asr SKILL.md skillA
asr from wncfht/agent-basic-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wncfht/agent-basic-skill/asr@git:20261018.e07a830Pins git:20261018.e07a830 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wncfht/agent-basic-skill
- Path
skills/asr/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261018.e07a830, committed Oct 18, 2026
- First version recorded
- Oct 13, 2026
- Size
- 7,601 bytes
- Repository stars
- 28
- License
- none declared
把音频或视频文件转录成 SRT 字幕或带时间戳的 TXT，词级时间戳。当用户想要语音转文字、转录、字幕、SRT 生成时使用——尤其是中文或英文音频 (transcription, subtitles, speech-to-text)。自包含——自行引导 venv 与模型。.
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
# ASR 转录 把音频或视频文件转成 `.srt` 字幕 (或带时间戳的 `.txt`),输出词级时间戳。 ## 车道 | 语言 | CPU(默认，哪里都能跑) | GPU(可选，更快) | | ---- | -------------------------------- | ----------------------------------------------------------------------------------- | | 英语 | sherpa parakeet-tdt-0.6b-v2 fp32 | parakeet.cpp CLI + GGUF f16(~1.3 GB 权重 + ~700 MB 运行时;Linux CUDA / macOS Metal) | | 中文 | sherpa FireRedASR2-CTC fp32 | Qwen3-ASR-1.7B + ForcedAligner(~6.5 GB 显存;Linux CUDA / Apple Silicon MLX) | 模型为 fp32 质量优先档。GPU 层的安装与显存要求见 [references/gpu.md](references/gpu.md)。 实测 (en 以 NeMo fp32、zh 以冻结 Qwen 为 oracle 的 micro WER/CER;全口径注记见 [references/metrics.md](references/metrics.md)): | 车道 | 速度 | 质量 | 足迹 | | ---------------------------- | ---------------------------------------- | ------------- | ----------------------------- | | en sherpa fp32 CPU (nt2) | ~9 rtfx(55 min 音频 ≈ 6 min) | WER ~4.3–5.1% | RSS ~1.5–4 GB/进程 | …
Read the whole file at its exact version.
How to install
mdr add wncfht/agent-basic-skill/asr@sha256:0ecded09cb86806aThe line at the top of this page pins the label git:20261018.e07a830, 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_sjzjsytxxpab6unw)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 13, 2026 and Oct 18, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261018.e07a830 latest | 2026-10-18 | e07a830 | 7,601 B | A | view · diff |
| git:20261013.8b84045 | 2026-10-13 | 8b84045 | 7,535 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 (7601 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
wncfht/agent-basic-skill · 28 stars · license none declared · pushed 2026-10-18 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sjzjsytxxpab6unw GET https://markdownregistry.com/api/v1/resolve?ref=wncfht/agent-basic-skill/asr GET https://markdownregistry.com/api/v1/blob/0ecded09cb86806a577bc7287e565ee91e4bc605ed99329e0417d6ac660a41a3
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.