alicloud-ai-entry-modelstudio▌
cinience/alicloud-skills · updated Apr 8, 2026
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Category: task
Category: task
Alibaba Cloud Model Studio Entry (Routing)
Route requests to existing local skills to avoid duplicating model/parameter details.
Prerequisites
- Install SDK (virtual environment recommended to avoid PEP 668 restrictions):
python3 -m venv .venv
. .venv/bin/activate
python -m pip install dashscope
- Configure
DASHSCOPE_API_KEY(environment variable preferred; ordashscope_api_keyin~/.alibabacloud/credentials).
Routing Table (currently supported in this repo)
| Need | Target skill |
|---|---|
| Text generation / reasoning / tool-calling | skills/ai/text/alicloud-ai-text-qwen-generation/ |
| Coding / repository reasoning | skills/ai/code/alicloud-ai-code-qwen-coder/ |
| Deep multi-step research | skills/ai/research/alicloud-ai-research-qwen-deep-research/ |
| Text-to-image / image generation | skills/ai/image/alicloud-ai-image-qwen-image/ |
| Image editing | skills/ai/image/alicloud-ai-image-qwen-image-edit/ |
| Text-to-video / image-to-video (t2v/i2v) | skills/ai/video/alicloud-ai-video-wan-video/ |
| Non-Wan PixVerse video generation | skills/ai/video/alicloud-ai-video-aishi-generation/ |
| Reference-to-video (r2v) | skills/ai/video/alicloud-ai-video-wan-r2v/ |
| Digital human talking / singing avatar | skills/ai/video/alicloud-ai-video-digital-human/ |
| Expressive portrait video (EMO) | skills/ai/video/alicloud-ai-video-emo/ |
| Lightweight portrait animation (LivePortrait) | skills/ai/video/alicloud-ai-video-liveportrait/ |
| Motion transfer / dancing avatar (AnimateAnyone) | skills/ai/video/alicloud-ai-video-animate-anyone/ |
| Emoji / meme portrait video | skills/ai/video/alicloud-ai-video-emoji/ |
| Text-to-speech (TTS) | skills/ai/audio/alicloud-ai-audio-tts/ |
| Speech recognition/transcription (ASR) | skills/ai/audio/alicloud-ai-audio-asr/ |
| Realtime speech recognition | skills/ai/audio/alicloud-ai-audio-asr-realtime/ |
| Realtime TTS | skills/ai/audio/alicloud-ai-audio-tts-realtime/ |
| Live speech translation | skills/ai/audio/alicloud-ai-audio-livetranslate/ |
| CosyVoice voice clone | skills/ai/audio/alicloud-ai-audio-cosyvoice-voice-clone/ |
| CosyVoice voice design | skills/ai/audio/alicloud-ai-audio-cosyvoice-voice-design/ |
| Voice clone | skills/ai/audio/alicloud-ai-audio-tts-voice-clone/ |
| Voice design | skills/ai/audio/alicloud-ai-audio-tts-voice-design/ |
| Omni multimodal interaction | skills/ai/multimodal/alicloud-ai-multimodal-qwen-omni/ |
| Visual reasoning | skills/ai/multimodal/alicloud-ai-multimodal-qvq/ |
| OCR / document parsing / table parsing | skills/ai/multimodal/alicloud-ai-multimodal-qwen-ocr/ |
| Text embeddings | skills/ai/search/alicloud-ai-search-text-embedding/ |
| Multimodal embeddings | skills/ai/search/alicloud-ai-search-multimodal-embedding/ |
| Rerank | skills/ai/search/alicloud-ai-search-rerank/ |
| Vector retrieval | skills/ai/search/alicloud-ai-search-dashvector/ or skills/ai/search/alicloud-ai-search-opensearch/ or skills/ai/search/alicloud-ai-search-milvus/ |
| Document understanding | skills/ai/text/alicloud-ai-text-document-mind/ |
| Video editing | skills/ai/video/alicloud-ai-video-wan-edit/ |
| Video lip-sync replacement / retalk | skills/ai/video/alicloud-ai-video-retalk/ |
| Model list crawl/update | skills/ai/misc/alicloud-ai-misc-crawl-and-skill/ |
When Not Matched
- Clarify model capability and input/output type first.
- If capability is missing in repo, add a new skill first.
Common Missing Capabilities In This Repo (remaining gaps)
-
image translation
-
virtual try-on / digital human / advanced video personas
-
For multimodal/ASR download failures, prefer public URLs listed above.
-
For ASR parameter errors, use data URI in
input_audio.data. -
For multimodal embedding 400, ensure
input.contentsis an array.
Async Task Polling Template (video/long-running tasks)
When X-DashScope-Async: enable returns task_id, poll as follows:
GET https://dashscope.aliyuncs.com/api/v1/tasks/<task_id>
Authorization: Bearer $DASHSCOPE_API_KEY
Example result fields (success):
{
"output": {
"task_status": "SUCCEEDED",
"video_url": "https://..."
