AGENTS.md@srcA
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@src from activeinferenceinstitute/generalizednotationnotation is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add activeinferenceinstitute/generalizednotationnotation/src/AGENTS.md@git:20261103.9e12cb1Pins git:20261103.9e12cb1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- activeinferenceinstitute/generalizednotationnotation
- Path
src/AGENTS.md- Versions recorded
- 4
- Latest version
- git:20261103.9e12cb1, committed Nov 3, 2026
- First version recorded
- Sep 3, 2026
- Size
- 2,823 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
# src/ — agent rules ## Overview `src/` contains one package, `gnn`: the 25-step pipeline, its numbered step drivers and its support packages. Layout and links: [`README.md`](README.md). ## Purpose All Python source for GNN lives here. Nothing else belongs at this level. ## Directory Identity Package root; every module lives under `src/gnn/`. ## Invariants - `gnn.*` is the only import surface. `gnn/__init__.py` re-exports lazily (PEP 562 `__getattr__` over an explicit name map), so `import gnn` executes no submodule and pays no heavy module-scope dependency. - The numbered drivers `gnn/[0-9]*_*.py` stay thin: the hard cap and registered ratchet are enforced by [`scripts/check_thin_orchestrators.py`](../scripts/check_thin_orchestrators.py) with `thin_orchestrator_caps.json`. Domain logic belongs in the module package. - Every directly runnable `gnn/[0-9]*_*.py` carries the stdlib-shadowing guard ahead of its first import ([`scripts/check_stdlib_shadow_guard.py`](../scripts/check_stdlib_shadow_guard.py)). - **FEP custody trap.** Edits to these contract files re-drift the FEP_Formal custody pair and must close through fresh bridge/native qualification: …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalizednotationnotation/src/AGENTS.md@sha256:36dd8a6009d2ed6eThe line at the top of this page pins the label git:20261103.9e12cb1, 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_4twgzkxzwzxvgnd6)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Sep 3, 2026 and Nov 3, 2026, about one every 21 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261103.9e12cb1 latest | 2026-11-03 | 9e12cb1 | 2,823 B | A | view · diff |
| git:20260906.e62b9e9 | 2026-09-06 | e62b9e9 | 16,243 B | A | view · diff |
| git:20260904.3f2694d | 2026-09-04 | 3f2694d | 15,844 B | A | view · diff |
| git:20260903.12a565b | 2026-09-03 | 12a565b | 14,478 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (2823 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_4twgzkxzwzxvgnd6 GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/src/AGENTS.md GET https://markdownregistry.com/api/v1/blob/36dd8a6009d2ed6e4f4b54bc8663c5e5ead4a09c47bccc1d629bf78a97313326
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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