image-search

image-search is a skill for Claude Code, Codex from meitu/meitu-skills. It costs 85 tokens per session (1,578 once invoked), scanned A, original, MIT.

A tool for finding images by text description or by comparing them with a reference image. It searches image libraries, Pinterest, and Huaban through the Meitu image-search command.

In plain words
What is it for?
Use it to search for design inspiration, stock-like references, related images, or several image results based on a complex description.
Why use it?
It helps locate visual references or similar images when browsing image sources manually would be slow.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

Good fit Use it to search for design inspiration, stock-like references, related images, or several image results based on a complex description.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/meitu/meitu-skills/image-search
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add meitu/meitu-skills --skill image-search
Clone the repo
git clone --depth 1 https://github.com/meitu/meitu-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for image-search

README.md
[![agentmods](https://agentmods.dev/badge/skills/meitu/meitu-skills/image-search/github.svg)](https://agentmods.dev/skills/meitu/meitu-skills/image-search)
Your own site
<a href="https://agentmods.dev/skills/meitu/meitu-skills/image-search"><img src="https://agentmods.dev/badge/skills/meitu/meitu-skills/image-search/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for image-search

Your own site · 80×15
<a href="https://agentmods.dev/skills/meitu/meitu-skills/image-search"><img src="https://agentmods.dev/badge/skills/meitu/meitu-skills/image-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 85 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,578 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 5 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Privilege Escalation · line 5
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • high Privilege Escalation · line 9
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • high Privilege Escalation · line 11
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • high Privilege Escalation · line 17
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • medium Rogue Agent · line 21
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00085 $0.01578
Opus 5 $0.00043 $0.00789
Sonnet 5 $0.00017 $0.00316
Haiku 4.5 $0.00009 $0.00158

Measured 12d ago against content hash 8c40872df168, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

image-search scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/image-search/SKILL.md · 129 lines

How it starts

The opening of the file, as written. The whole thing — 129 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Overview

关键词搜图 / 以图搜图,平台图库 + Pinterest + 花瓣联合检索。用于找参考图、找素材、搜灵感、以图找相似图片;支持多关键词拆分提升召回率。

执行前应让用户清楚知道:本 Skill 会读取本地 Meitu 凭证与检索配置、调用 meitu image-search,并可能把检索结果 JSON 和下载图片写入 ./output/$VISUAL/output/image-search/

API Mapping

  • 关键词搜图 / 以图搜图:image_search

Dependencies

  • meitu-cli: >=2.0.6
  • 凭证:CONFIG AKSK → meitu tools update;EXEC AKSK → 实际执行(见根 CONFIG.md
  • 环境变量MEITU_OPENAPI_TOOL_TASK_MODE=command

路径别名:$VISUAL = {OPENCLAW_HOME}/workspace/visual/

Core Workflow

Preflight → Execute → Deliver

Preflight

  1. meitu --version ≥ 2.0.6
  2. 已用 CONFIG AKSK 跑过 meitu tools update
  3. 当前 AKSK = EXEC,MEITU_OPENAPI_TOOL_TASK_MODE=command
  4. output_dir:openclaw.yaml → ./output/ |else → $VISUAL/output/image-search/mkdir -p

Execute

触发信号 / 路由规则

核心维度:search vs retrieve 模式 + 参数齐全

场景 判定 路由
关键词搜图 搜文字描述的图 image_searchquery_mode=search
以图搜图 给参考图找相似 image_searchquery_mode=retrieve
关键词 + 参考图 同时给关键词和参考图 image_searchquery_mode=search + 双参数

复杂意图拆多个关键词提升召回率(如"北欧极简客厅"→["北欧客厅","极简风"])。

参数定义

参数 类型 必填 范围 默认 说明
prompt ARRAY 条件必填 -- -- 搜索词数组。复杂意图拆多个关键词。search 模式必填
image_ids ARRAY 条件必填 -- -- 图片 ID 数组。用户给 URL 时自动提取 ID。retrieve 模式必填
query_mode STRING search / retrieve search search=关键词搜索;retrieve=以图召回
size NUMBER 1–8 4 返回图片数量,最大 8
source_type STRING auto / internal / pinterest / huaban auto auto=平台图库优先,不足时回退其他来源

缺省策略:promptimage_ids 至少提供一项;都缺失 → 提示"请描述搜索内容或提供参考图"。

工具调用

meitu image-search --prompt "<kw1>,<kw2>" [--query_mode search] [--size 4] [--source_type auto] --json --download-dir {output_dir} --skill_name skill_image-search
# 以图搜图
meitu image-search --image_ids <id1>,<id2> --query_mode retrieve --json --download-dir {output_dir} --skill_name skill_image-search

Read the full file on GitHub · 129 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 129 lines · 85 tokens per session scan A 8c40872df168

Subscribe to this mod's changes

image-search is a skill published in the GitHub repository meitu/meitu-skills (32 stars, last pushed 15d ago), licensed MIT. It adds 85 tokens to every session and 1,578 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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