AGENTS.md@src/gnn/execute/rxinferB
AGENTS.md@src/gnn/execute/rxinfer 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/execute/rxinfer/AGENTS.md@git:20261008.11b04acPins git:20261008.11b04ac in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 13 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- activeinferenceinstitute/generalized_notation_notation
- Path
src/gnn/execute/rxinfer/AGENTS.md- Versions recorded
- 5
- Latest version
- git:20261008.11b04ac, committed Oct 8, 2026
- First version recorded
- Sep 22, 2026
- Size
- 12,370 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
# RxInfer.jl Execute Submodule - Agent Scaffolding ## Module Overview **Purpose**: Execution of RxInfer.jl (Julia) probabilistic models generated from GNN specifications **Parent Module**: Execute Module (Step 12: Simulation execution) **Category**: Framework Execution / RxInfer.jl Simulation --- ## Core Functionality ### Primary Responsibilities 1. Discover rendered RxInfer.jl scripts under `output/11_render_output/<model>/rxinfer/` 2. Run each script as a Julia subprocess under the committed project environment 3. Preserve canonical `simulation_results.json` artifacts for the Step 12 result extractor and Step 16 canonical analysis reader ### Key Capabilities - Genuine ``@model`` + ``infer()`` variational message-passing inference execution (RxInfer.jl v5.5) - **Offline batch inference (Bayesian smoothing)** — the pipeline runs ``infer()`` on a pre-collected observation sequence, NOT online active inference. If ``infer()`` fails, the script crashes (no fallback). - Reproducible Julia environment: `julia --startup-file=no --project=src/gnn/execute/rxinfer <script>` against the committed `Project.toml` + `Manifest.toml`; `setup_environment.jl` …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/execute/rxinfer/AGENTS.md@sha256:e64253f76cfdd4d8The line at the top of this page pins the label git:20261008.11b04ac, 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_3ynqdyfyfqeeygq7)
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Versions
The registry has recorded 5 versions of this file, between Sep 22, 2026 and Oct 8, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261008.11b04ac latest | 2026-10-08 | 11b04ac | 12,370 B | B | view · diff |
| git:20261008.557967b | 2026-10-08 | 557967b | 12,380 B | B | view · diff |
| git:20261008.500694a | 2026-10-08 | 500694a | 12,380 B | B | view · diff |
| git:20260924.b1d515d | 2026-09-24 | b1d515d | 11,057 B | B | view · diff |
| git:20260922.c9be8be | 2026-09-22 | c9be8be | 11,057 B | B | view |
Audit of the latest version
- fail: No script tag (matched: <script)
- pass: Size between 200 bytes and 200 KB (12370 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
Starting a new one? Use a template for AGENTS.md on mdpantry, which passes every one of these checks and says what to change in it.
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_3ynqdyfyfqeeygq7 GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/execute/rxinfer/AGENTS.md GET https://markdownregistry.com/api/v1/blob/e64253f76cfdd4d8fe557641bae0831dbdeb524d72cc59579f444971ecd962a7
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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