Agent skill

Aliyun Qwen Asr

by cinience in cinience/alicloud-skills

A skill your agent uses when transcribing non-realtime speech with Alibaba Cloud Model Studio Qwen ASR models (qwen3-asr-flash, qwen-audio-asr, qwen3-asr-flash-filetrans).

MITAuto-check passedAI & LLM Engineering

Install Aliyun Qwen Asr

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

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

GitHub CLI
$ gh skill install cinience/alicloud-skills aliyun-qwen-asr --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 .claude/skills/aliyun-qwen-asr && 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
GitHub stars
397
Token cost
~1.3k tokens
SKILL.md length
315 words
Files
5 (incl. scripts, references)
Skills in repo
96
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when transcribing non-realtime speech with Alibaba Cloud Model Studio Qwen ASR models (qwen3-asr-flash, qwen-audio-asr, qwen3-asr-flash-filetrans).

  • Works in 4 steps: Confirm user intent, region,… → Run one minimal read-only query first to… → Execute the target operation with… → …
  • Transcribing non-realtime speech with Alibaba Cloud Model Studio Qwen ASR models (qwen3-asr-flash
  • SKILL.md covers Validation, Output And Evidence, Critical model names and Prerequisites, plus 7 more sections
  • Runs Python scripts from its folder; calls python, curl and python3; reaches dashscope.oss-cn-beijing.aliyuncs.com and dashscope.aliyuncs.com; needs DASHSCOPE_API_KEY

What it does

Aliyun Qwen Asr is an agent skill from cinience/alicloud-skills. Use when transcribing non-realtime speech with Alibaba Cloud Model Studio Qwen ASR models (qwen3-asr-flash, qwen-audio-asr, qwen3-asr-flash-filetrans). Use when converting recorded audio files to text, generating transcripts with timestamps, or documenting DashScope/OpenAI-compatible ASR request and response fields.

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/api_reference.md` and `references/sources.md`).

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

When your agent uses it

  • Transcribing non-realtime speech with Alibaba Cloud Model Studio Qwen ASR models (qwen3-asr-flash
  • Qwen3-asr-flash-filetrans)
  • Converting recorded audio files to text
  • Generating transcripts with timestamps

Example prompts

  • “/aliyun-qwen-asr”

Requirements

  • Python 3
  • A credential in DASHSCOPE_API_KEY

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Confirm user intent, region, identifiers, and whether the operation is read-only or mutating.
  2. Run one minimal read-only query first to verify connectivity and permissions.
  3. Execute the target operation with explicit parameters and bounded scope.
  4. Verify results and save output/evidence files.

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
    • curl
    • python3

    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:

    • dashscope.oss-cn-beijing.aliyuncs.com
    • dashscope.aliyuncs.com

    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 loads about 1.3k tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 85 tokens; SKILL.md has 315 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~85
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.9k

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). 315 words, ~1,316 tokens.

Download SKILL.mdSave it as .claude/skills/aliyun-qwen-asr/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
aliyun-qwen-asr
description
Use when transcribing non-realtime speech with Alibaba Cloud Model Studio Qwen ASR models (`qwen3-asr-flash`, `qwen-audio-asr`, `qwen3-asr-flash-filetrans`). Use when converting recorded audio files to text, generating transcripts with timestamps, or documenting DashScope/OpenAI-compatible ASR request and response fields.
version
1.0.0

Category: provider

Model Studio Qwen ASR (Non-Realtime)

Validation

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

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

Output And Evidence

  • Store transcripts and API responses under output/aliyun-qwen-asr/.
  • Keep one command log or sample response per run.

Use Qwen ASR for recorded audio transcription (non-realtime), including short audio sync calls and long audio async jobs.

Critical model names

Use one of these exact model strings:

  • qwen3-asr-flash
  • qwen3-asr-flash-2026-02-10
  • qwen-audio-asr
  • qwen3-asr-flash-filetrans
  • qwen3-asr-flash-filetrans-2025-11-17

Selection guidance:

  • Use qwen3-asr-flash, qwen3-asr-flash-2026-02-10, or qwen-audio-asr for short/normal recordings (sync).
  • Use qwen3-asr-flash-filetrans or qwen3-asr-flash-filetrans-2025-11-17 for long-file transcription (async task workflow).

Prerequisites

  • Install SDK dependencies (script uses Python stdlib only):
bash
python3 -m venv .venv
. .venv/bin/activate
  • Set DASHSCOPE_API_KEY in environment, or add dashscope_api_key to ~/.alibabacloud/credentials.

Normalized interface (asr.transcribe)

Request
  • audio (string, required): public URL or local file path.
  • model (string, optional): default qwen3-asr-flash.
  • language_hints (array<string>, optional): e.g. zh, en.
  • sample_rate (number, optional)
  • vocabulary_id (string, optional)
  • disfluency_removal_enabled (bool, optional)
  • timestamp_granularities (array<string>, optional): e.g. sentence.
  • async (bool, optional): default false for sync models, true for qwen3-asr-flash-filetrans.
Response
  • text (string): normalized transcript text.
  • task_id (string, optional): present for async submission.
  • status (string): SUCCEEDED or submission status.
  • raw (object): original API response.

