AGENTS.md@docs/cognitive_phenomena/meta-aware-2/coreA
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/cognitive_phenomena/meta-aware-2/core 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/cognitive_phenomena/meta-aware-2/core/AGENTS.md@git:20260906.82c8031Pins git:20260906.82c8031 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/cognitive_phenomena/meta-aware-2/core/AGENTS.md- Versions recorded
- 1
- Latest version
- git:20260906.82c8031, committed Sep 6, 2026
- Size
- 828 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
# Core - Agent Scaffolding ## Overview **Purpose**: Responsible for `Core` operations within the GNN pipeline architecture. **Category**: Generated Pipeline Component **Status**: Development --- ## Core Functionality ### Primary Responsibilities Core module for meta-aware-2 simulations. Core Meta-Awareness Active Inference Model Generic, GNN-configurable implementation of hierarchical active inference for meta-awareness and attentional control. Supports arbitrary dimensionality and is fully configurable through GNN specification files. Pa ### Extracted Code Entities - **Classes**: MetaAwarenessModel, SimulationState - **Functions**: create_model_from_config, run_simulation ## Implementation Details This module follows the Thin Orchestrator Pattern. It is governed by the real-implementation testing policy.
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/docs/cognitive_phenomena/meta-aware-2/core/AGENTS.md@sha256:9fed2488e18a201eThe line at the top of this page pins the label git:20260906.82c8031, 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_q5x3xe6zerwffh5h)
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Versions
The registry has recorded 1 version of this file, committed on Sep 6, 2026.
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (828 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_q5x3xe6zerwffh5h GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/docs/cognitive_phenomena/meta-aware-2/core/AGENTS.md GET https://markdownregistry.com/api/v1/blob/9fed2488e18a201e37aa54f27eb9a0732050a597effa3543a24781b19bbee4a1
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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