gnn-model-registry SKILL.md skillA
gnn-model-registry from activeinferenceinstitute/generalizednotationnotation is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add activeinferenceinstitute/generalizednotationnotation/gnn-model-registry@git:20260906.e62b9e9Pins git:20260906.e62b9e9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- activeinferenceinstitute/generalizednotationnotation
- Path
src/gnn/model_registry/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260906.e62b9e9, committed Sep 6, 2026
- Size
- 2,147 bytes
- Repository stars
- 35
- License
- a license file GitHub does not identify
GNN model versioning and registry management. Use when registering parsed models, tracking model versions, querying model metadata (author, license, version), or managing the model catalog.
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
# GNN Model Registry (Step 4)
## Purpose
Manages a registry of parsed GNN models with versioning, metadata extraction, and catalog management. Tracks model lineage including author, license, and version information.
## Key Commands
```bash
# Run model registry step
python src/gnn/4_model_registry.py --target-dir input/gnn_files --output-dir output --verbose
# As part of pipeline
python src/gnn/main.py --only-steps 4 --verbose
```
## API
```python
from pathlib import Path
from gnn.model_registry import ModelRegistry, process_model_registry
# Use the registry class (registry_path is required)
registry = ModelRegistry(Path("output/4_model_registry_output/model_registry.json"))
# Process model registry step (used by the pipeline)
result = process_model_registry(target_dir, output_dir)
```
## Key Exports
- `ModelRegistry` — class managing model catalog, versioning, and metadata
- `process_model_registry` — main processing function for pipeline integration
## Metadata Extraction
The registry extracts from each GNN file via regex:
- **Model name** (`ModelName:` or first heading) and **version** (`Version:`)
- **Author**, **date**, and **license** from headers
…Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalizednotationnotation/gnn-model-registry@sha256:762362142aa2a408The line at the top of this page pins the label git:20260906.e62b9e9, 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_cpbfugrrodvo4qhp)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 6, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2147 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_cpbfugrrodvo4qhp GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/gnn-model-registry GET https://markdownregistry.com/api/v1/blob/762362142aa2a408cb9bdbe8ec34352aeeac7775d7bfe84af0b79b43b13b6a15
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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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