Agent skill

Aliyun Qwen Generation

A skill your agent uses when generating or reasoning over text with Alibaba Cloud Model Studio Qwen flagship text models (qwen3-max, qwen3.5-plus, qwen3.5-flash, snapshots, and compatible…

MITAuto-check passedAI & LLM Engineering

Install Aliyun Qwen Generation

skills CLI

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

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

GitHub CLI

$ gh skill install cinience/alicloud-skills aliyun-qwen-generation --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/text/aliyun-qwen-generation .claude/skills/aliyun-qwen-generation && 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/

Paste into Claude Code

Install the "aliyun-qwen-generation" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/text/aliyun-qwen-generation into .claude/skills/aliyun-qwen-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qwen-generation", 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

$skill-installer install https://github.com/cinience/alicloud-skills/tree/main/skills/ai/text/aliyun-qwen-generation

Type 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.

skills CLI

$ npx skills add cinience/alicloud-skills --skill aliyun-qwen-generation -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install cinience/alicloud-skills aliyun-qwen-generation --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/cinience/alicloud-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ai/text/aliyun-qwen-generation .agents/skills/aliyun-qwen-generation && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "aliyun-qwen-generation" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/text/aliyun-qwen-generation into .agents/skills/aliyun-qwen-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qwen-generation", 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.

skills CLI

$ npx skills add cinience/alicloud-skills --skill aliyun-qwen-generation -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install cinience/alicloud-skills aliyun-qwen-generation --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/cinience/alicloud-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ai/text/aliyun-qwen-generation .cursor/skills/aliyun-qwen-generation && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "aliyun-qwen-generation" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/text/aliyun-qwen-generation into .cursor/skills/aliyun-qwen-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qwen-generation", 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

$ gemini skills install https://github.com/cinience/alicloud-skills.git --path skills/ai/text/aliyun-qwen-generation

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add cinience/alicloud-skills --skill aliyun-qwen-generation -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install cinience/alicloud-skills aliyun-qwen-generation --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/cinience/alicloud-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ai/text/aliyun-qwen-generation .gemini/skills/aliyun-qwen-generation && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "aliyun-qwen-generation" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/text/aliyun-qwen-generation into .gemini/skills/aliyun-qwen-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qwen-generation", 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.

GitHub CLI

$ gh skill install cinience/alicloud-skills aliyun-qwen-generation

Installs 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).

skills CLI

$ npx skills add cinience/alicloud-skills --skill aliyun-qwen-generation -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/cinience/alicloud-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ai/text/aliyun-qwen-generation .github/skills/aliyun-qwen-generation && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "aliyun-qwen-generation" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/text/aliyun-qwen-generation into .github/skills/aliyun-qwen-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qwen-generation", 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.

skills CLI

$ npx skills add cinience/alicloud-skills --skill aliyun-qwen-generation -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install cinience/alicloud-skills aliyun-qwen-generation --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/cinience/alicloud-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ai/text/aliyun-qwen-generation .opencode/skills/aliyun-qwen-generation && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "aliyun-qwen-generation" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/text/aliyun-qwen-generation into .opencode/skills/aliyun-qwen-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qwen-generation", 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: aliyun-qwen-generation
GitHub stars: 397
Token cost: ~863 tokens
SKILL.md length: 219 words
Files: 4 (incl. scripts, references)
Skills in repo: 96
Repo updated: Aug 11, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

A skill your agent uses when generating or reasoning over text with Alibaba Cloud Model Studio Qwen flagship text models (qwen3-max, qwen3.5-plus, qwen3.5-flash, snapshots, and compatible…

Reasoning over text with Alibaba Cloud Model Studio Qwen flagship text models (qwen3-max
SKILL.md covers Validation, Output And Evidence, Critical model names and Prerequisites, plus 6 more sections
Runs Python scripts from its folder; calls python, python3 and curl; reaches dashscope.aliyuncs.com; needs DASHSCOPE_API_KEY
Compatible open-source variants)

What it does

Aliyun Qwen Generation is an agent skill from cinience/alicloud-skills. Use when generating or reasoning over text with Alibaba Cloud Model Studio Qwen flagship text models (qwen3-max, qwen3.5-plus, qwen3.5-flash, snapshots, and compatible open-source variants). Use when building chat, agent, tool-calling, or long-context text generation workflows on Model Studio.

