Agent setup: If your agent doesn't auto-load skills (e.g. Claude Code),
see agent-compatibility.md once per session.
Qwen Image Generation
Generate and edit images using Wan and Qwen Image models. Supports text-to-image, reference-image editing (style
transfer, subject consistency, multi-image composition, text rendering), and interleaved text-image output.
This skill is part of qwencloud/qwencloud-ai.
Skill directory
Use this skill's internal files to execute and learn. Load reference files on demand when the default path fails or you need details.
| Location | Purpose |
|---|
| INLINECODE0 | Default execution — sync/async, upload, download |
| INLINECODE1 |
Fallback: curl (sync/async), code generation |
|
references/prompt-guide.md | Prompt formulas, style keywords, negative
prompt, promptextend decision |
|
references/api-guide.md | API supplement |
|
references/sources.md | Official documentation URLs |
|
references/agent-compatibility.md | Agent self-check: register skills in project config for agents that don't auto-load |
Security
NEVER output any API key or credential in plaintext. Always use variable references ($DASHSCOPE_API_KEY in shell, os.environ["DASHSCOPE_API_KEY"] in Python). Any check or detection of credentials must be non-plaintext: report only status (e.g. "set" / "not set", "valid" / "invalid"), never the value. Never display contents of .env or config files that may contain secrets.
When the API key is not configured, NEVER ask the user to provide it directly. Instead, help create a .env file with a placeholder (DASHSCOPE_API_KEY=sk-your-key-here) and instruct the user to replace it with their actual key from the QwenCloud Console. Only write the actual key value if the user explicitly requests it.
Key Compatibility
Scripts require a standard QwenCloud API key (sk-...). Coding Plan keys (sk-sp-...) cannot be used — image generation models are not available on Coding Plan, and Coding Plan does not support the native QwenCloud API. The script detects sk-sp- keys at startup and prints a warning. If qwencloud-ops-auth is installed, see its references/codingplan.md for full details.
Mode Selection Guide
| User Want | Mode | Model |
|---|
| Generate image from text only | t2i | INLINECODE15 (default) |
| Edit image / apply style transfer based on 1–4 reference images |
image-edit |
wan2.6-image |
| Subject consistency: generate new images maintaining subject from references |
image-edit |
wan2.6-image |
| Multi-image composition: combine style from one image, background from another |
image-edit |
wan2.6-image |
| Single-image editing preserving subject consistency |
i2i |
wan2.5-i2i-preview |
| Multi-image fusion: place object from one image into another scene |
i2i |
wan2.5-i2i-preview |
| Interleaved text-image output (e.g., tutorials, step-by-step guides) |
interleave |
wan2.6-image |
| Fast text-to-image drafts |
t2i |
wan2.2-t2i-flash |
| Edit text within images, precise element manipulation |
image-edit |
qwen-image-2.0-pro |
| Multi-image fusion with realistic textures |
image-edit |
qwen-image-2.0-pro |
| Posters / complex Chinese+English text rendering |
t2i |
qwen-image-2.0-pro |
| Text-to-image with fixed aspect ratios (batch) |
t2i |
qwen-image-plus /
qwen-image-max |
Model Selection
Wan Series (default)
| Model | Use Case |
|---|
| wan2.6-t2i | Recommended for text-to-image — sync + async, best quality |
| wan2.6-image |
Image editing ONLY (NOT for pure text-to-image) — requires
reference_images or
enable_interleave: true. Style transfer, subject consistency (1–4 images), interleaved text-image output, 2K |
|
wan2.5-i2i-preview |
Image editing — single-image editing with subject consistency, multi-image fusion (up to 3 images), async-only |
|
wan2.5-t2i-preview | Preview — free size within constraints |
|
wan2.2-t2i-flash | Fast — lower latency |
|
wan2.2-t2i-plus | Professional — improved stability |
Qwen Image Series
| Model | Use Case |
|---|
| qwen-image-2.0-pro | Fused generation + editing — text rendering, realistic textures, multi-image (1–3 input, 1–6 output) |
| qwen-image-2.0 |
Accelerated generation + editing |
|
qwen-image-edit-max | Image editing — 1–6 output images |
|
qwen-image-edit-plus | Image editing — 1–6 output images |
|
qwen-image-edit | Image editing — 1 output image only |
|
qwen-image-plus | Text-to-image — fixed resolutions only (async) |
|
qwen-image-max | Text-to-image — fixed resolutions only |
Qwen Image editing models (qwen-image-2.0-pro, qwen-image-2.0, qwen-image-edit-max/plus/edit) use the same sync endpoint as wan2.6-image (/multimodal-generation/generation) with messages format. They support text editing in images, element add/delete/replace, style transfer, and multi-image fusion (1–3 input images). Size range: 512x512 to 2048x2048. qwen-image-2.0-pro and qwen-image-2.0 also support pure text-to-image (no reference images needed).
