Alicloud Ai Entry Modelstudio Test
VerifiedRun a minimal test matrix for the Model Studio skills that exist in this repo, including image/video/audio, realtime speech, omni, visual reasoning, embeddin...
$ Add to .claude/skills/ About This Skill
Category: task
# Model Studio Skills Minimal Test
Run minimal validation for currently available Model Studio skills in this repo and record results.
Prerequisites
- Install SDK (virtual environment recommended to avoid PEP 668 restrictions):
- ```bash
- python3 -m venv .venv
- . .venv/bin/activate
- python -m pip install dashscope
- ```
- Configure `DASHSCOPE_API_KEY` (environment variable preferred; or `dashscope_api_key` in `~/.alibabacloud/credentials`).
Test Matrix (currently supported)
1) Text-to-image → `skills/ai/image/alicloud-ai-image-qwen-image/` 2) Image editing → `skills/ai/image/alicloud-ai-image-qwen-image-edit/` 3) Text-to-video / Image-to-video (i2v) → `skills/ai/video/alicloud-ai-video-wan-video/` 4) Reference-to-video (r2v) → `skills/ai/video/alicloud-ai-video-wan-r2v/` 5) TTS → `skills/ai/audio/alicloud-ai-audio-tts/` 6) ASR transcription (non-realtime) → `skills/ai/audio/alicloud-ai-audio-asr/` 7) Realtime ASR → `skills/ai/audio/alicloud-ai-audio-asr-realtime/` 8) Realtime TTS → `skills/ai/audio/alicloud-ai-audio-tts-realtime/` 9) Live speech translation → `skills/ai/audio/alicloud-ai-audio-livetranslate/` 10) CosyVoice voice clone → `skills/ai/audio/alicloud-ai-audio-cosyvoice-voice-clone/` 11) CosyVoice voice design → `skills/ai/audio/alicloud-ai-audio-cosyvoice-voice-design/` 12) Voice clone → `skills/ai/audio/alicloud-ai-audio-tts-voice-clone/` 13) Voice design → `skills/ai/audio/alicloud-ai-audio-tts-voice-design/` 14) Omni multimodal → `skills/ai/multimodal/alicloud-ai-multimodal-qwen-omni/` 15) Visual reasoning → `skills/ai/multimodal/alicloud-ai-multimodal-qvq/` 16) Text embedding → `skills/ai/search/alicloud-ai-search-text-embedding/` 17) Rerank → `skills/ai/search/alicloud-ai-search-rerank/` 18) Video editing → `skills/ai/video/alicloud-ai-video-wan-edit/`
If new capability tests are needed, create corresponding skill first (use `skills/ai/misc/alicloud-ai-misc-crawl-and-skill/` to refresh model list).
Minimal Flow Per Capability
- Open target sub-skill directory and read `SKILL.md`.
- Choose one minimal input example and recommended model.
- Run SDK call or script.
- Record model, request summary, response summary, duration, and status.
Result Template
Save as `output/alicloud-ai-entry-modelstudio-test-results.md`:
``` # Model Studio Skill Test Results
- Date: YYYY-MM-DD
- Environment: region / API_BASE / auth method
| Capability | Sub-skill | Model | Request summary | Result summary | Status | Notes | | --- | --- | --- | --- | --- | --- | --- | | Text-to-image | alicloud-ai-image-qwen-image | <model-id> | ... | ... | pass/fail | ... | | Image editing | alicloud-ai-image-qwen-image-edit | <model-id> | ... | ... | pass/fail | ... | | Image-to-video (i2v) | alicloud-ai-video-wan-video | <model-id> | ... | ... | pass/fail | ... | | Reference-to-video (r2v) | alicloud-ai-video-wan-r2v | <model-id> | ... | ... | pass/fail | ... | | TTS | alicloud-ai-audio-tts | <model-id> | ... | ... | pass/fail | ... | | ASR (non-realtime) | alicloud-ai-audio-asr | <model-id> | ... | ... | pass/fail | ... | | Realtime ASR | alicloud-ai-audio-asr-realtime | <model-id> | ... | ... | pass/fail | ... | | Realtime TTS | alicloud-ai-audio-tts-realtime | <model-id> | ... | ... | pass/fail | ... | | Live speech translation | alicloud-ai-audio-livetranslate | <model-id> | ... | ... | pass/fail | ... | | CosyVoice voice clone | alicloud-ai-audio-cosyvoice-voice-clone | <model-id> | ... | ... | pass/fail | ... | | CosyVoice voice design | alicloud-ai-audio-cosyvoice-voice-design | <model-id> | ... | ... | pass/fail | ... | | Voice clone | alicloud-ai-audio-tts-voice-clone | <model-id> | ... | ... | pass/fail | ... | | Voice design | alicloud-ai-audio-tts-voice-design | <model-id> | ... | ... | pass/fail | ... | | Omni multimodal | alicloud-ai-multimodal-qwen-omni | <model-id> | ... | ... | pass/fail | ... | | Visual reasoning | alicloud-ai-multimodal-qvq | <model-id> | ... | ... | pass/fail | ... | | Text embedding | alicloud-ai-search-text-embedding | <model-id> | ... | ... | pass/fail | ... | | Rerank | alicloud-ai-search-rerank | <model-id> | ... | ... | pass/fail | ... | | Video editing | alicloud-ai-video-wan-edit | <model-id> | ... | ... | pass/fail | ... | ```
Failure Handling
- If parameters are unclear, check target sub-skill `SKILL.md` or `references/*.md`.
- If model is unavailable, refresh model list and retry.
- For auth issues, verify `DASHSCOPE_API_KEY` (env var or `~/.alibabacloud/credentials`).
- ## Validation
```bash mkdir -p output/alicloud-ai-entry-modelstudio-test echo "validation_placeholder" > output/alicloud-ai-entry-modelstudio-test/validate.txt ```
Pass criteria: command exits 0 and `output/alicloud-ai-entry-modelstudio-test/validate.txt` is generated.
Output And Evidence
- Save artifacts, command outputs, and API response summaries under `output/alicloud-ai-entry-modelstudio-test/`.
- Include key parameters (region/resource id/time range) in evidence files for reproducibility.
Workflow
1) Confirm user intent, region, identifiers, and whether the operation is read-only or mutating. 2) Run one minimal read-only query first to verify connectivity and permissions. 3) Execute the target operation with explicit parameters and bounded scope. 4) Verify results and save output/evidence files.
References
- Source list: `references/sources.md`
Use Cases
- Run validation tests on Alibaba Cloud Model Studio skills before production deployment
- Verify SDK installation and API connectivity for Model Studio integrations
- Ensure skill configurations are correct by running minimal automated test suites
- Detect breaking changes after Model Studio SDK updates by re-running tests
- Record and track test results for compliance and deployment approval workflows
Pros & Cons
Pros
- +Automated testing reduces manual verification effort for Model Studio skills
- +Virtual environment setup avoids Python package conflicts on the host system
- +Minimal test scope keeps execution fast and focused on critical functionality
Cons
- -Narrow scope — only tests Model Studio skills, not general-purpose testing
- -Requires Alibaba Cloud credentials and SDK setup as prerequisites
- -Minimal documentation — assumes familiarity with Model Studio internals
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