AGENTS.md@src/gnn/analysis/rxinferA
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/analysis/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/analysis/rxinfer/AGENTS.md@git:20261007.ef4a9f5Pins git:20261007.ef4a9f5 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/analysis/rxinfer/AGENTS.md- Versions recorded
- 6
- Latest version
- git:20261007.ef4a9f5, committed Oct 7, 2026
- First version recorded
- Sep 6, 2026
- Size
- 5,890 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 Analysis - Agent Scaffolding ## Overview Framework-specific analyzer for RxInfer.jl simulation results. Part of the Analysis module (Step 16). Consumes the genuine `@model` + `infer()` pipeline outputs: `rxinfer_simulation_v1` with real smoothed posteriors and a `variational_free_energy` trace populated with per-iteration VFE values (length = INFERENCE_ITERATIONS), enabling real convergence and free-energy analysis. Validation includes `inference_converged`, `vfe_present`, and `belief_entropy_ok`. ## Module Structure ``` analysis/rxinfer/ ├── __init__.py # Public API ├── analyzer.py # Analysis orchestration and categorical plot dispatcher ├── metrics.py # Result normalization, convergence and per-factor beliefs ├── result_ingestion.py # Execution-summary discovery and JSON ingestion ├── animator.py # Animated HTML visualizations ├── gif_animator.py # Publication-style GIF animations + reproducibility manifest sidecar ├── dashboard.py # Interactive HTML dashboard over the GIF batch (roadmap A5) ├── cross_framework.py # Cross-framework comparison (roadmap A6) ├── README.md # Human documentation …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/analysis/rxinfer/AGENTS.md@sha256:82a3ccb8e2b79979The line at the top of this page pins the label git:20261007.ef4a9f5, 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_yao7555zgbn4ziif)
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Versions
The registry has recorded 6 versions of this file, between Sep 6, 2026 and Oct 7, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261007.ef4a9f5 latest | 2026-10-07 | ef4a9f5 | 5,890 B | A | view · diff |
| git:20260922.735412d | 2026-09-22 | 735412d | 5,356 B | A | view · diff |
| git:20260922.d7c2ec2 | 2026-09-22 | d7c2ec2 | 5,312 B | A | view · diff |
| git:20260922.02dcc45 | 2026-09-22 | 02dcc45 | 4,321 B | A | view · diff |
| git:20260921.e321ab7 | 2026-09-21 | e321ab7 | 4,277 B | A | view · diff |
| git:20260906.e62b9e9 | 2026-09-06 | e62b9e9 | 4,124 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (5890 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_yao7555zgbn4ziif GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/analysis/rxinfer/AGENTS.md GET https://markdownregistry.com/api/v1/blob/82a3ccb8e2b799799c849f3a01c58ef84d0fa2a3d1d485b2f25292ac043165a7
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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