Qwen Image text-to-image models (qwen-image-plus, qwen-image-max) use a different endpoint (/text2image/image-synthesis) with input.prompt format (async-only). They support only 5 fixed resolutions: 1664\928, 1472\1104, 1328\1328, 1104\1472, 928\*1664.
Choosing between wan2.6-image and wan2.5-i2i-preview for image editing:
- -
wan2.6-image supports up to 4 images, higher resolution (2K), interleaved text-image output, and sync mode. Use for multi-image style composition, interleaved tutorials. - INLINECODE45 uses a simpler prompt-only editing interface (no messages format), supports up to 3 images, async-only. Use for straightforward single-image edits and multi-image object fusion.
- 1. User specified a model → use directly.
- Consult the qwencloud-model-selector skill when model choice depends on requirement, scenario, or pricing.
- Text-to-image (prompt only, no reference images) → always use
wan2.6-t2i (default). NEVER use wan2.6-image for pure text-to-image — it will error without reference images or enable_interleave: true. - Reference images / image editing / interleaved output →
wan2.6-image (preferred) or wan2.5-i2i-preview.
⚠️ Important: The model list above is a point-in-time snapshot and may be outdated. Model availability
changes frequently. Always check the official model list
for the authoritative, up-to-date catalog before making model decisions.
Execution
⚠️ Multiple artifacts: When generating multiple files in a single session, you MUST append a numeric suffix to each filename (e.g. out_1.png, out_2.png) to prevent overwrites.
Prerequisites
- - API Key: Check that
DASHSCOPE_API_KEY (or QWEN_API_KEY) is set using a non-plaintext check only (e.g. in shell: [ -n "$DASHSCOPE_API_KEY" ]; report only "set" or "not set", never the key value). If not set: run the qwencloud-ops-auth skill if available; otherwise guide the user to obtain a key from QwenCloud Console and set it via .env file (echo 'DASHSCOPE_API_KEY=sk-your-key-here' >> .env in project root or current directory) or environment variable. The script searches for .env in the current working directory and the project root. Skills may be installed independently — do not assume qwencloud-ops-auth is present. - Python 3.9+ (stdlib only, no pip install needed)
Environment Check
Before first execution, verify Python is available:
CODEBLOCK0
If python3 is not found, try python --version or py -3 --version. If Python is unavailable or below 3.9, skip to Path 2 (curl) in execution-guide.md.
Default: Run Script
Script path: Scripts are in the scripts/ subdirectory of this skill's directory (the directory containing this
SKILL.md). You MUST first locate this skill's installation directory, then ALWAYS use the full absolute path to execute
scripts. Do NOT assume scripts are in the current working directory. Do NOT use cd to switch directories before
execution.
Execution note: Run all scripts in the foreground — wait for stdout; do not background.
Discovery: Run python3 <this-skill-dir>/scripts/image.py --help first to see all available arguments.
CODEBLOCK1
More examples (interleaved output, wan2.5-i2i, qwen-image-2.0-pro, qwen-image-plus): See execution-guide.md
| Argument | Description |
|---|
| INLINECODE65 | JSON request body |
| INLINECODE66 |
Load request from file |
|
--async | Force async mode (required for wan2.5 and older; auto-enabled for qwen-image-plus/max and interleaved output) |
|
--model ID | Override model (
wan2.6-t2i default; see model list in help) |
|
--output path | Save image to path (or directory for multi-image output) |
|
--print-response | Print response JSON to stdout |
Verify Result
- - Exit code
0 + output contains valid JSON with output.results or output.task_id → success - Non-zero exit, HTTP error, empty response, or error JSON → fail
- Async: submission must return
output.task_id; poll must reach INLINECODE76 - Post-execution check: Verify the output file exists and has non-zero size (
ls -la <output_path>) - MANDATORY — stderr signal check: After confirming the result, scan the command's stderr output for
[ACTION_REQUIRED] or [UPDATE_AVAILABLE]. If either signal is present, you MUST follow the instructions in Update Check below before responding to the user.
