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.
npx skills add meitu/meitu-skills --skill image-searchgit clone --depth 1 https://github.com/meitu/meitu-skillsWrote 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.
[](https://agentmods.dev/skills/meitu/meitu-skills/image-search)<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.
<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>- NVIDIA SkillSpector warn
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.
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00085 | $0.01578 |
| Opus 5.5 | $0.00034 | $0.00631 |
| Sonnet 5.5 | $0.00017 | $0.00316 |
| Haiku 4.5 | $0.00009 | $0.00158 |
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 2mo 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.
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.
Image Search
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/ 或 $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：
$VISUAL={OPENCLAW_HOME}/workspace/visual/
Core Workflow
Preflight → Execute → Deliver
Preflight
meitu --version≥ 2.0.6- 已用 CONFIG AKSK 跑过
meitu tools update - 当前 AKSK = EXEC，
MEITU_OPENAPI_TOOL_TASK_MODE=command - output_dir：openclaw.yaml →
./output/｜else →$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_search，query_mode=search |
| 以图搜图 | 给参考图找相似 | image_search，query_mode=retrieve |
| 关键词 + 参考图 | 同时给关键词和参考图 | image_search，query_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 | 是 | search / retrieve | search | search=关键词搜索；retrieve=以图召回 |
size |
NUMBER | 是 | 1–8 | 4 | 返回图片数量，最大 8 |
source_type |
STRING | 是 | 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：prompt 和 image_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
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.
- 2mo ago First seen · 129 lines · 85 tokens per session scan A 8c40872df168
image-search is a skill published in the GitHub repository meitu/meitu-skills (36 stars, last pushed 2mo ago), licensed MIT. It adds 85 tokens to every session and 1,578 once invoked, about $0.0003 per session on Opus 5.5. 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.
image-search compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| image-searchmeitu/meitu-skills | Skill | 36 | 2mo ago | MIT | A | 85 | Claude Code, Codex |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |