Agent skill

Aliyun Qwen Asr Realtime

by cinience in cinience/alicloud-skills

A skill your agent uses when low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models, including streaming microphone input, live captions, or…

MITAuto-check passedAI & LLM Engineering

Install Aliyun Qwen Asr Realtime

skills CLI
$ npx skills add cinience/alicloud-skills --skill aliyun-qwen-asr-realtime -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install cinience/alicloud-skills aliyun-qwen-asr-realtime --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/cinience/alicloud-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ai/audio/aliyun-qwen-asr-realtime .claude/skills/aliyun-qwen-asr-realtime && rm -rf skills-src

Use ~/.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/

Facts

Skill name
aliyun-qwen-asr-realtime
GitHub stars
397
Token cost
~548 tokens
SKILL.md length
160 words
Files
4 (incl. scripts, references)
Skills in repo
96
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models, including streaming microphone input, live captions, or…

  • Low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models
  • SKILL.md covers Validation, Output And Evidence, Critical model names and Use cases, plus 5 more sections
  • Runs Python scripts from its folder; calls python; needs DASHSCOPE_API_KEY
  • Including streaming microphone input

What it does

Aliyun Qwen Asr Realtime is an agent skill from cinience/alicloud-skills. Use when low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models, including streaming microphone input, live captions, or duplex voice agents.

Its SKILL.md is about 550 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/sources.md` and `scripts/prepare_realtime_asr_request.py`).

It sits in AI & LLM Engineering, covering Speech recognition and synthesis. It works with Qwen and Alibaba Cloud. The repository describes itself as: alibaba cloud skills,qwen ,wan and all skills. The licence is MIT.

When your agent uses it

  • Low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models
  • Including streaming microphone input
  • Duplex voice agents

Example prompts

  • “/aliyun-qwen-asr-realtime”

Requirements

  • Python 3
  • A credential in DASHSCOPE_API_KEY

What it can do on your machine

Read from SKILL.md and the folder at commit 1818263. 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 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • DASHSCOPE_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Aliyun Qwen Asr Realtime loads about 548 tokens when it runs, and up to ~581 if it reads all its reference files. Until then it costs about 55 tokens; SKILL.md has 160 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~55
When it runs · the whole SKILL.md, loaded when a task matches
~548
With references · SKILL.md plus every file in references/, read only if the agent opens them
~581

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

The full file from cinience/alicloud-skills at commit 1818263, republished under its MIT licence (© cinience). 160 words, ~548 tokens.

Download SKILL.mdSave it as .claude/skills/aliyun-qwen-asr-realtime/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
aliyun-qwen-asr-realtime
description
Use when low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models, including streaming microphone input, live captions, or duplex voice agents.
version
1.0.0

Category: provider

Model Studio Qwen ASR Realtime

Validation

bash
mkdir -p output/aliyun-qwen-asr-realtime
python -m py_compile skills/ai/audio/aliyun-qwen-asr-realtime/scripts/prepare_realtime_asr_request.py && echo "py_compile_ok" > output/aliyun-qwen-asr-realtime/validate.txt

Pass criteria: command exits 0 and output/aliyun-qwen-asr-realtime/validate.txt is generated.

Output And Evidence

  • Save session payloads and response samples under output/aliyun-qwen-asr-realtime/.

Critical model names

Use one of these exact model strings:

  • qwen3-asr-flash-realtime
  • qwen3-asr-flash-realtime-2026-02-10

Use cases

  • Realtime subtitles and captions
  • Voice-agent duplex input
  • Streaming speech-to-text in browser or terminal clients

Prerequisites

  • Set DASHSCOPE_API_KEY in your environment, or add dashscope_api_key to ~/.alibabacloud/credentials.
  • Realtime sessions generally require WebSocket or streaming session handling in the client.

Normalized interface (asr.realtime)

Request
  • model (string, optional): default qwen3-asr-flash-realtime
  • language_hints (array<string>, optional)
  • format (string, optional): e.g. pcm, wav
  • sample_rate (int, optional): e.g. 16000
  • chunk_ms (int, optional): frame size in milliseconds
Response
  • text (string): recognized transcript fragment
  • is_final (bool): finalization marker
  • usage (object, optional)

Quick start

Generate a request template:

bash
python skills/ai/audio/aliyun-qwen-asr-realtime/scripts/prepare_realtime_asr_request.py \
  --output output/aliyun-qwen-asr-realtime/request.json

Operational guidance

  • Prefer 16kHz mono PCM unless your client stack requires another format.
  • Keep chunks small enough for responsive partial results.
  • If you only have recorded files, use skills/ai/audio/aliyun-qwen-asr/ instead.