On Failure
If the script fails, match the error output against the diagnostic table below to determine the resolution. If no match, read execution-guide.md for alternative paths: curl commands (Path 2 — sync and async), code generation (Path 3), and autonomous resolution (Path 5).
If Python is not available at all → skip directly to Path 2 (curl) in execution-guide.md.
| Error Pattern | Diagnosis | Resolution |
|---|
| INLINECODE80 | Python not on PATH | Try python or py -3; install Python 3.9+ if missing |
| INLINECODE83 |
Script version check failed | Upgrade Python to 3.9+ |
|
SyntaxError near type hints | Python < 3.9 | Upgrade Python to 3.9+ |
|
QWEN_API_KEY/DASHSCOPE_API_KEY not found | Missing API key | Obtain key from
QwenCloud Console; add to
.env:
echo 'DASHSCOPE_API_KEY=sk-...' >> .env; or run
qwencloud-ops-auth if available |
|
HTTP 401 | Invalid or mismatched key | Run
qwencloud-ops-auth (non-plaintext check only); verify key is valid |
|
SSL: CERTIFICATE_VERIFY_FAILED | SSL cert issue (proxy/corporate) | macOS: run
Install Certificates.command; else set
SSL_CERT_FILE env var |
|
URLError /
ConnectionError | Network unreachable | Check internet; set
HTTPS_PROXY if behind proxy |
|
HTTP 429 | Rate limited | Wait and retry with backoff |
|
HTTP 5xx | Server error | Retry with backoff |
|
PermissionError | Can't write output | Use
--output to specify writable directory |
Quick Reference
Request Fields (Common)
| Field | Type | Description |
|---|
| INLINECODE99 | string | Text description of the image to generate (required) |
| INLINECODE100 |
string | Content to avoid in the image (max 500 chars) |
|
size | string | Resolution —
1280*1280 (t2i default),
1K/
2K or
width*height (wan2.6-image) |
|
seed | int | Random seed for reproducibility [0, 2147483647] |
|
model | string |
wan2.6-t2i (default) or other Wan model |
|
prompt_extend | bool | Enable prompt rewriting (default: true; image editing mode only) |
Request Fields (wan2.6-image — Image Editing)
| Field | Type | Description |
|---|
| INLINECODE110 | string[] | 1–4 image URLs or local paths for editing mode; 0–1 for interleave mode |
| INLINECODE111 |
string | Single image URL/path (shorthand;
reference_images takes precedence) |
|
enable_interleave | bool |
false (default): image editing mode;
true: interleaved text-image output |
|
n | int | Number of images to generate in editing mode (1–4, default: 1).
Billed per image. |
|
max_images | int | Max images in interleave mode (1–5, default: 5).
Billed per image. |
|
watermark | bool | Add "AI Generated" watermark (default: false) |
Other Models (wan2.5-i2i, qwen-image-edit, qwen-image-plus/max)
These models have specific parameter requirements:
| Model | Key Differences |
|---|
| INLINECODE119 | async-only, 1–3 images, prompt+images[] format (not messages) |
| INLINECODE121 |
1–3 images, n=1–6 (except
qwen-image-edit: n=1 only), no interleave |
|
qwen-image-plus/max | async-only,
n fixed at 1, 5 fixed resolutions only |
Full parameter tables: See api-guide.md for detailed parameters.
