gnn-src-doc-reference SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
gnn-src-doc-reference from activeinferenceinstitute/generalized_notation_notation is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add activeinferenceinstitute/generalized_notation_notation/gnn-src-doc-reference@git:20260907.ae194c2Pins git:20260907.ae194c2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- activeinferenceinstitute/generalized_notation_notation
- Path
src/gnn/doc/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260907.ae194c2, committed Sep 7, 2026
- First version recorded
- Sep 6, 2026
- Size
- 1,326 bytes
- Repository stars
- 33
- License
- a license file GitHub does not identify
Source-adjacent GNN implementation documentation. Use when working with static reference notes under `src/gnn/doc/` or checking that implementation-near documentation is intentionally non-runtime.
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
# Core Skill: `doc_reference` **Function**: Internal source-adjacent documentation and reference notes supporting `src/` implementation and maintenance. ## Scope This module is a **static documentation directory** — it does not export runtime functionality. It holds hand-maintained markdown content that supports development, including: - Implementation notes and quick-reference guides - Changelog tracking for the documentation subtree - Cognitive phenomena documentation for Active Inference modeling ## Contents | File | Purpose | |------|---------| | `CHANGELOG.md` | Documentation subtree change history | | `QUICK_REFERENCE.md` | Developer quick-reference for pipeline operations | | `cognitive_phenomena/` | Cognitive modeling reference material | ## Policy - Does not define runtime pipeline behavior - Complements top-level `docs/` content for implementation-near material - Generated outputs, caches, and transient artifacts are excluded from coverage expectations ## MCP Tools This module registers tools with the GNN MCP server (see `mcp.py`): - None
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/gnn-src-doc-reference@sha256:0ba58c72c0fed16aThe line at the top of this page pins the label git:20260907.ae194c2, 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_o3ln3tq7h3vxe6vi)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 6, 2026 and Sep 7, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260907.ae194c2 latest | 2026-09-07 | ae194c2 | 1,326 B | A | view · diff |
| git:20260906.e62b9e9 | 2026-09-06 | e62b9e9 | 1,325 B | A | view |
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 (1326 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_o3ln3tq7h3vxe6vi GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/gnn-src-doc-reference GET https://markdownregistry.com/api/v1/blob/0ba58c72c0fed16a22b37e039e0272aa763fffe80936d5b2ba55fee2994fb259
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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