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/aliyun-zimage-turbo

Use when generating images with Alibaba Cloud Model Studio Z-Image Turbo (z-image-turbo) via DashScope multimodal-generation API. Use when creating text-to-image outputs, controlling size/seed/prompt_extend, or documenting request/response mapping for Z-Image.

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$ npx -y skills add cinience/alicloud-skills --skill aliyun-zimage-turbo --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/aliyun-zimage-turbo

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when generating images with Alibaba Cloud Model Studio Z-Image Turbo (z-image-turbo) via DashScope multimodal-generation API. Use when creating text-to-image outputs, controlling size/seed/prompt_extend, or documenting request/response mapping for Z-Image.

SKILL.md

aliyun-zimage-turbo.SKILL.md
name: aliyun-zimage-turbo
description: Use when generating images with Alibaba Cloud Model Studio Z-Image Turbo (z-image-turbo) via DashScope multimodal-generation API. Use when creating text-to-image outputs, controlling size/seed/prompt_extend, or documenting request/response mapping for Z-Image.
version: 1.0.0

Category: provider

Model Studio Z-Image Turbo

Use Z-Image Turbo for fast text-to-image generation via the DashScope multimodal-generation API.

Critical model name

Use ONLY this exact model string:

  • `z-image-turbo`

Prerequisites

  • Set `DASHSCOPE_API_KEY` in your environment, or add `dashscope_api_key` to `~/.alibabacloud/credentials` (env takes precedence).
  • Choose region endpoint (Beijing or Singapore). If unsure, pick the most reasonable region or ask the user.

Normalized interface (image.generate)

Request

  • `prompt` (string, required)
  • `size` (string, optional) e.g. `1024*1024`
  • `seed` (int, optional)
  • `prompt_extend` (bool, optional; default false)
  • `base_url` (string, optional) override API endpoint

Response

  • `image_url` (string)
  • `width` (int)
  • `height` (int)
  • `prompt` (string)
  • `rewritten_prompt` (string, optional)
  • `reasoning` (string, optional)
  • `request_id` (string)

Quick start (curl)

curl -sS 'https://dashscope.aliyuncs.com/api/v1/services/aigc/multimodal-generation/generation' \
  -H 'Content-Type: application/json' \
  -H "Authorization: Bearer $DASHSCOPE_API_KEY" \
  -d '{
    "model": "z-image-turbo",
    "input": {
      "messages": [
        {
          "role": "user",
          "content": [{"text": "A calm lake at dawn, a lone angler casting a line, cinematic lighting"}]
        }
      ]
    },
    "parameters": {
      "size": "1024*1024",
      "prompt_extend": false
    }
  }'

Local helper script

python skills/ai/image/aliyun-zimage-turbo/scripts/generate_image.py \
  --request '{"prompt":"a fishing scene at dawn, cinematic, realistic","size":"1024*1024"}' \
  --output output/ai-image-zimage-turbo/images/fishing.png \
  --print-response

Size notes

  • Total pixels must be between `512*512` and `2048*2048`.
  • Prefer common sizes like `1024*1024`, `1280*720`, `1536*864`.

Cost note

  • `prompt_extend=true` is billed higher than `false`. Only enable when you need rewritten prompts.

Output location

  • Default output: `output/ai-image-zimage-turbo/images/`
  • Override base dir with `OUTPUT_DIR`.

Validation

mkdir -p output/aliyun-zimage-turbo
for f in skills/ai/image/aliyun-zimage-turbo/scripts/*.py; do
  python3 -m py_compile "$f"
done
echo "py_compile_ok" > output/aliyun-zimage-turbo/validate.txt

Pass criteria: command exits 0 and `output/aliyun-zimage-turbo/validate.txt` is generated.

Output And Evidence

  • Save artifacts, command outputs, and API response summaries under `output/aliyun-zimage-turbo/`.
  • 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

  • `references/api_reference.md` for request/response schema and regional endpoints.
  • `references/sources.md` for official docs.
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