Size Reference (wan2.6-image)
- - Editing mode:
1K (default, ~1280×1280) or 2K (~2048×2048) - Interleave mode: pixel dimensions with total pixels in [768×768, 1280×1280]
Common aspect ratios: 1280*1280 (1:1), 960*1280 (3:4), 1280*960 (4:3), 720*1280 (9:16), 1280*720 (16:9)
Response Fields
| Field | Description |
|---|
| INLINECODE131 | URL of generated image (24h validity). Use this when chaining to another skill. |
| INLINECODE132 |
Array of all image URLs (multi-image output, wan2.6-image, qwen-image-edit) |
|
image_count | Number of generated images |
|
local_path | Local file path of the downloaded image.
Use this for user preview or non-API operations. |
|
local_paths | Array of local file paths (multi-image output) |
|
interleaved_content | Array of
{type, text/image} objects (interleave mode) |
|
width /
height | Image dimensions |
|
seed | Seed used |
API Details
- - Sync endpoint (wan2.6-t2i, wan2.6-image editing, qwen-image-edit series): INLINECODE141
- Async endpoint (wan2.6 and older t2i):
POST /api/v1/services/aigc/image-generation/generation with INLINECODE143 - Async endpoint (wan2.5-i2i-preview):
POST /api/v1/services/aigc/image2image/image-synthesis with INLINECODE145 - Async endpoint (qwen-image-plus, qwen-image-max):
POST /api/v1/services/aigc/text2image/image-synthesis with INLINECODE147 - wan2.6-t2i resolution: Total pixels in [1280x1280, 1440x1440], aspect ratio [1:4, 4:1]
- wan2.6-image resolution: Editing mode [768x768, 2048x2048]; Interleave mode [768x768, 1280x1280]; aspect ratio [1:4, 4:1]
- Input images (wan2.6-image): JPEG/JPG/PNG/BMP/WEBP, 240–8000px per dimension, ≤10MB
- Local files: Script auto-uploads to DashScope temp storage (
oss:// URL, 48h TTL). Pass local paths directly — no manual upload step needed. - Production: Default temp storage has 48h TTL and 100 QPS upload limit — not suitable for production, high-concurrency, or load-testing. To use your own OSS bucket, set
QWEN_TMP_OSS_BUCKET and QWEN_TMP_OSS_REGION in .env, install pip install alibabacloud-oss-v2, and provide credentials via QWEN_TMP_OSS_AK_ID / QWEN_TMP_OSS_AK_SECRET or the standard OSS_ACCESS_KEY_ID / OSS_ACCESS_KEY_SECRET. Use a RAM user with least-privilege (oss:PutObject + oss:GetObject on target bucket only). If qwencloud-ops-auth is installed, see its references/custom-oss.md for the full setup guide. - Interleaved sync: Requires streaming (
X-DashScope-Sse: enable + stream: true); use async mode via this script instead
Cross-Skill Chaining
When using generated images as input for another skill (e.g., video-gen i2v, vision analyze):
- - Pass
image_url directly — do NOT download and re-pass as local path - All downstream scripts detect URL prefixes (
https://, oss://) and pass them through without re-upload - Use
local_path only for user preview or non-API operations (e.g., opening in editor)
| Scenario | Use |
|---|
| Feed to another skill (video-gen, vision, image-edit) | INLINECODE166 (URL) |
| Show to user / open in editor |
local_path (local file) |
Error Handling
| HTTP | Meaning | Action |
|---|
| 401 | Invalid or missing API key | Run qwencloud-ops-auth if available; else prompt user to set key (non-plaintext check only) |
| 400 |
Bad request (invalid prompt, size) | Verify parameters and constraints |
| 429 | Rate limited | Retry with exponential backoff |
| 5xx | Server error | Retry with exponential backoff |
Output Location
Prefer the current working directory. Default subdirectory: ./output/qwencloud-image-generation/.
Write prohibition: NEVER write output files into this skill's installation directory or any skills/ hierarchy. All generated content must go to output/ under the current working directory or a user-specified path.
Update Check (MANDATORY Post-Execution)
After script execution, check stderr for action signals. The script automatically detects update status and emits structured signals. You MUST act on them. This section also applies when the user explicitly asks to check for updates.
Signal: [ACTION_REQUIRED] qwencloud-update-check skill is not installed
When stderr contains this signal, you MUST present the following options to the user and wait for their response before proceeding. Do NOT silently skip this.
The update-check skill is not installed. It keeps you informed about new qwencloud/qwencloud-ai features and bug fixes.
