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 linkfox-ai/linkfox-skills --skill linkfox-geekbi-temu-search-by-imagegit clone --depth 1 https://github.com/linkfox-ai/linkfox-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/linkfox-ai/linkfox-skills/linkfox-geekbi-temu-search-by-image)<a href="https://agentmods.dev/skills/linkfox-ai/linkfox-skills/linkfox-geekbi-temu-search-by-image"><img src="https://agentmods.dev/badge/skills/linkfox-ai/linkfox-skills/linkfox-geekbi-temu-search-by-image/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/linkfox-ai/linkfox-skills/linkfox-geekbi-temu-search-by-image"><img src="https://agentmods.dev/badge/skills/linkfox-ai/linkfox-skills/linkfox-geekbi-temu-search-by-image.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00150 | $0.02410 |
| Opus 5.5 | $0.00060 | $0.00964 |
| Sonnet 5.5 | $0.00030 | $0.00482 |
| Haiku 4.5 | $0.00015 | $0.00241 |
Grade A, and why
linkfox-geekbi-temu-search-by-image 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 1mo 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 — 143 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Temu Visual Product Search
Find visually similar or matching products in Temu's public marketplace from one product image. Use the returned product, sales, pricing, review, inventory, shop, and category fields for visual competitor discovery and product research.
Core Concepts
- The search input is one image URL. The gateway accepts a LinkFox OSS URL, not an arbitrary external image URL.
- Upload local images with
scripts/upload_image.py. For an external image URL, download it locally first, then upload it through the same helper. - The endpoint returns a non-paginated
itemslist plus rendering metadata incolumns. Result count depends on the source image: live tests have returned both 100 rows and a successful empty result, so never assume a fixed or non-zero count. - Rows are live third-party marketplace data. Fields may be absent, null, duplicated by
goodsId, garbled, or internally inconsistent; preserve the source values and disclose material quality issues.
Data Fields
| Group | Fields |
|---|---|
| Identity | goodsId, mallId, goodsName, goodsNameCn, goodsNameEn, brand, thumbnail |
| Category | catIds, catItems |
| Demand | sold, mallSold, daySold, weekSold, monthSold, corresponding *SoldRate fields |
| Revenue | sales, daySales, weekSales, monthSales, corresponding *SalesRate fields |
| Price and supply | minPrice, maxPrice, supplyPrice, minSupplyPrice, medianSupplyPrice, maxSupplyPrice |
| Quality and stock | goodsScore, reviewNum, quantity, sku |
| Status and timing | hostingMode, status, isAd, isCustom, isPresale, similarNum, onSaleTime, mallOpenTime, createTime, updateTime |
Parameter Guide
| Parameter | Required | Description |
|---|---|---|
imageUrl |
Yes | LinkFox OSS image URL returned by scripts/upload_image.py; maximum 2048 characters; an arbitrary external URL is rejected |
contentType |
No | Image MIME type, maximum 100 characters; only image/jpeg, image/png, image/gif, image/webp, or image/bmp; when supplied, it must match both the OSS response type and the actual image bytes |
What ships with it
5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 1mo ago First seen · 143 lines · 150 tokens per session scan A e16b30e79c99
linkfox-geekbi-temu-search-by-image is a skill published in the GitHub repository linkfox-ai/linkfox-skills (109 stars, last pushed 2d ago), licensed MIT. It adds 150 tokens to every session and 2,410 once invoked, about $0.0006 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 2026-09-15.
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