Quick start (official HTTP API)

Sync transcription (OpenAI-compatible protocol):

bash
curl -sS --location 'https://dashscope.aliyuncs.com/compatible-mode/v1/chat/completions' \
  --header "Authorization: Bearer $DASHSCOPE_API_KEY" \
  --header 'Content-Type: application/json' \
  --data '{
    "model": "qwen3-asr-flash",
    "messages": [
      {
        "role": "user",
        "content": [
          {
            "type": "input_audio",
            "input_audio": {
              "data": "https://dashscope.oss-cn-beijing.aliyuncs.com/audios/welcome.mp3"
            }
          }
        ]
      }
    ],
    "stream": false,
    "asr_options": {
      "enable_itn": false
    }
  }'

Async long-file transcription (DashScope protocol):

bash
curl -sS --location 'https://dashscope.aliyuncs.com/api/v1/services/audio/asr/transcription' \
  --header "Authorization: Bearer $DASHSCOPE_API_KEY" \
  --header 'X-DashScope-Async: enable' \
  --header 'Content-Type: application/json' \
  --data '{
    "model": "qwen3-asr-flash-filetrans",
    "input": {
      "file_url": "https://dashscope.oss-cn-beijing.aliyuncs.com/audios/welcome.mp3"
    }
  }'

Poll task result:

bash
curl -sS --location "https://dashscope.aliyuncs.com/api/v1/tasks/<task_id>" \
  --header "Authorization: Bearer $DASHSCOPE_API_KEY"

Local helper script

Use the bundled script for URL/local-file input and optional async polling:

bash
python skills/ai/audio/aliyun-qwen-asr/scripts/transcribe_audio.py \
  --audio "https://dashscope.oss-cn-beijing.aliyuncs.com/audios/welcome.mp3" \
  --model qwen3-asr-flash \
  --language-hints zh,en \
  --print-response

Long-file mode:

bash
python skills/ai/audio/aliyun-qwen-asr/scripts/transcribe_audio.py \
  --audio "https://dashscope.oss-cn-beijing.aliyuncs.com/audios/welcome.mp3" \
  --model qwen3-asr-flash-filetrans \
  --async \
  --wait

Operational guidance

  • For local files, use input_audio.data (data URI) when direct URL is unavailable.
  • Keep language_hints minimal to reduce recognition ambiguity.
  • For async tasks, use 5-20s polling interval with max retry guard.
  • Save normalized outputs under output/aliyun-qwen-asr/transcripts/.

Output location

  • Default output: output/aliyun-qwen-asr/transcripts/
  • Override base dir with OUTPUT_DIR.

Workflow

  1. Confirm user intent, region, identifiers, and whether the operation is read-only or mutating.
  2. Run one minimal read-only query first to verify connectivity and permissions.
  3. Execute the target operation with explicit parameters and bounded scope.
  4. Verify results and save output/evidence files.

References

  • references/api_reference.md
  • references/sources.md
  • Realtime synthesis is provided by skills/ai/audio/aliyun-qwen-tts-realtime/.

© 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 4 other files (scripts, references) in skills/ai/audio/aliyun-qwen-asr of cinience/alicloud-skills.

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

Open the folder on GitHubat commit 1818263

Compare with similar skills

Aliyun Qwen 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.

Aliyun Qwen Asr compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Aliyun Qwen Asr this skillcinience/alicloud-skills397—~1.3kAutomated safety check: PassMIT
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Openai Whisper APItrpc-group/trpc-agent-go1.9k12 repos~288Automated safety check: PassApache-2.0
Azure AI Openai Dotnetmicrosoft/skills3.1k5 repos~3.4kAutomated safety check: PassMIT
Parakeet Sttsundial-org/awesome-openclaw-skills663—~771Automated safety check: PassNone
Whisper Speech RecognitionOrchestra-Research/AI-Research-SKILLs13k7 repos~1.9kAutomated safety check: NotesMIT

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Questions about Aliyun Qwen Asr

What does Aliyun Qwen Asr do?

A skill your agent uses when transcribing non-realtime speech with Alibaba Cloud Model Studio Qwen ASR models (qwen3-asr-flash, qwen-audio-asr, qwen3-asr-flash-filetrans). Aliyun Qwen Asr is an agent skill from cinience/alicloud-skills. Use when transcribing non-realtime speech with Alibaba Cloud Model Studio Qwen ASR models (qwen3-asr-flash, qwen-audio-asr, qwen3-asr-flash-filetrans).

When should I use Aliyun Qwen Asr?

Aliyun Qwen Asr fits situations like: transcribing non-realtime speech with Alibaba Cloud Model Studio Qwen ASR models (qwen3-asr-flash; qwen3-asr-flash-filetrans); converting recorded audio files to text; generating transcripts with timestamps.

How do I install Aliyun Qwen Asr in Claude Code?

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

How do I install Aliyun Qwen Asr in Codex?

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

Can I use Aliyun Qwen 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 cinience/alicloud-skills --skill aliyun-qwen-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/aliyun-qwen-asr, .gemini/skills/aliyun-qwen-asr, .github/skills/aliyun-qwen-asr and .opencode/skills/aliyun-qwen-asr in your project.

What does Aliyun Qwen Asr need to run?

Going by SKILL.md and its folder, Aliyun Qwen Asr needs Python for the scripts in its folder, the command-line tools its instructions call (python, curl and python3) and credentials named DASHSCOPE_API_KEY. Our summary lists: Python 3; A credential in DASHSCOPE_API_KEY.

Does Aliyun Qwen Asr access the network?

SKILL.md names 2 domains. In commands or code: dashscope.oss-cn-beijing.aliyuncs.com and dashscope.aliyuncs.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Aliyun Qwen 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 Aliyun Qwen Asr use?

Aliyun Qwen Asr 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 use?

About 1.3k tokens (SKILL.md is roughly 5.3k 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 573 tokens, read only when the agent opens those files.

What are the alternatives to Aliyun Qwen Asr?

Skills that share tags, products or a category with Aliyun Qwen Asr: Dy Note (Rimagination/dy-note, 172 stars), Openai Whisper API (trpc-group/trpc-agent-go, 1.9k stars), Azure AI Openai Dotnet (microsoft/skills, 3.1k stars) and Parakeet Stt (sundial-org/awesome-openclaw-skills, 663 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?

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.