Its SKILL.md is about 860 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_generation_request.py`).

It sits in AI & LLM Engineering, covering Structured output and tool calling. 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

Reasoning over text with Alibaba Cloud Model Studio Qwen flagship text models (qwen3-max
Compatible open-source variants)
Long-context text generation workflows on Model Studio

Example prompts

“/aliyun-qwen-generation”

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
- python3
- curl
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.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 Generation loads about 863 tokens when it runs, and up to ~960 if it reads all its reference files. Until then it costs about 81 tokens; SKILL.md has 219 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~81
When it runs · the whole SKILL.md, loaded when a task matches: ~863
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~960

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). 219 words, ~863 tokens.

Download SKILL.mdSave it as .claude/skills/aliyun-qwen-generation/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.

name: aliyun-qwen-generation
description: Use when generating or reasoning over text with Alibaba Cloud Model Studio Qwen flagship text models (`qwen3-max`, `qwen3.5-plus`, `qwen3.5-flash`, snapshots, and compatible open-source variants). Use when building chat, agent, tool-calling, or long-context text generation workflows on Model Studio.
version: 1.0.0

Category: provider

Model Studio Qwen Text Generation

Validation

bash

mkdir -p output/aliyun-qwen-generation
python -m py_compile skills/ai/text/aliyun-qwen-generation/scripts/prepare_generation_request.py && echo "py_compile_ok" > output/aliyun-qwen-generation/validate.txt

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

Output And Evidence

Save prompt templates, normalized request payloads, and response summaries under output/aliyun-qwen-generation/.
Keep one reproducible request example with model name, region, and key parameters.

Use this skill for general text generation, reasoning, tool-calling, and long-context chat on Alibaba Cloud Model Studio.

Critical model names

Prefer the current flagship families:

qwen3-max
qwen3-max-2026-01-23
qwen3.5-plus
qwen3.5-plus-2026-02-15
qwen3.5-flash
qwen3.5-flash-2026-02-23

Common related variants listed in the official model catalog:

qwen3.5-397b-a17b
qwen3.5-122b-a10b
qwen3.5-35b-a3b
qwen3.5-27b

Prerequisites

Install SDK in a virtual environment:

bash

python3 -m venv .venv
. .venv/bin/activate
python -m pip install dashscope

Set DASHSCOPE_API_KEY in your environment, or add dashscope_api_key to ~/.alibabacloud/credentials.

Normalized interface (text.generate)

Request

messages (array<object>, required): standard chat turns.
model (string, optional): default qwen3.5-plus.
temperature (number, optional)
top_p (number, optional)
max_tokens (int, optional)
enable_thinking (bool, optional)
tools (array<object>, optional)
response_format (object, optional)
stream (bool, optional)

Response

text (string): assistant output.
finish_reason (string, optional)
usage (object, optional)
raw (object, optional)

Quick start (OpenAI-compatible endpoint)

bash

curl -sS https://dashscope.aliyuncs.com/compatible-mode/v1/chat/completions \
  -H "Authorization: Bearer $DASHSCOPE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "qwen3.5-plus",
    "messages": [
      {"role": "system", "content": "You are a concise assistant."},
      {"role": "user", "content": "Summarize why object storage helps media pipelines."}
    ],
    "stream": false
  }'

Local helper script

bash

python skills/ai/text/aliyun-qwen-generation/scripts/prepare_generation_request.py \
  --prompt "Draft a concise architecture summary for a media ingestion pipeline." \
  --model qwen3.5-plus

Operational guidance

Use snapshot IDs when reproducibility matters.
Prefer qwen3.5-flash for lower-latency simple tasks and qwen3-max for harder multi-step tasks.
Keep tool schemas minimal and explicit when enabling tool calls.
For multimodal input, route to dedicated VL or Omni skills unless the task is primarily text-centric.