1) Install now — I'll run the install command for you
2) Skip for now — do nothing this time
3) Never remind me — permanently suppress this prompt
After the user responds:
- - User chooses 1 → run:
npx skills add QwenCloud/qwencloud-ai --skill qwencloud-update-check -y, then run: INLINECODE173 - User chooses 2 → run:
python3 <this-skill-scripts-dir>/gossamer.py --dismiss, then continue normally - User chooses 3 → run:
python3 <this-skill-scripts-dir>/gossamer.py --never-install, then continue normally
Signal: [UPDATE_AVAILABLE]
When stderr contains this signal, you MUST append a brief update notice to your response, including the version info and the update command shown in the stderr output.
No signal in stderr
If stderr contains neither [ACTION_REQUIRED] nor [UPDATE_AVAILABLE], no action is needed — the skill is installed and up to date (or cached within 24h).
Explicit user request
When the user explicitly asks to check for updates (e.g. "check for updates", "check version"):
- 1. Look for
qwencloud-update-check/SKILL.md in sibling skill directories. - If found — run:
python3 <qwencloud-update-check-dir>/scripts/check_update.py --print-response and report the result. - If not found — present the install options above.
References
Agent 设置:如果你的代理不会自动加载技能(例如 Claude Code),
请在每个会话中查看一次 agent-compatibility.md。
Qwen 图像生成
使用 Wan 和 Qwen 图像模型生成和编辑图像。支持文生图、参考图编辑(风格迁移、主体一致性、多图合成、文字渲染)以及图文交错输出。
此技能属于 qwencloud/qwencloud-ai 的一部分。
技能目录
使用此技能的内部文件来执行和学习。当默认路径失败或你需要详细信息时,按需加载参考文件。
| 位置 | 用途 |
|---|
| scripts/image.py | 默认执行 — 同步/异步、上传、下载 |
| references/execution-guide.md |
备用方案:curl(同步/异步)、代码生成 |
| references/prompt-guide.md | 提示词公式、风格关键词、negative
prompt、promptextend 决策 |
| references/api-guide.md | API 补充 |
| references/sources.md | 官方文档 URL |
| references/agent-compatibility.md | Agent 自检:为不自动加载技能的代理在项目配置中注册技能 |
安全
切勿以明文形式输出任何 API 密钥或凭证。 始终使用变量引用(shell 中使用 $DASHSCOPEAPIKEY,Python 中使用 os.environ[DASHSCOPEAPIKEY])。任何对凭证的检查或检测都必须是非明文的:仅报告状态(例如“已设置”/“未设置”、“有效”/“无效”),切勿输出值。切勿显示可能包含机密的 .env 或配置文件内容。
当 API 密钥未配置时,切勿要求用户直接提供。 相反,应帮助创建一个包含占位符(DASHSCOPEAPIKEY=sk-your-key-here)的 .env 文件,并指导用户从 QwenCloud 控制台 获取实际密钥进行替换。仅当用户明确要求时,才写入实际的密钥值。
密钥兼容性
脚本需要标准的 QwenCloud API 密钥(sk-...)。编程计划密钥(sk-sp-...)无法使用——图像生成模型在编程计划上不可用,且编程计划不支持原生 QwenCloud API。脚本在启动时会检测 sk-sp- 密钥并打印警告。如果安装了 qwencloud-ops-auth,请参阅其 references/codingplan.md 了解完整详情。
模式选择指南
| 用户需求 | 模式 | 模型 |
