AGENTS.md@docs/researchA
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/research 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/research/AGENTS.md@git:20260907.ae194c2Pins git:20260907.ae194c2 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/research/AGENTS.md- Versions recorded
- 2
- Latest version
- git:20260907.ae194c2, committed Sep 7, 2026
- First version recorded
- Sep 6, 2026
- Size
- 1,313 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
# research ## Overview This directory contains research documentation and academic resources for the GNN project. **Status**: ✅ Documentation **Version**: 1.0 --- ## Purpose Research papers, theoretical foundations, and academic references for Active Inference and GNN methodology. ## Contents - [README.md](README.md) - Research documentation index ## Quick Navigation - **GNN Documentation**: [gnn/AGENTS.md](../gnn/AGENTS.md) - **Main Documentation**: [docs/README.md](../README.md) - **Pipeline Reference**: [src/gnn/AGENTS.md](../../src/gnn/AGENTS.md) - **POMDP Theory**: [pomdp/AGENTS.md](../pomdp/AGENTS.md) ## Topics - Active Inference theoretical foundations - GNN methodology and design - Framework integration research - Benchmark and validation studies ## Integration with Pipeline This documentation provides theoretical grounding for: - Core GNN syntax design (Steps 3-4) - Ontology system (Step 10) - LLM analysis integration (Step 13) See [src/gnn/AGENTS.md](../../src/gnn/AGENTS.md) for complete pipeline documentation. ## Related Resources - [POMDP Documentation](../pomdp/README.md) - [Cognitive Phenomena](../cognitive_phenomena/README.md) …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/docs/research/AGENTS.md@sha256:588f441bc9df28b7The line at the top of this page pins the label git:20260907.ae194c2, 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_pngbe2wzuxwnj4df)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 6, 2026 and Sep 7, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260907.ae194c2 latest | 2026-09-07 | ae194c2 | 1,313 B | A | view · diff |
| git:20260906.82c8031 | 2026-09-06 | 82c8031 | 1,312 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (1313 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_pngbe2wzuxwnj4df GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/docs/research/AGENTS.md GET https://markdownregistry.com/api/v1/blob/588f441bc9df28b7d77eb76eec6449f406f6fb6bb8e6fd81d4a75a0e604cd1d1
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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