Agent skill

Aliyun Qwen OCR

Install Aliyun Qwen OCR

skills CLI

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

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

GitHub CLI

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

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-ocr -a codex

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

GitHub CLI

$ gh skill install cinience/alicloud-skills aliyun-qwen-ocr --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/multimodal/aliyun-qwen-ocr .agents/skills/aliyun-qwen-ocr && 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-ocr" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/multimodal/aliyun-qwen-ocr into .agents/skills/aliyun-qwen-ocr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qwen-ocr", 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-ocr -a cursor

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

GitHub CLI

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

--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-ocr -a gemini-cli

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

GitHub CLI

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

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-ocr -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/multimodal/aliyun-qwen-ocr .github/skills/aliyun-qwen-ocr && 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-ocr" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/multimodal/aliyun-qwen-ocr into .github/skills/aliyun-qwen-ocr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qwen-ocr", 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-ocr -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-ocr --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/multimodal/aliyun-qwen-ocr .opencode/skills/aliyun-qwen-ocr && 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-ocr" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/multimodal/aliyun-qwen-ocr into .opencode/skills/aliyun-qwen-ocr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qwen-ocr", 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-ocr
GitHub stars: 397
Token cost: ~953 tokens
SKILL.md length: 309 words
Files: 5 (incl. scripts, references)
Skills in repo: 96
Repo updated: Aug 11, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

OCR-specialized extraction is needed with Alibaba Cloud Model Studio Qwen OCR models (qwen-vl-ocr
SKILL.md covers Validation, Output And Evidence, Critical model names and Prerequisites, plus 6 more sections
Runs Python scripts from its folder; calls python and python3; needs DASHSCOPE_API_KEY
Qwen-vl-ocr-latest

What it does

Aliyun Qwen OCR is an agent skill from cinience/alicloud-skills. Use when OCR-specialized extraction is needed with Alibaba Cloud Model Studio Qwen OCR models (qwen-vl-ocr, qwen-vl-ocr-latest, and snapshots), including document parsing, table parsing, multilingual OCR, formula recognition, and key information extraction.

Its SKILL.md is about 950 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 Documents & Office, covering Document parsing. 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

OCR-specialized extraction is needed with Alibaba Cloud Model Studio Qwen OCR models (qwen-vl-ocr
Qwen-vl-ocr-latest
Including document parsing
Multilingual OCR

Example prompts

“/aliyun-qwen-ocr”

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
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 OCR loads about 953 tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 309 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~69
When it runs · the whole SKILL.md, loaded when a task matches: ~953
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~1.4k

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). 309 words, ~953 tokens.

Download SKILL.mdSave it as .claude/skills/aliyun-qwen-ocr/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.

name: aliyun-qwen-ocr
description: Use when OCR-specialized extraction is needed with Alibaba Cloud Model Studio Qwen OCR models (`qwen-vl-ocr`, `qwen-vl-ocr-latest`, and snapshots), including document parsing, table parsing, multilingual OCR, formula recognition, and key information extraction.
version: 1.0.0

Category: provider

Model Studio Qwen OCR

Validation

bash

mkdir -p output/aliyun-qwen-ocr
python -m py_compile skills/ai/multimodal/aliyun-qwen-ocr/scripts/prepare_ocr_request.py && echo "py_compile_ok" > output/aliyun-qwen-ocr/validate.txt

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

Output And Evidence

Save request payloads, selected OCR task name, and normalized output expectations under output/aliyun-qwen-ocr/.
Keep the exact model, image source, and task configuration with each saved run.

Use Qwen OCR when the task is primarily text extraction or document structure parsing rather than broad visual reasoning.

Critical model names

Use one of these exact model strings:

qwen-vl-ocr
qwen-vl-ocr-latest
qwen-vl-ocr-2025-11-20
qwen-vl-ocr-2025-08-28
qwen-vl-ocr-2025-04-13
qwen-vl-ocr-2024-10-28

Selection guidance:

Use qwen-vl-ocr for the stable channel.
Use qwen-vl-ocr-latest only when you explicitly want the newest OCR behavior.
Pin qwen-vl-ocr-2025-11-20 when you need reproducible document parsing based on the Qwen3-VL OCR upgrade.

Prerequisites

Install dependencies (recommended in a venv):

bash

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

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

Normalized interface (ocr.extract)

Request

image (string, required): HTTPS URL, local path, or data: URL.
model (string, optional): default qwen-vl-ocr.
prompt (string, optional): use when you want custom extraction instructions.
task (string, optional): built-in OCR task.
task_config (object, optional): configuration for built-in task such as extraction fields.
enable_rotate (bool, optional): default false.
min_pixels (int, optional)
max_pixels (int, optional)
max_tokens (int, optional)
temperature (float, optional): recommended to keep near default/low values.

