| name | alicloud-ai-entry-modelstudio-test |
| description | Run a minimal test matrix for the Model Studio skills that exist in this repo, including image/video/audio, realtime speech, omni, visual reasoning, embedding, rerank, and edit variants. Use to execute one small request per skill and record results. |
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):
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)
- Text-to-image →
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 (i2v) →
skills/ai/video/alicloud-ai-video-wan-video/
- Reference-to-video (r2v) →
skills/ai/video/alicloud-ai-video-wan-r2v/
- TTS →
skills/ai/audio/alicloud-ai-audio-tts/
- ASR transcription (non-realtime) →
skills/ai/audio/alicloud-ai-audio-asr/
- Realtime ASR →
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 →
skills/ai/multimodal/alicloud-ai-multimodal-qwen-omni/
- Visual reasoning →
skills/ai/multimodal/alicloud-ai-multimodal-qvq/
- Text embedding →
skills/ai/search/alicloud-ai-search-text-embedding/
- Rerank →
skills/ai/search/alicloud-ai-search-rerank/
- 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
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
- 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.
References
- Source list:
references/sources.md
