AGENTS.md@src/gnn/extractA
AGENTS.md@src/gnn/extract from activeinferenceinstitute/generalizednotationnotation is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add activeinferenceinstitute/generalizednotationnotation/src/gnn/extract/AGENTS.md@git:20261101.2bf4c42Pins git:20261101.2bf4c42 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- activeinferenceinstitute/generalizednotationnotation
- Path
src/gnn/extract/AGENTS.md- Versions recorded
- 7
- Latest version
- git:20261101.2bf4c42, committed Nov 1, 2026
- First version recorded
- Sep 6, 2026
- Size
- 4,067 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
# 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/generalizednotationnotation/src/gnn/extract/AGENTS.md@sha256:d3e7f0f1e643e600The line at the top of this page pins the label git:20261101.2bf4c42, 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_4g4pqzqkvkqibmmd)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Sep 6, 2026 and Nov 1, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261101.2bf4c42 latest | 2026-11-01 | 2bf4c42 | 4,067 B | A | view · diff |
| git:20260924.b1d515d | 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 · diff |
| git:20260906.c3c3485 | 2026-09-06 | c3c3485 | 3,570 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (4067 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_4g4pqzqkvkqibmmd GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/src/gnn/extract/AGENTS.md GET https://markdownregistry.com/api/v1/blob/d3e7f0f1e643e60050501051665eabe1d659b451ef5246f2427e3331e145ce8b
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.
More from activeinferenceinstitute/generalizednotationnotation
Every file in activeinferenceinstitute/generalizednotationnotation