Deploy Observability
aliyun/alibabacloud-observability-mcp-server
Deploy, start, and update the Alibaba Cloud Observability MCP Server (阿里云可观测 MCP Server).
A skill your agent uses when visual reasoning is needed with Alibaba Cloud Model Studio QVQ models, including step-by-step image reasoning, chart analysis, and visually grounded problem solving.
MITAuto-check passed
Install Aliyun Qvq
$ npx skills add cinience/alicloud-skills --skill aliyun-qvq -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install cinience/alicloud-skills aliyun-qvq --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-qvq .claude/skills/aliyun-qvq && rm -rf skills-srcUse ~/.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/
Install the "aliyun-qvq" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/multimodal/aliyun-qvq into .claude/skills/aliyun-qvq/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qvq", 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 install https://github.com/cinience/alicloud-skills/tree/main/skills/ai/multimodal/aliyun-qvqType 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.
$ npx skills add cinience/alicloud-skills --skill aliyun-qvq -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install cinience/alicloud-skills aliyun-qvq --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ 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-qvq .agents/skills/aliyun-qvq && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aliyun-qvq" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/multimodal/aliyun-qvq into .agents/skills/aliyun-qvq/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qvq", 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.
$ npx skills add cinience/alicloud-skills --skill aliyun-qvq -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install cinience/alicloud-skills aliyun-qvq --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ 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-qvq .cursor/skills/aliyun-qvq && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "aliyun-qvq" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/multimodal/aliyun-qvq into .cursor/skills/aliyun-qvq/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qvq", 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 https://github.com/cinience/alicloud-skills.git --path skills/ai/multimodal/aliyun-qvq--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add cinience/alicloud-skills --skill aliyun-qvq -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install cinience/alicloud-skills aliyun-qvq --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ 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-qvq .gemini/skills/aliyun-qvq && rm -rf skills-srcUse ~/.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/
Install the "aliyun-qvq" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/multimodal/aliyun-qvq into .gemini/skills/aliyun-qvq/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qvq", 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.
$ gh skill install cinience/alicloud-skills aliyun-qvqInstalls 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).
$ npx skills add cinience/alicloud-skills --skill aliyun-qvq -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ 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-qvq .github/skills/aliyun-qvq && rm -rf skills-srcUse ~/.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/
Install the "aliyun-qvq" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/multimodal/aliyun-qvq into .github/skills/aliyun-qvq/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qvq", 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.
$ npx skills add cinience/alicloud-skills --skill aliyun-qvq -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install cinience/alicloud-skills aliyun-qvq --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ 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-qvq .opencode/skills/aliyun-qvq && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "aliyun-qvq" agent skill from https://github.com/cinience/alicloud-skills/tree/main/skills/ai/multimodal/aliyun-qvq into .opencode/skills/aliyun-qvq/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aliyun-qvq", 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-qvq- GitHub stars
- 397
- Token cost
- ~287 tokens
- SKILL.md length
- 67 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 visual reasoning is needed with Alibaba Cloud Model Studio QVQ models, including step-by-step image reasoning, chart analysis, and visually grounded problem solving.
- Visual reasoning is needed with Alibaba Cloud Model Studio QVQ models
- SKILL.md covers Validation, Critical model names, Typical use and Quick start, plus 2 more sections
- Runs Python scripts from its folder; calls python
- Including step-by-step image reasoning
What it does
Aliyun Qvq is an agent skill from cinience/alicloud-skills. Use when visual reasoning is needed with Alibaba Cloud Model Studio QVQ models, including step-by-step image reasoning, chart analysis, and visually grounded problem solving.
Its SKILL.md is about 290 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_qvq_request.py`).
It works with Alibaba Cloud. The repository describes itself as: alibaba cloud skills，qwen ，wan and all skills. The licence is MIT.
