AGENTS.md@src/gnn/execute/activeinference_jlA

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/execute/activeinference_jl from activeinferenceinstitute/generalized_notation_notation is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/execute/activeinference_jl/AGENTS.md@git:20260924.b1d515d

Pins 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/execute/activeinference_jl/AGENTS.md
Versions recorded
4
Latest version
git:20260924.b1d515d, committed Sep 24, 2026
First version recorded
Sep 6, 2026
Size
11,908 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

# ActiveInference.jl Execute Submodule - Agent Scaffolding

## Module Overview

**Purpose**: Execution of ActiveInference.jl simulations generated from GNN specifications

**Parent Module**: Execute Module (Step 12: Simulation execution)

**Category**: Framework Execution / Active Inference Simulation

---

## Core Functionality

### Primary Responsibilities
1. Discover rendered ActiveInference.jl scripts under `output/11_render_output/<model>/activeinference_jl/`
2. Set up and validate the committed Julia project (`Project.toml` + `Manifest.toml` in this directory)
3. Execute each script as a Julia subprocess and write a Python-side execution report

### Key Capabilities
- Reproducible Julia environment: `setup_environment.jl` activates and instantiates the committed
  project (Julia 1.12 works; `Distributions` is pinned to `"0.25.100 - 0.25.125"` so `DistributionsAD`
  0.6.58 precompiles)
- Environment status probe (`get_environment_status`) that drives automatic setup at Step 12
- Per-script execution with captured stdout/stderr and a JSON execution report
- Supporting Julia analysis suites shipped alongside the runner
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/execute/activeinference_jl/AGENTS.md@sha256:a10883a995aa5062

The 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.

Badge

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Versions

The registry has recorded 4 versions of this file, between Sep 6, 2026 and Sep 24, 2026, about one every 6 days.

versioncommittedcommitsizeaudit
git:20260924.b1d515d latest2026-09-24 b1d515d 11,908 BA view · diff
git:20260922.c9be8be2026-09-22 c9be8be 11,908 BA view · diff
git:20260921.e321ab72026-09-21 e321ab7 11,857 BA view · diff
git:20260906.e62b9e92026-09-06 e62b9e9 11,712 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (11908 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

GitHub

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_unjei4hzauoohhwm
GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/execute/activeinference_jl/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/a10883a995aa50626fc50590d69c3d3e8c3d337b78f8c0e5ba86f879f3ba50e4

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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Every file in activeinferenceinstitute/generalized_notation_notation

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AGENTS.md@src/gnn/execute/activeinference_jl AGENTS.md file
activeinferenceinstitute/generalizednotationnotation · src/gnn/execute/activeinference_jl/AGENTS.md
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