AGENTS.md@src/gnn/extractA
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/gnn/extract 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/src/gnn/extract/AGENTS.md@git:20260924.b1d515dPins git:20260924.b1d515d 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
src/gnn/extract/AGENTS.md- Versions recorded
- 5
- Latest version
- git:20260924.b1d515d, committed Sep 24, 2026
- First version recorded
- Sep 7, 2026
- Size
- 4,057 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
# Extract Module - Agent Scaffolding ## Module Overview **Purpose**: Headless extraction of POMDP state spaces from GNN specification files behind a versioned JSON envelope contract **Pipeline Step**: Infrastructure module — invoked by the `extract` handler in the CLI (`src/gnn/cli/__init__.py` wires `extract_to_json`); not a numbered pipeline step **Category**: Extraction / Headless entry point **Status**: Production Ready **Version**: [pyproject.toml](../../../pyproject.toml) (canonical) **Last Updated**: 2026-09-24 --- ## Module Structure ``` src/gnn/extract/ ├── __init__.py # JSON envelope facade: extract_to_json, main (schema 1.0.0) ├── pomdp_extractor.py # POMDP/state-space extraction (stdlib-only at module scope) ├── __main__.py # python -m gnn.extract FILE [options] entry point ├── README.md # Module documentation └── AGENTS.md # This agent scaffolding documentation ``` --- ## Core Functionality ### Primary Responsibilities 1. Extract POMDP state spaces (factors, modalities, matrices, provenance) from GNN files. 2. Wrap extraction in a versioned, never-raising JSON envelope (schema 1.0.0). …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/extract/AGENTS.md@sha256:81b9bd84b9b0502aThe line at the top of this page pins the label git:20260924.b1d515d, 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_yfandpy6nky7sk6b)
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Versions
The registry has recorded 5 versions of this file, between Sep 7, 2026 and Sep 24, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260924.b1d515d latest | 2026-09-24 | b1d515d | 4,057 B | A | view · diff |
| git:20260922.c9be8be | 2026-09-22 | c9be8be | 4,057 B | A | view · diff |
| git:20260922.84d602e | 2026-09-22 | 84d602e | 4,009 B | A | view · diff |
| git:20260921.b900f5e | 2026-09-21 | b900f5e | 3,919 B | A | view · diff |
| git:20260907.ae194c2 | 2026-09-07 | ae194c2 | 3,571 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (4057 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_yfandpy6nky7sk6b GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/extract/AGENTS.md GET https://markdownregistry.com/api/v1/blob/81b9bd84b9b0502a4aa6f5e04371a32360a04c728345bda319af5cf5c6a76d80
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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