AOS/skills/image-search/SKILL.md

name, version, description

name	version	description
image-search	1.0.0	ZAI in-house image search service, exposed through the z-ai-web-dev-sdk CLI. Retrieve real images from the web for any text query, with optional short captions, and get back OSS-hosted direct URLs that are guaranteed reachable. Use when the user wants to find, fetch, illustrate, or embed images — e.g. "search for images of X", "find a picture of Y", "I need cover art for Z", "give me reference photos of W", "插图", "配图", "找图", "找张图", "搜张图", "搜图".

image-search (ZAI in-house, via z-ai SDK)

Searches public web images for a natural-language query, re-hosts each hit on OSS so the link is embeddable, and (optionally) attaches a short caption. The backend is ZAI's own self-developed image search service.

You do not call the backend directly, and you do not call the gateway HTTP API directly. Always go through the z-ai image-search subcommand from the z-ai-web-dev-sdk CLI — that's the only supported entry point.

When to activate

Trigger this skill when the user wants to:

• Find images for an article, slide deck, PPT, blog post, or report.
• Get reference photos / inspiration for a topic.
• Embed pictures into generated documents with stable URLs.
• Caption a set of images in Chinese or English.

Do not use this skill for:

• Generating new images from scratch — use z-ai image (image generation).
• Reverse image search ("what is this image of?").
• Searching images inside a private corpus — this hits public web sources.

Prerequisites

z-ai-web-dev-sdk installed, providing the z-ai binary:

npm install -g z-ai-web-dev-sdk
# or:  bun add -g z-ai-web-dev-sdk

Invocation

z-ai image-search --query "<natural-language sentence>" [flags]

The CLI prints the JSON response (pretty-formatted) to stdout, or writes it to --output <path> if supplied.

Flags

Flag	Default	Notes
--query, -q	—	Required. Natural-language sentence describing what should be in the image. Prefer one coherent concept; avoid mixing unrelated keywords.
--count, -c	5	Number of images to return. Range 1–20.
--gl	cn	Region code for localization. Common: cn, us, jp, kr.
--no-rank	—	Disable captioning for a faster, caption-less response (default is on).
--output, -o	—	Optional: write the full JSON response to this path.
--help, -h	—	Show CLI help.

Examples

# Default search (5 images, cn region, captions on).
z-ai image-search -q "a cute orange tabby kitten playing with yarn" --count 5

# US region, no captioning (faster).
z-ai image-search -q "vintage red sports car on a mountain road" --count 5 --gl us --no-rank

# Chinese query — captions come back in Chinese.
z-ai image-search -q "中国传统水墨山水画" --count 5 -o results.json

Choosing parameters

• --query: use a descriptive sentence, not a keyword list. The service is tuned for natural language and returns more on-topic results that way. Match the language to the audience: Chinese queries produce Chinese captions, English queries produce English captions.
• --count: default to 5 for most asset-gathering tasks. Drop to 1–3 when the user only needs one finalist; raise toward 10–20 when building a moodboard or browsing options. Stay within 1–20.
• --no-rank: turn captions off for moodboards or when latency matters; leave them on when the user will pick images by reading the captions.
• One concept per call: for two unrelated subjects, fire two separate invocations rather than concatenating keywords.

Response shape

{
  "success": true,
  "query": "cute orange tabby kitten",
  "count": 5,
  "ranked": true,
  "results": [
    {
      "original_url": "https://sfile.chatglm.cn/images-ppt/<hash>.png",
      "caption": "A cute orange tabby kitten playing with yarn on a rug.",
      "source": "Unsplash",
      "original_width": "750px",
      "original_height": "500px"
    }
  ]
}

Failure response (HTTP is still 200; check success):

{
  "success": false,
  "query": "...",
  "count": 0,
  "ranked": true,
  "results": [],
  "error": "<human-readable reason>"
}

Field reference

Field	Type	Notes
success	boolean	Always check this before reading results.
query	string	Echo of the input query.
count	integer	Number of images actually returned.
ranked	boolean	Whether captioning was applied.
results[].original_url	string	OSS-hosted direct image URL. Stable and embeddable.
results[].caption	string	Short caption. Present only when ranked is true.
results[].source	string	Original source site (e.g. Unsplash, Pinterest).
results[].original_width	string	Image width as "NNNpx".
results[].original_height	string	Image height as "NNNpx".
error	string	Present only on failure.

Operating tips

1. Always present the OSS original_url, not the source site URL. The OSS link is the one that's guaranteed reachable; source pages may be paywalled, geo-blocked, or deleted.
2. Skip captioning for speed. --no-rank typically cuts response time by more than half. Use it when you'll caption results yourself.
3. Be patient with timeouts. A full call can take 90 seconds or more — the upstream does image reachability probes, OSS upload, and captioning one after another. Use a client-side timeout of at least 120 seconds.
4. Region matters. gl=cn biases toward Chinese-language sources; gl=us toward English. Pick the one that matches the user's audience.

Error handling

Symptom	Likely cause	What to do
Unknown command "image-search"	SDK too old	Upgrade: npm install -g z-ai-web-dev-sdk@latest.
API request failed with status 401 / 403	Auth issue at the gateway	Tell the user — credentials are managed outside this skill.
API request failed with status 502	Upstream service unreachable	Retry; if it persists the in-house service is down.
Empty results but success: true	Query too narrow or upstream filtered everything	Broaden the query, raise --count, or change --gl.