Local Asr
cat-xierluo/legal-skills
使用本地 ASR 服务将音频或视频文件转录为带时间戳和说话人的 Markdown，Apple Silicon 默认使用 MOSS-MLX，保留 FunASR 原生及 ONNX 管线供显式选择；支持认领式声纹注册，本人声纹注册后自动识别标注。支持 mp4、mov、mp3、wav、m4a 等格式；用于会议记录、电话录音、视频字幕和播客转录。
把本地长视频/音频转写成文字稿 + 可选字幕，纯本地（不上传云端），用 sherpa-onnx X-ASR Zipformer transducer 模型（int8 量化、中英双语、自动标点）。已在 macOS Apple Silicon（int8 + AMX，~100× 实时）、Linux ARM64（CPU，~32× 实时）与 Windows（PowerShell…
Install Local Asr
$ npx skills add ysyecust/lecture-to-notes --skill local-asr -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ysyecust/lecture-to-notes local-asr --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ysyecust/lecture-to-notes.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/lecture-to-md/local-asr .claude/skills/local-asr && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "local-asr" agent skill from https://github.com/ysyecust/lecture-to-notes/tree/main/skills/lecture-to-md/local-asr into .claude/skills/local-asr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-asr", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ysyecust/lecture-to-notes/tree/main/skills/lecture-to-md/local-asrType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ysyecust/lecture-to-notes --skill local-asr -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ysyecust/lecture-to-notes local-asr --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ysyecust/lecture-to-notes.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/lecture-to-md/local-asr .agents/skills/local-asr && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "local-asr" agent skill from https://github.com/ysyecust/lecture-to-notes/tree/main/skills/lecture-to-md/local-asr into .agents/skills/local-asr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-asr", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ysyecust/lecture-to-notes --skill local-asr -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ysyecust/lecture-to-notes local-asr --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ysyecust/lecture-to-notes.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/lecture-to-md/local-asr .cursor/skills/local-asr && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "local-asr" agent skill from https://github.com/ysyecust/lecture-to-notes/tree/main/skills/lecture-to-md/local-asr into .cursor/skills/local-asr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-asr", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ysyecust/lecture-to-notes.git --path skills/lecture-to-md/local-asr--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ysyecust/lecture-to-notes --skill local-asr -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ysyecust/lecture-to-notes local-asr --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ysyecust/lecture-to-notes.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/lecture-to-md/local-asr .gemini/skills/local-asr && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "local-asr" agent skill from https://github.com/ysyecust/lecture-to-notes/tree/main/skills/lecture-to-md/local-asr into .gemini/skills/local-asr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-asr", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ysyecust/lecture-to-notes local-asrInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ysyecust/lecture-to-notes --skill local-asr -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ysyecust/lecture-to-notes.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/lecture-to-md/local-asr .github/skills/local-asr && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "local-asr" agent skill from https://github.com/ysyecust/lecture-to-notes/tree/main/skills/lecture-to-md/local-asr into .github/skills/local-asr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-asr", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ysyecust/lecture-to-notes --skill local-asr -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ysyecust/lecture-to-notes local-asr --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ysyecust/lecture-to-notes.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/lecture-to-md/local-asr .opencode/skills/local-asr && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "local-asr" agent skill from https://github.com/ysyecust/lecture-to-notes/tree/main/skills/lecture-to-md/local-asr into .opencode/skills/local-asr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-asr", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
local-asr- GitHub stars
- 273
- Token cost
- ~1.6k tokens
- SKILL.md length
- 377 words
- Files
- 13 (incl. scripts, references)
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
把本地长视频/音频转写成文字稿 + 可选字幕，纯本地（不上传云端），用 sherpa-onnx X-ASR Zipformer transducer 模型（int8 量化、中英双语、自动标点）。已在 macOS Apple Silicon（int8 + AMX，~100× 实时）、Linux ARM64（CPU，~32× 实时）与 Windows（PowerShell…
- Works in 7 steps: 语言由用户指定；没说就默认中文（--lang zh），也支持 en / auto。 → 输出目录默认与源文件同目录，文件名取源文件同名干 → 模型不吃视频。入口脚本统一先用 ffmpeg 抽成 16 kHz 单声道 wav… → …
- Tasks that involve Speech recognition and synthesis
- SKILL.md covers 关键约定, 快速使用, 平台环境配置 and 参数, plus 4 more sections
- Runs Python, PowerShell and Shell scripts from its folder; calls python3, bash and pip; reaches gh-proxy.com
What it does
Local Asr is an agent skill from ysyecust/lecture-to-notes. 把本地长视频/音频转写成文字稿 + 可选字幕，纯本地（不上传云端），用 sherpa-onnx X-ASR Zipformer transducer 模型（int8 量化、中英双语、自动标点）。已在 macOS Apple Silicon（int8 + AMX，~100× 实时）、Linux ARM64（CPU，~32× 实时）与 Windows（PowerShell 5.1，CPU）端到端验证。使用 $lecture-to-md 默认 ASR 后端；默认不要换成 Qwen。
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/models.md` and `references/setup-linux.md`).
It sits in AI & LLM Engineering, covering Speech recognition and synthesis. It works with ONNX, macOS, Linux and PowerShell. The repository describes itself as: Turn YouTube/Bilibili lectures into smart-cropped LaTeX/PDF notes. Claude Code & Codex skill.