References

  • references/sources.md

© cinience, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (scripts, references) in skills/ai/audio/aliyun-qwen-asr-realtime of cinience/alicloud-skills.

  • SKILL.md
  • agents/openai.yaml
  • references/sources.md
  • scripts/prepare_realtime_asr_request.py

Open the folder on GitHubat commit 1818263

Compare with similar skills

Aliyun Qwen Asr Realtime 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.

Aliyun Qwen Asr Realtime compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Aliyun Qwen Asr Realtime this skillcinience/alicloud-skills397—~548Automated safety check: PassMIT
Bailian Media Generationmodelstudioai/cli542—~2kAutomated safety check: PassApache-2.0
Dashscopecalesthio/OpenMontage66k—~1.5kAutomated safety check: NotesAGPL-3.0
Dy NoteRimagination/dy-note172—~4.5kAutomated safety check: PassMIT
Local Asrysyecust/lecture-to-notes273—~1.6kAutomated safety check: PassCustom licence
Qwen3 Asr Assistantanbeime/skill7.8k—~1.1kAutomated safety check: PassNone

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Questions about Aliyun Qwen Asr Realtime

What does Aliyun Qwen Asr Realtime do?

A skill your agent uses when low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models, including streaming microphone input, live captions, or…. Aliyun Qwen Asr Realtime is an agent skill from cinience/alicloud-skills. Use when low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models, including streaming microphone input, live captions, or duplex voice agents.

When should I use Aliyun Qwen Asr Realtime?

Aliyun Qwen Asr Realtime fits situations like: low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models; including streaming microphone input; duplex voice agents.

How do I install Aliyun Qwen Asr Realtime in Claude Code?

Run `npx skills add cinience/alicloud-skills --skill aliyun-qwen-asr-realtime -a claude-code`. Or copy the skill folder (skills/ai/audio/aliyun-qwen-asr-realtime in cinience/alicloud-skills) into .claude/skills/aliyun-qwen-asr-realtime in your project. Claude Code loads it when a task matches its description.

How do I install Aliyun Qwen Asr Realtime in Codex?

Run `npx skills add cinience/alicloud-skills --skill aliyun-qwen-asr-realtime -a codex`. Or copy the skill folder (skills/ai/audio/aliyun-qwen-asr-realtime in cinience/alicloud-skills) into .agents/skills/aliyun-qwen-asr-realtime in your project. Codex loads it when a task matches its description.

Can I use Aliyun Qwen Asr Realtime 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 cinience/alicloud-skills --skill aliyun-qwen-asr-realtime -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aliyun-qwen-asr-realtime, .gemini/skills/aliyun-qwen-asr-realtime, .github/skills/aliyun-qwen-asr-realtime and .opencode/skills/aliyun-qwen-asr-realtime in your project.

What does Aliyun Qwen Asr Realtime need to run?

Going by SKILL.md and its folder, Aliyun Qwen Asr Realtime needs Python for the scripts in its folder, the command-line tools its instructions call (python) and credentials named DASHSCOPE_API_KEY. Our summary lists: Python 3; A credential in DASHSCOPE_API_KEY.

Does Aliyun Qwen Asr Realtime access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Aliyun Qwen Asr Realtime 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 Aliyun Qwen Asr Realtime use?

Aliyun Qwen Asr Realtime is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Aliyun Qwen Asr Realtime use?

About 548 tokens (SKILL.md is roughly 2.2k 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 33 tokens, read only when the agent opens those files.

What are the alternatives to Aliyun Qwen Asr Realtime?

Skills that share tags, products or a category with Aliyun Qwen Asr Realtime: Bailian Media Generation (modelstudioai/cli, 542 stars), Dashscope (calesthio/OpenMontage, 66k stars), Dy Note (Rimagination/dy-note, 172 stars) and Local Asr (ysyecust/lecture-to-notes, 273 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Aliyun Qwen Asr Realtime?

cinience (a GitHub user) maintains it in cinience/alicloud-skills, which has 397 GitHub stars. The repository holds 96 skills in this directory. The repository was last updated on August 11, 2026.

Source: cinience/alicloud-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.