When your agent uses it
- Visual reasoning is needed with Alibaba Cloud Model Studio QVQ models
- Including step-by-step image reasoning
- Visually grounded problem solving
Example prompts
- “/aliyun-qvq”
Requirements
- Python 3
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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Aliyun Qvq loads about 287 tokens when it runs, and up to ~320 if it reads all its reference files. Until then it costs about 46 tokens; SKILL.md has 67 words of instructions outside code blocks.
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). 67 words, ~287 tokens.
Download SKILL.mdSave it as
.claude/skills/aliyun-qvq/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- aliyun-qvq
- description
- Use when visual reasoning is needed with Alibaba Cloud Model Studio QVQ models, including step-by-step image reasoning, chart analysis, and visually grounded problem solving.
- version
- 1.0.0
Category: provider
Model Studio QVQ Visual Reasoning
Validation
mkdir -p output/aliyun-qvq
python -m py_compile skills/ai/multimodal/aliyun-qvq/scripts/prepare_qvq_request.py && echo "py_compile_ok" > output/aliyun-qvq/validate.txtPass criteria: command exits 0 and output/aliyun-qvq/validate.txt is generated.
Critical model names
Use one of these exact model strings:
qvq-plusqvq-max
Typical use
- Mathematical reasoning from screenshots
- Diagram and chart reasoning
- Visually grounded multi-step problem solving
Quick start
python skills/ai/multimodal/aliyun-qvq/scripts/prepare_qvq_request.py \
--output output/aliyun-qvq/request.jsonNotes
- Use
skills/ai/multimodal/aliyun-qwen-vl/for standard image understanding. - Use QVQ when the task explicitly needs stronger reasoning over visual evidence.
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/multimodal/aliyun-qvq of cinience/alicloud-skills.
- SKILL.md
- agents/openai.yaml
- references/sources.md
- scripts/prepare_qvq_request.py
Open the folder on GitHubat commit 1818263
Compare with similar skills
Aliyun Qvq 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Aliyun Qvq this skillcinience/alicloud-skills | 397 | — | ~287 | Automated safety check: Pass | MIT | |
| Deploy Observabilityaliyun/alibabacloud-observability-mcp-server | 166 | — | ~2.6k | Automated safety check: Notes | None | |
| Sls Dashboard Builderalibaba/loongsuite-pilot | 201 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| Alibabacloud Ecs Sec Kernelaliyun/alibabacloud-ecs-troubleshoot-skills | 148 | — | ~2.4k | Automated safety check: Notes | Apache-2.0 | |
| Bailian Media Generationmodelstudioai/cli | 542 | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Alibabacloud Ecs Sec Userspacealiyun/alibabacloud-ecs-troubleshoot-skills | 148 | — | ~2.6k | Automated safety check: Notes | Apache-2.0 |
Similar skills
Sls Dashboard Builder
alibaba/loongsuite-pilot
当任务需要创建、修改、扩展或重组阿里云 SLS 的 dashboard JSON 或可导入的大盘配置时使用；尤其适用于线上大盘、强对比的分析看板、已校验的查询包，或需要专业中文标签与指标定义的运维向大盘。
Alibabacloud Ecs Sec Kernel
aliyun/alibabacloud-ecs-troubleshoot-skills
Linux 内核态 CVE 漏洞检测与 PoC 验证工具，专为 AI Agent 设计. An agent skill from aliyun/alibabacloud-ecs-troubleshoot-skills.
Bailian Media Generation
modelstudioai/cli
Chinese-language entry point into Alibaba Cloud Bailian's image, video and speech generation and understanding, routed through separate image, video, speech and vision commands.
Alibabacloud Ecs Sec Userspace
aliyun/alibabacloud-ecs-troubleshoot-skills
Linux 用户态安全入侵检测与取证工具，专为 AI Agent 设计。自动判断服务器是否被入侵， 提供完整证据链和可执行修复建议。51 个安全分析器覆盖进程/网络/认证/持久化/Rootkit/ 恶意软件/内存取证/容器逃逸等 12 类检测维度，10 个数据采集器全面采集系统状态， 映射 103+ MITRE ATT&CK 技术，支持 standalone/docker/k8s 三种部署模式。
Aliyun Fullstack Deploy
FAIRY123456789/human-edge-agent-skills
Deploy full-stack apps to user-authorized Alibaba Cloud ECS or comparable Linux VPS hosts with preflight, canary verification, and rollback.
