Agent skill

Qwen Image Pro

by aiskillstore in aiskillstore/marketplace

Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI.

No licenceAuto-check passedMedia & Creative

Install Qwen Image Pro

skills CLI
$ npx skills add aiskillstore/marketplace --skill qwen-image-pro -a claude-code

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

GitHub CLI
$ gh skill install aiskillstore/marketplace qwen-image-pro --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/tul-sh/qwen-image-pro .claude/skills/qwen-image-pro && 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
qwen-image-pro
GitHub stars
433
Used in
1 other repo
Token cost
~1.6k tokens
SKILL.md length
275 words
Files
2
Skills in repo
1,044
Repo updated
First seen
Licence
None found

At a glance

Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI.

  • Works in 4 steps: Use quotes around exact text: "Title:… → Specify font details: color, style,… → Disable prompt_extend: Set… → …
  • Tasks that involve Image generation
  • SKILL.md covers Quick Start, Pro Model Capabilities, Examples and Input Options, plus 7 more sections
  • Calls npx

What it does

Qwen Image Pro is an agent skill from aiskillstore/marketplace. Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI. Professional text rendering, fine-grained realism, enhanced semantic adherence. Ideal for posters, banners, and text-heavy designs. Triggers: qwen image pro, qwen-image-pro, qwen 2 pro, alibaba image pro, dashscope pro, professional text rendering

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).

It sits in Media & Creative, covering Image generation. It works with Qwen. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

  • Tasks that involve Image generation

Example prompts

  • “/qwen-image-pro”

Requirements

  • Python 3
  • Node.js
  • Pre-approved tools (allowed-tools): Bash(infsh *)

Workflow steps

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

  1. Use quotes around exact text: "Title: \"Hello World!\""
  2. Specify font details: color, style, size, position
  3. Disable prompt_extend: Set prompt_extend: false for precise control
  4. Use negative prompts: "blurry text, distorted text, low quality"

What it can do on your machine

Read from SKILL.md and the folder at commit 44923f3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash(infsh *)

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • npx

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

  • Network

    Links to these hosts (documentation or services it may open):

    • inference.sh
    • cloud.inference.sh

    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

Qwen Image Pro loads about 1.6k tokens when it runs. Until then it costs about 83 tokens; SKILL.md has 275 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~83
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k

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); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 275 words (~1,584 tokens).

“Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI. Best for professional text rendering and complex designs.”

— opening of SKILL.md by aiskillstore
name
qwen-image-pro
allowed-tools
Bash(infsh *)

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/tul-sh/qwen-image-pro of aiskillstore/marketplace.

  • SKILL.md
  • skill-report.json

Open the folder on GitHubat commit 44923f3

Used in 1 other repository

We found 4 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Qwen Image Pro 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.

Qwen Image Pro compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Qwen Image Pro this skillaiskillstore/marketplace4331 repos~1.6kAutomated safety check: PassNone
AI Image Generation and Editingzhayujie/CowAgent47k—~1.3kAutomated safety check: PassMIT
Qwen Image 2 1 Prompteriamyoki/qwen-image-2.1-skill157—~1.6kAutomated safety check: PassApache-2.0
Qwen Image GenZSeven-W/craft-skills225—~478Automated safety check: PassMIT
Qianwen Image GenerationQianWen-AI/qianwen-ai105—~5.2kAutomated safety check: NotesApache-2.0
Qwen Editdigitalsamba/claude-code-video-toolkit2.2k—~711Automated safety check: PassMIT

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  • Generates or edits images from text prompts through a Python script that picks an image backend based on which API keys are configured.

    47k GitHub stars~1.3k tokensUpdated yesterday
    Media & CreativeAuto-check passed
  • Qwen Image 2 1 Prompter

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    Optimize, rewrite, and craft image generation and editing prompts tailored specifically for Alibaba's Qwen-Image-2.1 diffusion model.

    157 GitHub stars~1.6k tokensUpdated 19 days ago
    Media & CreativeAuto-check passed
  • Qwen Image Gen

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    为 Qwen-Image 编写和改写生图提示词,区分局部编辑与参考主体创作,处理同人物系列、画幅及原图验收;用户要求生成时连接其已有的 Qwen 图像工作流。不用于下载权重、通用模型运维或其他图像模型。

    225 GitHub stars~478 tokensUpdated 18 days ago
    Media & CreativeAuto-check passed
  • Qianwen Image Generation

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Works with

Questions about Qwen Image Pro

What does Qwen Image Pro do?

Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI. Qwen Image Pro is an agent skill from aiskillstore/marketplace.sh CLI.

When should I use Qwen Image Pro?

Qwen Image Pro fits situations like: tasks that involve Image generation.

How do I install Qwen Image Pro in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill qwen-image-pro -a claude-code`. Or copy the skill folder (skills/tul-sh/qwen-image-pro in aiskillstore/marketplace) into .claude/skills/qwen-image-pro in your project. Claude Code loads it when a task matches its description.

How do I install Qwen Image Pro in Codex?

Run `npx skills add aiskillstore/marketplace --skill qwen-image-pro -a codex`. Or copy the skill folder (skills/tul-sh/qwen-image-pro in aiskillstore/marketplace) into .agents/skills/qwen-image-pro in your project. Codex loads it when a task matches its description.

Can I use Qwen Image Pro 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 aiskillstore/marketplace --skill qwen-image-pro -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qwen-image-pro, .gemini/skills/qwen-image-pro, .github/skills/qwen-image-pro and .opencode/skills/qwen-image-pro in your project.

What does Qwen Image Pro need to run?

Going by SKILL.md and its folder, Qwen Image Pro needs the command-line tools its instructions call (npx). Our summary lists: Python 3; Node.js. Its frontmatter pre-approves these tools: Bash(infsh *).

Does Qwen Image Pro access the network?

SKILL.md names 2 domains. As links in the text: inference.sh and cloud.inference.sh. This is read from the text; nothing was executed.

Is Qwen Image Pro 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. Review the folder before installing.

What licence does Qwen Image Pro use?

No licence was found for Qwen Image Pro or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Qwen Image Pro use?

About 1.6k tokens (SKILL.md is roughly 6.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Qwen Image Pro?

Skills that share tags, products or a category with Qwen Image Pro: AI Image Generation and Editing (zhayujie/CowAgent, 47k stars), Qwen Image 2 1 Prompter (iamyoki/qwen-image-2.1-skill, 157 stars), Qwen Image Gen (ZSeven-W/craft-skills, 225 stars) and Qianwen Image Generation (QianWen-AI/qianwen-ai, 105 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Qwen Image Pro?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.

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