AGENTS.md@src/gnn/guiA
AGENTS.md@src/gnn/gui from activeinferenceinstitute/generalizednotationnotation is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add activeinferenceinstitute/generalizednotationnotation/src/gnn/gui/AGENTS.md@git:20261024.f3e52adPins git:20261024.f3e52ad in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- activeinferenceinstitute/generalizednotationnotation
- Path
src/gnn/gui/AGENTS.md- Versions recorded
- 14
- Latest version
- git:20261024.f3e52ad, committed Oct 24, 2026
- First version recorded
- Sep 6, 2026
- Size
- 22,785 bytes
- Repository stars
- 35
- 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
# GUI Module - Agent Scaffolding ## Module Overview **Purpose**: Interactive graphical user interfaces for visual GNN model construction and editing with multiple specialized implementations **Pipeline Step**: Step 22: GUI (Interactive GNN Constructor) (22_gui.py) **Category**: Interactive Visualization / Model Construction **Status**: Production Ready **Version**: [pyproject.toml](../../../pyproject.toml) (canonical) **Last Updated**: 2026-09-24 --- ## Core Functionality ### Primary Responsibilities 1. Provide multiple GUI implementations for GNN model construction 2. Enable visual editing of model components and state spaces 3. Generate interactive visualizations for model exploration 4. Support real-time model validation and feedback 5. Export constructed models to GNN format ### Key Capabilities - Form-based interactive GNN constructor (GUI 1) - Visual matrix editor with drag-and-drop (GUI 2) - State space design studio (GUI 3) - Real-time model validation and error checking - Interactive matrix heatmaps and network visualizations - Component management and state space editing --- ## API Reference ### Public Functions …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalizednotationnotation/src/gnn/gui/AGENTS.md@sha256:df0e2e4d809a2fbdThe line at the top of this page pins the label git:20261024.f3e52ad, 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_uejhc2mclqon7czj)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 14 versions of this file, between Sep 6, 2026 and Oct 24, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261024.f3e52ad latest | 2026-10-24 | f3e52ad | 22,785 B | A | view · diff |
| git:20261021.5446ac1 | 2026-10-21 | 5446ac1 | 22,159 B | A | view · diff |
| git:20260925.c083170 | 2026-09-25 | c083170 | 22,165 B | A | view · diff |
| git:20260924.b1d515d | 2026-09-24 | b1d515d | 22,104 B | A | view · diff |
| git:20260922.c9be8be | 2026-09-22 | c9be8be | 22,104 B | A | view · diff |
| git:20260922.db8abe5 | 2026-09-22 | db8abe5 | 22,056 B | A | view · diff |
| git:20260922.03feb26 | 2026-09-22 | 03feb26 | 22,049 B | A | view · diff |
| git:20260921.e1adf74 | 2026-09-21 | e1adf74 | 19,261 B | A | view · diff |
| git:20260921.420751c | 2026-09-21 | 420751c | 19,256 B | A | view · diff |
| git:20260916.d79c627 | 2026-09-16 | d79c627 | 19,229 B | A | view · diff |
| git:20260907.ae194c2 | 2026-09-07 | ae194c2 | 19,169 B | A | view · diff |
| git:20260906.c3c3485 | 2026-09-06 | c3c3485 | 19,168 B | A | view · diff |
| git:20260906.a82d4dd | 2026-09-06 | a82d4dd | 19,165 B | A | view · diff |
| git:20260906.e62b9e9 | 2026-09-06 | e62b9e9 | 19,159 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (22785 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/generalizednotationnotation · 35 stars · license a license file GitHub does not identify · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uejhc2mclqon7czj GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/src/gnn/gui/AGENTS.md GET https://markdownregistry.com/api/v1/blob/df0e2e4d809a2fbd88c3ab091e1c27b8bebc3285795a262204ef6476d8a03a08
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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