|---|
| 仅根据文本生成图像 | t2i | wan2.6-t2i(默认) |
| 基于 1–4 张参考图编辑图像/应用风格迁移 |
image-edit | wan2.6-image |
| 主体一致性:根据参考图生成保持主体的新图像 |
image-edit | wan2.6-image |
| 多图合成:结合一张图像的风格和另一张图像的背景 |
image-edit | wan2.6-image |
| 单图编辑,保持主体一致性 |
i2i | wan2.5-i2i-preview |
| 多图融合:将一张图像中的物体放置到另一张场景中 |
i2i | wan2.5-i2i-preview |
| 图文交错输出(例如教程、分步指南) |
interleave | wan2.6-image |
| 快速文生图草稿 |
t2i | wan2.2-t2i-flash |
| 编辑图像中的文字、精确元素操作 |
image-edit | qwen-image-2.0-pro |
| 具有真实纹理的多图融合 |
image-edit | qwen-image-2.0-pro |
| 海报/复杂的中英文文字渲染 |
t2i | qwen-image-2.0-pro |
| 固定宽高比的文生图(批量) |
t2i | qwen-image-plus / qwen-image-max |
模型选择
Wan 系列(默认)
| 模型 | 使用场景 |
|---|
| wan2.6-t2i | 推荐用于文生图 — 同步 + 异步,最佳质量 |
| wan2.6-image |
仅用于图像编辑(不用于纯文生图)— 需要 reference
images 或 enableinterleave: true。风格迁移、主体一致性(1–4 张图)、图文交错输出、2K |
|
wan2.5-i2i-preview |
图像编辑 — 保持主体一致性的单图编辑、多图融合(最多 3 张图),仅异步 |
|
wan2.5-t2i-preview | 预览版 — 在约束内自由尺寸 |
|
wan2.2-t2i-flash | 快速 — 更低延迟 |
|
wan2.2-t2i-plus | 专业版 — 改进的稳定性 |
Qwen 图像系列
| 模型 | 使用场景 |
|---|
| qwen-image-2.0-pro | 融合生成 + 编辑 — 文字渲染、真实纹理、多图(1–3 输入,1–6 输出) |
| qwen-image-2.0 |
加速生成 + 编辑 |
|
qwen-image-edit-max | 图像编辑 — 1–6 张输出图像 |
|
qwen-image-edit-plus | 图像编辑 — 1–6 张输出图像 |
|
qwen-image-edit | 图像编辑 — 仅 1 张输出图像 |
|
qwen-image-plus | 文生图 — 仅固定分辨率(异步) |
|
qwen-image-max | 文生图 — 仅固定分辨率 |
Qwen 图像编辑模型(qwen-image-2.0-pro、qwen-image-2.0、qwen-image-edit-max/plus/edit)使用与 wan2.6-image 相同的同步端点(/multimodal-generation/generation)和 messages 格式。它们支持图像中的文字编辑、元素添加/删除/替换、风格迁移以及多图融合(1–3 张输入图像)。尺寸范围:512x512 到 2048x2048。qwen-image-2.0-pro 和 qwen-image-2.0 也支持纯文生图(无需参考图像)。
Qwen 图像文生图模型(qwen-image-plus、qwen-image-max)使用不同的端点(/text2image/image-synthesis)和 input.prompt 格式(仅异步)。它们仅支持 5 种固定分辨率:1664\928、1472\1104、1328\1328、1104\1472、928\*1664。
在 wan2.6-image 和 wan2.5-i2i-preview 之间选择用于图像编辑:
- - wan2.6-image 支持最多 4 张图像、更高分辨率(2K)、图文交错输出以及同步模式。用于多图风格合成、交错教程。
- wan2.5-i2i-preview 使用更简单的仅提示词编辑接口(无 messages 格式),支持最多 3 张图像,仅异步。用于简单的单图编辑和多图物体融合。
- 1. 用户指定了模型 → 直接使用。
- 当模型选择取决于需求、场景或定价时,请咨询 qwencloud-model-selector 技能。
- 文生图(仅有提示词,无参考图像) → 始终使用 wan2.6-t2i(默认)。切勿将 wan2.6-image 用于纯文生图——没有参考图像或 enable_interleave: true 将会报错。
- 参考图像/图像编辑/交错输出 → wan2.6-image(首选)或 wan2.5-i2i-preview。
⚠️ 重要提示:上面的模型列表是某个时间点的快照,可能已过时。模型可用性会频繁变化。
在做出模型决策之前,请务必查看官方模型列表以获取权威、最新的目录。
执行
⚠️ 多个文件:在单个会话中生成多个文件时,你必须在每个文件名后附加数字后缀(例如 out1.png、out2.png)以防止覆盖。
前提条件
- - API 密钥:使用非明文检查确认 DASHSCOPEAPIKEY(或 QWENAPIKEY