When your agent uses it
- Tasks that involve Speech recognition and synthesis
Example prompts
- “/local-asr”
Requirements
- Python 3
- A Bash shell
- PowerShell
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- 语言由用户指定；没说就默认中文（--lang zh），也支持 en / auto。
- 输出目录默认与源文件同目录，文件名取源文件同名干
- 模型不吃视频。入口脚本统一先用 ffmpeg 抽成 16 kHz 单声道 wav 再送模型，
- 已存在同名输出时不覆盖，需显式加 --overwrite。
- sherpa-onnx X-ASR 默认产出 token 级时间戳（Zipformer transducer 自带对齐能力，无需独立 ForcedAligner 模型），所以 --timestamps 不带来额外权重、也不多花一倍时间。CLI 要字幕就加…
- 调用本 skill 时默认加 --timestamps，确保产出带时间轴的字幕；只有用户明确只要纯文本时才省略。
- 已有稿子想补时间戳：直接对原音频跑一次 transcribe.py --timestamps --formats srt,vtt，拿生成的 srt 作为字幕时间轴，文本再用原稿覆盖（sherpa-onnx 不需要独立强制对齐模型）。
What it can do on your machine
Read from SKILL.md and the folder at commit 0ef4e6f. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 5 files in scripts/ (Python, PowerShell and Shell), which the agent can run.
Shell commands in SKILL.md call:
python3bashpip
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
gh-proxy.com
Also links to:
github.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Local Asr loads about 1.6k tokens when it runs, and up to ~8.9k if it reads all its reference files. Until then it costs about 63 tokens; SKILL.md has 377 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 377 words (~1,622 tokens).
- name
- local-asr
Files
SKILL.md and 12 other files (scripts, references) in skills/lecture-to-md/local-asr of ysyecust/lecture-to-notes.
- SKILL.md
- .gitignore
- agents/openai.yaml
- references/models.md
- references/setup-linux.md
- references/setup-macos.md
- references/setup-windows.md
- scripts/common.py
- scripts/setup.ps1
- scripts/setup.sh
- scripts/transcribe.py
- scripts/transcribe_x_asr.py
- tests/test_transcribe.py
Open the folder on GitHubat commit 0ef4e6f
Compare with similar skills
Local Asr next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Local Asr this skillysyecust/lecture-to-notes | 273 | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Local Asrcat-xierluo/legal-skills | 720 | — | ~5.8k | Automated safety check: Pass | MIT | |
| Re AI Modeldslsdzc/rev-skills | 135 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Remote Hostslibnativeapi/nativeapi | 164 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Crossreviewcoddy-project/coddy-agent | 168 | — | ~3.3k | Automated safety check: Pass | MIT | |
| Environment SetupNorman-bury/research-writing-skill | 3.4k | — | ~840 | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Local Asr
What does Local Asr do?
把本地长视频/音频转写成文字稿 + 可选字幕，纯本地（不上传云端），用 sherpa-onnx X-ASR Zipformer transducer 模型（int8 量化、中英双语、自动标点）。已在 macOS Apple Silicon（int8 + AMX，~100× 实时）、Linux ARM64（CPU，~32× 实时）与 Windows（PowerShell…. Local Asr is an agent skill from ysyecust/lecture-to-notes.
When should I use Local Asr?
Local Asr fits situations like: tasks that involve Speech recognition and synthesis.
How do I install Local Asr in Claude Code?
Run `npx skills add ysyecust/lecture-to-notes --skill local-asr -a claude-code`. Or copy the skill folder (skills/lecture-to-md/local-asr in ysyecust/lecture-to-notes) into .claude/skills/local-asr in your project. Claude Code loads it when a task matches its description.
How do I install Local Asr in Codex?
Run `npx skills add ysyecust/lecture-to-notes --skill local-asr -a codex`. Or copy the skill folder (skills/lecture-to-md/local-asr in ysyecust/lecture-to-notes) into .agents/skills/local-asr in your project. Codex loads it when a task matches its description.
Can I use Local Asr in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ysyecust/lecture-to-notes --skill local-asr -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/local-asr, .gemini/skills/local-asr, .github/skills/local-asr and .opencode/skills/local-asr in your project.
What does Local Asr need to run?
Going by SKILL.md and its folder, Local Asr needs Python, PowerShell and a shell for the scripts in its folder and the command-line tools its instructions call (python3, bash and pip). Our summary lists: Python 3; A Bash shell; PowerShell.
Does Local Asr access the network?
SKILL.md names 2 domains. In commands or code: gh-proxy.com; the agent is likely to contact it when it follows the instructions. As links in the text: github.com. This is read from the text; nothing was executed.
Is Local Asr safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Local Asr use?
Local Asr has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Local Asr use?
About 1.6k tokens (SKILL.md is roughly 6.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 7.3k tokens, read only when the agent opens those files.
What are the alternatives to Local Asr?
Skills that share tags, products or a category with Local Asr: Local Asr (cat-xierluo/legal-skills, 720 stars), Re AI Model (dslsdzc/rev-skills, 135 stars), Remote Hosts (libnativeapi/nativeapi, 164 stars) and Crossreview (coddy-project/coddy-agent, 168 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Local Asr?
ysyecust (a GitHub user) maintains it in ysyecust/lecture-to-notes, which has 273 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 3, 2026.
Source: ysyecust/lecture-to-notes on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.