Output location

Default output: output/aliyun-qwen-generation/requests/
Override base dir with OUTPUT_DIR.

References

references/sources.md

Files

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

SKILL.md
agents/openai.yaml
references/sources.md
scripts/prepare_generation_request.py

Open the folder on GitHubat commit 1818263

Compare with similar skills

Aliyun Qwen Generation 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 Generation compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Aliyun Qwen Generation this skillcinience/alicloud-skills	397	—	~863	Automated safety check: Pass	MIT	2 mo ago
Qianwen TextQianWen-AI/qianwen-ai	105	—	~4.7k	Automated safety check: Notes	Apache-2.0	yesterday
VllmPrism-Shadow/penguin-harness	2.5k	—	~1k	Automated safety check: Pass	Apache-2.0	yesterday
Local AI Agentsmicrosoft/ai-agents-for-beginners	77k	—	~1.3k	Automated safety check: Pass	MIT	yesterday
Local AI Agentsmicrosoft/ai-agents-for-beginners	77k	—	~1.4k	Automated safety check: Pass	MIT	yesterday
Local AI Agentsmicrosoft/ai-agents-for-beginners	77k	—	~1.7k	Automated safety check: Pass	MIT	yesterday

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Works with

Questions about Aliyun Qwen Generation

What does Aliyun Qwen Generation do?

A skill your agent uses when generating or reasoning over text with Alibaba Cloud Model Studio Qwen flagship text models (qwen3-max, qwen3.5-plus, qwen3.5-flash, snapshots, and compatible…. Aliyun Qwen Generation is an agent skill from cinience/alicloud-skills.5-flash, snapshots, and compatible open-source variants).

When should I use Aliyun Qwen Generation?

Aliyun Qwen Generation fits situations like: reasoning over text with Alibaba Cloud Model Studio Qwen flagship text models (qwen3-max; compatible open-source variants); long-context text generation workflows on Model Studio.

How do I install Aliyun Qwen Generation in Claude Code?

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

How do I install Aliyun Qwen Generation in Codex?

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

Can I use Aliyun Qwen Generation 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-generation -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-generation, .gemini/skills/aliyun-qwen-generation, .github/skills/aliyun-qwen-generation and .opencode/skills/aliyun-qwen-generation in your project.

What does Aliyun Qwen Generation need to run?

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

Does Aliyun Qwen Generation access the network?

SKILL.md names 1 domain. In commands or code: dashscope.aliyuncs.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Aliyun Qwen Generation 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 Generation use?

Aliyun Qwen Generation 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 Generation use?

About 863 tokens (SKILL.md is roughly 3.5k 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 97 tokens, read only when the agent opens those files.

What are the alternatives to Aliyun Qwen Generation?

Skills that share tags, products or a category with Aliyun Qwen Generation: Qianwen Text (QianWen-AI/qianwen-ai, 105 stars), Vllm (Prism-Shadow/penguin-harness, 2.5k stars), Local AI Agents (microsoft/ai-agents-for-beginners, 77k stars) and Local AI Agents (microsoft/ai-agents-for-beginners, 77k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Aliyun Qwen Generation?

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.

Install Aliyun Qwen Generation

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Model Studio Qwen Text Generation

Validation

Output And Evidence

Critical model names

Prerequisites

Normalized interface (text.generate)

Request

Response

Quick start (OpenAI-compatible endpoint)

Local helper script

Operational guidance

Output location

References

Files

Compare with similar skills

Similar skills

More from cinience/alicloud-skills

Related

Questions about Aliyun Qwen Generation