AGENTS.md@src/gnn/audioA
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/audio 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/audio/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/audio/AGENTS.md- Versions recorded
- 5
- Latest version
- git:20260924.b1d515d, committed Sep 24, 2026
- First version recorded
- Sep 6, 2026
- Size
- 11,955 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
# Audio Module - Agent Scaffolding ## Module Overview **Purpose**: Generate tonal, rhythmic, ambient, and sonification WAV renderings of GNN models with NumPy synthesis, plus SAPF (Sound As Pure Form) code generation and optional streaming chunk metadata from Step 12 telemetry **Pipeline Step**: Step 15: Audio processing (15_audio.py) **Category**: Audio Generation / Sonification **Status**: Production Ready **Version**: [pyproject.toml](../../../pyproject.toml) (canonical) **Last Updated**: 2026-09-24 --- ## Core Functionality ### Primary Responsibilities 1. Convert GNN specifications to audio representations (tonal, rhythmic, ambient) 2. Generate SAPF (Sound As Pure Form) code via the `sapf/` sub-package 3. Create sonifications of model dynamics 4. Emit streaming chunk metadata when execution telemetry is available 5. Probe optional audio libraries (`soundfile`, `librosa`, `pedalboard`) ### Key Capabilities - SAPF code generation from GNN models - NumPy audio synthesis (oscillators, envelopes, channel mixing) - Model sonification (state transitions, time configuration) - Backend probing (`check_audio_backends`) - WAV file generation with a stdlib fallback writer --- …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/audio/AGENTS.md@sha256:c3231f97d8fe3c96The 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_4md5bxeu6i5enhqj)
3 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 | 11,955 B | A | view · diff |
| git:20260922.c9be8be | 2026-09-22 | c9be8be | 11,955 B | A | view · diff |
| git:20260919.e4db79a | 2026-09-19 | e4db79a | 11,903 B | A | view · diff |
| git:20260907.ae194c2 | 2026-09-07 | ae194c2 | 11,776 B | A | view · diff |
| git:20260906.c3c3485 | 2026-09-06 | c3c3485 | 11,773 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (11955 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_4md5bxeu6i5enhqj GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/audio/AGENTS.md GET https://markdownregistry.com/api/v1/blob/c3231f97d8fe3c96d7fe122839c4b7d89533a8734972f689f57af04e9bb961bc
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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