Response

text (string): extracted text or structured markdown/html-style output.
model (string)
usage (object, optional)

Built-in OCR tasks

Use one of these values in task:

text_recognition
key_information_extraction
document_parsing
table_parsing
formula_recognition
multi_lan
advanced_recognition

Quick start

Custom prompt:

bash

python skills/ai/multimodal/aliyun-qwen-ocr/scripts/prepare_ocr_request.py \
  --image "https://example.com/invoice.png" \
  --prompt "Extract seller name, invoice date, amount, and tax number in JSON."

Built-in task:

bash

python skills/ai/multimodal/aliyun-qwen-ocr/scripts/prepare_ocr_request.py \
  --image "https://example.com/table.png" \
  --task table_parsing \
  --model qwen-vl-ocr-2025-11-20

Operational guidance

Prefer built-in OCR tasks for standard parsing jobs because they use official task prompts.
For critical business fields, add downstream validation rules after OCR.
qwen-vl-ocr and older snapshots default to 4096 max output tokens unless higher limits are approved by Alibaba Cloud; qwen-vl-ocr-2025-11-20 follows the model maximum.
Increase max_pixels only when small text is missed; this raises token cost.

Output location

Default output: output/aliyun-qwen-ocr/request.json
Override base dir with OUTPUT_DIR.

References

references/api_reference.md
references/sources.md

Files

SKILL.md and 4 other files (scripts, references) in skills/ai/multimodal/aliyun-qwen-ocr of cinience/alicloud-skills.

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

Open the folder on GitHubat commit 1818263

Compare with similar skills

Aliyun Qwen OCR 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 OCR compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Aliyun Qwen OCR this skillcinience/alicloud-skills	397	—	~953	Automated safety check: Pass	MIT	2 mo ago
Bailian Media Generationmodelstudioai/cli	542	—	~2k	Automated safety check: Pass	Apache-2.0	2 days ago
Dashscopecalesthio/OpenMontage	66k	—	~1.5k	Automated safety check: Notes	AGPL-3.0	7 days ago
DOCX ToolkitXiaomiMiMo/MiMo-Code	14k	—	~2.4k	Automated safety check: Pass	Apache-2.0	2 days ago
Office File Processxstongxue/best-skills	3k	—	~1.8k	Automated safety check: Pass	Proprietary	28 days ago
PDF ToolkitXiaomiMiMo/MiMo-Code	14k	—	~1.7k	Automated safety check: Pass	Apache-2.0	2 days ago

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Works with

Questions about Aliyun Qwen OCR

What does Aliyun Qwen OCR do?

A skill your agent uses when OCR-specialized extraction is needed with Alibaba Cloud Model Studio Qwen OCR models (qwen-vl-ocr, qwen-vl-ocr-latest, and snapshots), including document parsing, table…. Aliyun Qwen OCR is an agent skill from cinience/alicloud-skills. Use when OCR-specialized extraction is needed with Alibaba Cloud Model Studio Qwen OCR models (qwen-vl-ocr, qwen-vl-ocr-latest, and snapshots), including document parsing, table parsing, multilingual OCR, formula recognition, and key information extraction.

When should I use Aliyun Qwen OCR?

Aliyun Qwen OCR fits situations like: OCR-specialized extraction is needed with Alibaba Cloud Model Studio Qwen OCR models (qwen-vl-ocr; qwen-vl-ocr-latest; including document parsing; multilingual OCR.

How do I install Aliyun Qwen OCR in Claude Code?

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

How do I install Aliyun Qwen OCR in Codex?

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

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

What does Aliyun Qwen OCR need to run?

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

Does Aliyun Qwen OCR 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 OCR 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 OCR use?

Aliyun Qwen OCR 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 OCR use?

About 953 tokens (SKILL.md is roughly 3.8k 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 435 tokens, read only when the agent opens those files.

What are the alternatives to Aliyun Qwen OCR?

Skills that share tags, products or a category with Aliyun Qwen OCR: Bailian Media Generation (modelstudioai/cli, 542 stars), Dashscope (calesthio/OpenMontage, 66k stars), DOCX Toolkit (XiaomiMiMo/MiMo-Code, 14k stars) and Office File Process (xstongxue/best-skills, 3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Aliyun Qwen OCR?

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 OCR

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 OCR

Validation

Output And Evidence

Critical model names

Prerequisites

Normalized interface (ocr.extract)

Request

Response

Built-in OCR tasks

Quick start

Operational guidance

Output location

References

Files

Compare with similar skills

Similar skills

More from cinience/alicloud-skills

Related

Questions about Aliyun Qwen OCR