# Alicloud AI Entry Modelstudio Test > 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. - Skill: `dvcrn/alicloud-ai-entry-modelstudio-test` (Agent Skill, multi-file: 2 files) - Install (CLI): `npx skillmds@latest add dvcrn/alicloud-ai-entry-modelstudio-test` - Raw SKILL.md: https://api.skillmd.com/api/skills/dvcrn/alicloud-ai-entry-modelstudio-test/raw - Safety review: pending (external: skill-scanner PASS, skillspector CAUTION) - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: AI & ML - Author: dvcrn (https://skillmd.com/u/dvcrn) - Updated: 2026-09-08 - Page: https://skillmd.com/skills/dvcrn/alicloud-ai-entry-modelstudio-test --- 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 1. Open target sub-skill directory and read `SKILL.md`. 2. Choose one minimal input example and recommended model. 3. Run SDK call or script. 4. 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 | | ... | ... | pass/fail | ... | | Image editing | alicloud-ai-image-qwen-image-edit | | ... | ... | pass/fail | ... | | Image-to-video (i2v) | alicloud-ai-video-wan-video | | ... | ... | pass/fail | ... | | Reference-to-video (r2v) | alicloud-ai-video-wan-r2v | | ... | ... | pass/fail | ... | | TTS | alicloud-ai-audio-tts | | ... | ... | pass/fail | ... | | ASR (non-realtime) | alicloud-ai-audio-asr | | ... | ... | pass/fail | ... | | Realtime ASR | alicloud-ai-audio-asr-realtime | | ... | ... | pass/fail | ... | | Realtime TTS | alicloud-ai-audio-tts-realtime | | ... | ... | pass/fail | ... | | Live speech translation | alicloud-ai-audio-livetranslate | | ... | ... | pass/fail | ... | | CosyVoice voice clone | alicloud-ai-audio-cosyvoice-voice-clone | | ... | ... | pass/fail | ... | | CosyVoice voice design | alicloud-ai-audio-cosyvoice-voice-design | | ... | ... | pass/fail | ... | | Voice clone | alicloud-ai-audio-tts-voice-clone | | ... | ... | pass/fail | ... | | Voice design | alicloud-ai-audio-tts-voice-design | | ... | ... | pass/fail | ... | | Omni multimodal | alicloud-ai-multimodal-qwen-omni | | ... | ... | pass/fail | ... | | Visual reasoning | alicloud-ai-multimodal-qvq | | ... | ... | pass/fail | ... | | Text embedding | alicloud-ai-search-text-embedding | | ... | ... | pass/fail | ... | | Rerank | alicloud-ai-search-rerank | | ... | ... | pass/fail | ... | | Video editing | alicloud-ai-video-wan-edit | | ... | ... | 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`