) | Index table, method, scope, exclusions | | `active-inference-language-model.md` | AILM language-stack models | | `geo-infer.md` | GEO-INFER spatial interchange | | `cogant.md` | Code-to-GNN translation | | `active-inference-battleship.md` | Battleship model and dashboard | | `policy-entanglement.md` | Policy-ensemble GNN examples | | `active-fractal-rabbit.md` | Waypoint active-inference scaffold | | `active-cardference.md` | Card-game agent specifications | | `fep-formal.md` | Lean ↔ GNN bridge contract | | `fundamentals.md` | Textbook companion | | `cognitive.md` | Active inference package and vault | | `active-blockference.md` | radCAD/cadCAD grid simulations | | `gen24.md` | NHIM inquiry agent | | `cerebrum.md` | Case-conditioned active inference | | `biofirm.md` | Ecological control model | …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalizednotationnotation/docs/downstream/AGENTS.md@sha256:29e8f49bf993a0d3The line at the top of this page pins the label git:20261102.cc6afec, 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_vt3hfmg7th2eg2sv)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, all committed on Nov 2, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261102.cc6afec latest | 2026-11-02 | cc6afec | 2,304 B | A | view · diff |
| git:20261102.6a29bba | 2026-11-02 | 6a29bba | 2,238 B | A | view · diff |
| git:20261102.af28a21 | 2026-11-02 | af28a21 | 1,866 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (2304 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/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_vt3hfmg7th2eg2sv GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/docs/downstream/AGENTS.md GET https://markdownregistry.com/api/v1/blob/29e8f49bf993a0d3faf125d33e5ceec39b1ca75248673b04fc1160cecdeb86f4
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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