activeinferenceinstitute/generalizednotationnotation · src/gnn/audio/SKILL.md

gnn-audio-generation skillA

gnn-audio-generation is agent-read markdown (skill) from activeinferenceinstitute/generalizednotationnotation: GNN audio generation and sonification. Use when creating audio representations of GNN models, generating sonification of state spaces, or working with SAPF and Pedalboard audio backends..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add activeinferenceinstitute/generalizednotationnotation/gnn-audio-generation@git:20260906.e62b9e9
Exact content
mdr add activeinferenceinstitute/generalizednotationnotation/gnn-audio-generation@sha256:f9c341fd97128eee

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_6izn7v47dgbbjs35.svg)](https://markdownregistry.com/a/art_6izn7v47dgbbjs35)

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Versions

versioncommittedcommitsizeaudit
git:20260906.e62b9e9 latest2026-09-06 e62b9e9 3,246 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3246 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

GitHub

activeinferenceinstitute/generalizednotationnotation · 31 stars · license NOASSERTION · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6izn7v47dgbbjs35
GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/gnn-audio-generation
GET https://markdownregistry.com/api/v1/blob/f9c341fd97128eee5d95db4ef0886d1dd66af8b3be8ef76dc929f45fc06daa23

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.