audio-to-text SKILL.md skillA
audio-to-text from godot-fun/gai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add godot-fun/gai/audio-to-text@git:20261101.d8fbf4cPins git:20261101.d8fbf4c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- godot-fun/gai
- Path
.agents/skills/audio-to-text/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261101.d8fbf4c, committed Nov 1, 2026
- First version recorded
- Oct 1, 2026
- Size
- 2,814 bytes
- Repository stars
- 202
- License
- MIT
Transcribes a single PCM16 WAV file to plain UTF-8 text locally through a standard-library Python wrapper around native SenseVoice Small F16 GGUF FunASR llama.cpp runtimes, preferring cross-vendor Vulkan GPU acceleration and automatically falling back to CPU, with built-in FSMN-VAD. Use when the user wants offline speech-to-text, audio transcription, ASR, or spoken-content extraction in Mandarin, Cantonese, English, Japanese, or Korean.
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 to Text Run the bundled standard-library Python wrapper, which validates input, invokes native `llama-funasr-sensevoice`, removes runtime logs, and prints only UTF-8 transcription text. Prefer the Vulkan runtime for NVIDIA, AMD, or Intel GPUs and automatically retry with CPU when Vulkan is unavailable. Do not use CUDA, PyTorch, FunASR Python, or a remote API. ## Rules Read and follow [dependency-manager](../dependency-manager.md) before running commands. - Run `.ai/audio-to-text/transcribe.py` through the default `python` manifest entry. Do not invoke the native binary by hand. - Let the wrapper try `funasr-llamacpp-gpu` first with the Vulkan backend and fall back to `funasr-llamacpp-cpu`. Do not use CUDA, FunASR Python, PyTorch, ONNX, or host tools. - Load `sensevoice-small-f16.gguf` and `fsmn-vad.gguf` only from the `sensevoice-small-gguf` manifest model directory. - Process exactly one audio file per invocation. Repeat the command for multiple files. - Require uncompressed PCM16 WAV input. The current native runtime accepts common sample rates and channel layouts. For other containers, first chain `audio-to-wav`. - Always pass `--vad` for long-audio segmentation. …
Read the whole file at its exact version.
How to install
mdr add godot-fun/gai/audio-to-text@sha256:593de14a1e65b57cThe line at the top of this page pins the label git:20261101.d8fbf4c, 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_q5c7s4yq56ju7s5q)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 1, 2026 and Nov 1, 2026, about one every 31 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261101.d8fbf4c latest | 2026-11-01 | d8fbf4c | 2,814 B | A | view · diff |
| git:20261001.d6d7092 | 2026-10-01 | d6d7092 | 2,826 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 (2814 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
godot-fun/gai · 202 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_q5c7s4yq56ju7s5q GET https://markdownregistry.com/api/v1/resolve?ref=godot-fun/gai/audio-to-text GET https://markdownregistry.com/api/v1/blob/593de14a1e65b57c7dd9bde2761c0e764536a8d29f0227e21e43f1bc5d27b713
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.