More from cinience/alicloud-skills
All 96 skills in this repoAliyun Skill Creator
cinience/alicloud-skills
A skill your agent uses when creating, migrating, or optimizing skills for this alicloud-skills repository.
Alicloud Acs Agent Sandbox
cinience/alicloud-skills
Bootstrap, create, connect to, operate, secure, scale, upgrade, troubleshoot, inspect, and tear down Alibaba Cloud Container Compute Service (ACS) Agent Sandbox environments.
Alicloud Acs Cluster
cinience/alicloud-skills
Create, inspect, connect to, inventory, and delete Alibaba Cloud Container Compute Service (ACS) clusters through the official CS OpenAPI.
Aliyun Adb Mysql
cinience/alicloud-skills
A skill your agent uses when managing Alibaba Cloud AnalyticDB for MySQL (ADB) via OpenAPI/SDK, including the user needs AnalyticDB resource lifecycle and configuration operations, status checks, or…
Aliyun Aicontent Generate
cinience/alicloud-skills
A skill your agent uses when managing Alibaba Cloud AIContent (AiContent) via OpenAPI/SDK, including the user needs AI content generation or content workflow operations in Alibaba Cloud, including…
Aliyun Aimiaobi Generate
cinience/alicloud-skills
A skill your agent uses when managing Alibaba Cloud Quan Miao (AiMiaoBi) via OpenAPI/SDK, including the user asks for Alibaba Cloud MiaoBi content operations, including listing resources…
Related
Works with
Questions about Aliyun Qvq
What does Aliyun Qvq do?
A skill your agent uses when visual reasoning is needed with Alibaba Cloud Model Studio QVQ models, including step-by-step image reasoning, chart analysis, and visually grounded problem solving. Aliyun Qvq is an agent skill from cinience/alicloud-skills. Use when visual reasoning is needed with Alibaba Cloud Model Studio QVQ models, including step-by-step image reasoning, chart analysis, and visually grounded problem solving.
When should I use Aliyun Qvq?
Aliyun Qvq fits situations like: visual reasoning is needed with Alibaba Cloud Model Studio QVQ models; including step-by-step image reasoning; visually grounded problem solving.
How do I install Aliyun Qvq in Claude Code?
Run `npx skills add cinience/alicloud-skills --skill aliyun-qvq -a claude-code`. Or copy the skill folder (skills/ai/multimodal/aliyun-qvq in cinience/alicloud-skills) into .claude/skills/aliyun-qvq in your project. Claude Code loads it when a task matches its description.
How do I install Aliyun Qvq in Codex?
Run `npx skills add cinience/alicloud-skills --skill aliyun-qvq -a codex`. Or copy the skill folder (skills/ai/multimodal/aliyun-qvq in cinience/alicloud-skills) into .agents/skills/aliyun-qvq in your project. Codex loads it when a task matches its description.
Can I use Aliyun Qvq 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-qvq -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-qvq, .gemini/skills/aliyun-qvq, .github/skills/aliyun-qvq and .opencode/skills/aliyun-qvq in your project.
What does Aliyun Qvq need to run?
Going by SKILL.md and its folder, Aliyun Qvq needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Aliyun Qvq 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 Qvq 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 Qvq use?
Aliyun Qvq 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 Qvq use?
About 287 tokens (SKILL.md is roughly 1.1k 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 Qvq?
Skills that share tags, products or a category with Aliyun Qvq: Deploy Observability (aliyun/alibabacloud-observability-mcp-server, 166 stars), Sls Dashboard Builder (alibaba/loongsuite-pilot, 201 stars), Alibabacloud Ecs Sec Kernel (aliyun/alibabacloud-ecs-troubleshoot-skills, 148 stars) and Bailian Media Generation (modelstudioai/cli, 542 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Aliyun Qvq?
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.