AGENTS.md@src/gnn/integrationA
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 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/AGENTS.md@git:20260924.b1d515dPins 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/integration/AGENTS.md- Versions recorded
- 5
- Latest version
- git:20260924.b1d515d, committed Sep 24, 2026
- First version recorded
- Sep 6, 2026
- Size
- 10,400 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
# Integration Module - Agent Scaffolding ## Module Overview **Purpose**: System-level consistency validation — builds a NetworkX dependency graph of GNN model components, detects cycles and isolated components, verifies cross-file references, and runs meta-analysis over parameter-sweep execution outputs. **Pipeline Step**: Step 17: Integration (17_integration.py) **Category**: System Integration / Coordination **Status**: Production Ready **Version**: [pyproject.toml](../../../pyproject.toml) (canonical) **Last Updated**: 2026-09-24 --- ## Core Functionality 1. Build a directed dependency graph from GNN `## StateSpaceBlock` variables and `## Connections` edges 2. Detect short cycles (length <= 6, capped) and isolated components 3. Verify `$ref: name` cross-references resolve to a known component 4. Run the meta-analysis submodule over Step 12 execution outputs (when present) 5. Write `integration_results.json` and `integration_summary.md` Composable internals (all pure, importable without the pipeline): - `integration/parsing.py` — section/token extraction primitives - `integration/graph.py` — graph construction, `analyze_system()`, `export_dependency_graph()` --- …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/integration/AGENTS.md@sha256:59769ee1c9a7269bThe 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.
[](https://markdownregistry.com/a/art_ggpydiino4nfjkzz)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 6, 2026 and Sep 24, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260924.b1d515d latest | 2026-09-24 | b1d515d | 10,400 B | A | view · diff |
| git:20260922.c9be8be | 2026-09-22 | c9be8be | 10,400 B | A | view · diff |
| git:20260921.420751c | 2026-09-21 | 420751c | 10,303 B | A | view · diff |
| git:20260906.c3c3485 | 2026-09-06 | c3c3485 | 10,249 B | A | view · diff |
| git:20260906.e62b9e9 | 2026-09-06 | e62b9e9 | 10,246 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (10400 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_ggpydiino4nfjkzz GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/integration/AGENTS.md GET https://markdownregistry.com/api/v1/blob/59769ee1c9a7269beb1603b7c250f081d700f26189542b1c1d27fbdbd72f6c74
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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