AGENTS.md@src/gnn/integration/meta_analysisA
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/integration/meta_analysis 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/integration/meta_analysis/AGENTS.md@git:20261008.06cabb1Pins git:20261008.06cabb1 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/integration/meta_analysis/AGENTS.md- Versions recorded
- 4
- Latest version
- git:20261008.06cabb1, committed Oct 8, 2026
- First version recorded
- Sep 6, 2026
- Size
- 4,856 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
# Meta-Analysis Submodule — Agent Scaffolding
## Overview
The `meta_analysis` submodule within `integration/` provides automated analysis and
visualization of GNN pipeline parameter sweep outputs. It harvests runtime data, simulation
metrics (belief entropy, accuracy), and generates publication-grade scientific visualizations
and comprehensive markdown reports.
## Architecture
```
integration/meta_analysis/
├── __init__.py ← Entry point: run_meta_analysis() orchestrator
├── collector.py ← SweepDataCollector: harvests data from 12_execute_output
├── statistics.py ← compute_meta_statistics → meta_statistics.json
├── validator.py ← validate_sweep_records → sweep_validation.json
├── visualizer.py ← SweepVisualizer: matplotlib-based scientific plot generation
├── reporter.py ← SweepReporter: markdown report generation
├── AGENTS.md ← This file
└── SPEC.md ← Module specification
```
## Data Flow
```mermaid
graph LR
A[12_execute_output/summaries/execution_summary.json] --> C[SweepDataCollector]
B[12_execute_output/*/execution_logs/*_results.json] --> C
D[12_execute_output/*/simulation_data/simulation_results.json] --> C
…Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/integration/meta_analysis/AGENTS.md@sha256:18b7e4eb6006640dThe line at the top of this page pins the label git:20261008.06cabb1, 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_yjamk6gbg3v7vzc5)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Sep 6, 2026 and Oct 8, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261008.06cabb1 latest | 2026-10-08 | 06cabb1 | 4,856 B | A | view · diff |
| git:20260924.b1d515d | 2026-09-24 | b1d515d | 4,323 B | A | view · diff |
| git:20260922.c9be8be | 2026-09-22 | c9be8be | 4,323 B | A | view · diff |
| git:20260906.e62b9e9 | 2026-09-06 | e62b9e9 | 4,338 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (4856 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_yjamk6gbg3v7vzc5 GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/integration/meta_analysis/AGENTS.md GET https://markdownregistry.com/api/v1/blob/18b7e4eb6006640d43e9c84acf015b74b9d85120fb93931263909cc2785106ec
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.
More from activeinferenceinstitute/generalized_notation_notation
Every file in activeinferenceinstitute/generalized_notation_notation