}
}
Notes:
- Recommended polling interval: 15-20 seconds, max 10 attempts.
- After success, download
output.video_url.
Clarifying questions (ask when uncertain)
- Are you working with text, image, audio, or video?
- Is this generation, editing/understanding, or retrieval?
- Do you need speech (TTS/ASR/live translate) or retrieval (embedding/rerank/vector DB)?
- Do you want runnable SDK scripts or just API/parameter guidance?
References
-
Model list and links:
output/alicloud-model-studio-models-summary.md -
API/parameters/examples: see target sub-skill
SKILL.mdandreferences/*.md -
Official source list:
references/sources.md
Validation
mkdir -p output/alicloud-ai-entry-modelstudio
echo "validation_placeholder" > output/alicloud-ai-entry-modelstudio/validate.txt
Pass criteria: command exits 0 and output/alicloud-ai-entry-modelstudio/validate.txt is generated.
Output And Evidence
- Save artifacts, command outputs, and API response summaries under
output/alicloud-ai-entry-modelstudio/. - Include key parameters (region/resource id/time range) in evidence files for reproducibility.
Workflow
- Confirm user intent, region, identifiers, and whether the operation is read-only or mutating.
- Run one minimal read-only query first to verify connectivity and permissions.
- Execute the target operation with explicit parameters and bounded scope.
- Verify results and save output/evidence files.
How to use alicloud-ai-entry-modelstudio on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add alicloud-ai-entry-modelstudio
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches alicloud-ai-entry-modelstudio from GitHub repository cinience/alicloud-skills and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate alicloud-ai-entry-modelstudio. Access the skill through slash commands (e.g., /alicloud-ai-entry-modelstudio) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
Task Automation & Efficiency
Automate repetitive workflows and reduce manual effort
Example
Generate reports, summarize documents, draft communications
Save 3-5 hours per week on routine tasks
Knowledge Enhancement
Learn new skills, understand complex topics, get expert guidance
Example
Explain concepts, provide examples, suggest learning resources
Accelerate learning and skill development by 2x
Quality Improvement
Enhance output quality through reviews, suggestions, and refinements
Example
Review drafts, suggest improvements, catch errors
Improve work quality by 30-40% with less effort
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client with skill support
- ›Clear understanding of task or problem to solve
- ›Willingness to iterate and refine outputs
Time Estimate
15-45 minutes depending on use case complexity
Installation Steps
- 1.Install skill using provided installation command
- 2.Test with simple use case relevant to your work
- 3.Evaluate output quality and relevance
- 4.Iterate on prompts to improve results
- 5.Integrate into regular workflow if valuable
Common Pitfalls
- ⚠Expecting perfect results without iteration
- ⚠Not providing enough context in prompts
- ⚠Using skill for tasks outside its intended scope
- ⚠Accepting outputs without review and validation
Best Practices▌
✓ Do
- +Start with clear, specific prompts
- +Provide relevant context and constraints
- +Review and refine all outputs before using
- +Iterate to improve output quality
- +Document successful prompt patterns
✗ Don't
- −Don't use without understanding skill limitations
- −Don't skip validation of outputs
- −Don't share sensitive information in prompts
- −Don't expect skill to replace human judgment
💡 Pro Tips
- ★Be specific about desired format and style
- ★Ask for multiple options to choose from
- ★Request explanations to understand reasoning
- ★Combine AI efficiency with human expertise
When to Use This▌
✓ Use When
Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.
✗ Avoid When
Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.
Learning Path▌
- 1Familiarize yourself with skill capabilities and limitations
- 2Start with low-risk, non-critical tasks
- 3Progress to more complex and valuable use cases
- 4Build expertise through regular use and experimentation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.6★★★★★59 reviews- ★★★★★Oshnikdeep· Dec 28, 2024
alicloud-ai-entry-modelstudio has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Emma Reddy· Dec 16, 2024
alicloud-ai-entry-modelstudio reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Li Diallo· Dec 12, 2024
alicloud-ai-entry-modelstudio reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Evelyn Harris· Dec 4, 2024
Registry listing for alicloud-ai-entry-modelstudio matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Evelyn Zhang· Nov 23, 2024
alicloud-ai-entry-modelstudio reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Ganesh Mohane· Nov 19, 2024
Solid pick for teams standardizing on skills: alicloud-ai-entry-modelstudio is focused, and the summary matches what you get after install.
- ★★★★★James Rahman· Nov 7, 2024
Registry listing for alicloud-ai-entry-modelstudio matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Li Zhang· Nov 3, 2024
Registry listing for alicloud-ai-entry-modelstudio matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★James Torres· Oct 26, 2024
Keeps context tight: alicloud-ai-entry-modelstudio is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Dev White· Oct 22, 2024
Keeps context tight: alicloud-ai-entry-modelstudio is the kind of skill you can hand to a new teammate without a long onboarding doc.
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