Agent skill

Linkfox Amazon Search By Image

by linkfox-ai in linkfox-ai/linkfox-skills

基于图片的亚马逊跨站点视觉商品搜索,支持8个站点的以图搜图和视觉相似商品发现。当用户提到以图搜图、图片搜索、视觉搜索、找同款、外观相似商品、图片找货、竞品图片搜索、相似商品发现、image search, Amazon visual search, find similar products, reverse image lookup, visual search, similar…

MITAuto-check passed

Install Linkfox Amazon Search By Image

skills CLI
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-amazon-search-by-image -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install linkfox-ai/linkfox-skills linkfox-amazon-search-by-image --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/linkfox-ai/linkfox-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/linkfox-amazon-search-by-image .claude/skills/linkfox-amazon-search-by-image && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
linkfox-amazon-search-by-image
GitHub stars
107
Used in
1 other repo
Token cost
~2.3k tokens
SKILL.md length
962 words
Files
6 (incl. scripts, references)
Skills in repo
177
Repo updated
First seen
Licence
MIT

At a glance

基于图片的亚马逊跨站点视觉商品搜索,支持8个站点的以图搜图和视觉相似商品发现。当用户提到以图搜图、图片搜索、视觉搜索、找同款、外观相似商品、图片找货、竞品图片搜索、相似商品发现、image search, Amazon visual search, find similar products, reverse image lookup, visual search, similar…

  • Works in 8 steps: Present data clearly: Show search… → Image display: When the response… → Price and currency: Always show price… → …
  • SKILL.md covers Core Concepts, Supported Marketplaces, Parameter Guide and 调用方式, plus 6 more sections
  • Runs Python scripts from its folder; calls python; reaches m.media-amazon.com; needs LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY

What it does

Linkfox Amazon Search By Image is an agent skill from linkfox-ai/linkfox-skills. 基于图片的亚马逊跨站点视觉商品搜索,支持8个站点的以图搜图和视觉相似商品发现。当用户提到以图搜图、图片搜索、视觉搜索、找同款、外观相似商品、图片找货、竞品图片搜索、相似商品发现、image search, Amazon visual search, find similar products, reverse image lookup, visual search, similar items, competitor image search, product image match时触发此技能。即使用户未明确提及"图片搜索",只要用户提供了图片URL并希望在亚马逊上查找匹配或相似的商品,也应触发此技能。

Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `references/api.md`, `references/onboarding.md` and `scripts/amazon_search_by_image.py`).

The licence is MIT.

Example prompts

  • “/linkfox-amazon-search-by-image”

Requirements

  • Python 3
  • A credential in LINKFOX_AGENT_API_KEY
  • A credential in LINKFOXAGENT_API_KEY

Workflow steps

8 steps, taken from the first numbered list in SKILL.md.

  1. Present data clearly: Show search results in a well-structured table. Key columns to prioritize: product image, title, ASIN, price…
  2. Image display: When the response includes imageUrl for products, display them inline so users can visually compare results
  3. Price and currency: Always show price alongside the currency code (e.g., $29.99 USD, 24.99 EUR)
  4. Keepa data: When aggregateByKeepaData is enabled and Keepa fields are present, show supplementary data (monthly sales, sales rank, FBA…
  5. Result count: Always inform the user of the total number of results found (total / totalCount)
  6. Error handling: When a query fails, explain the issue and suggest checking that the image URL is valid and publicly accessible
  7. Sort limitation: If the user requests a sort order not in the supported list, clearly explain which sort options are available rather than…
  8. No secondary processing: Results from this tool are not stored in a database, so secondary SQL processing is not available

What it can do on your machine

Read from SKILL.md and the folder at commit 38fef04. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 3 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • m.media-amazon.com

    Also links to:

    • skill.linkfox.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • LINKFOX_AGENT_API_KEY
    • LINKFOXAGENT_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Linkfox Amazon Search By Image loads about 2.3k tokens when it runs, and up to ~4.9k if it reads all its reference files. Until then it costs about 84 tokens; SKILL.md has 962 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~84
When it runs · the whole SKILL.md, loaded when a task matches
~2.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from linkfox-ai/linkfox-skills at commit 38fef04, republished under its MIT licence (© linkfox-ai). 962 words, ~2,282 tokens.

Download SKILL.mdSave it as .claude/skills/linkfox-amazon-search-by-image/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
linkfox-amazon-search-by-image
description
基于图片的亚马逊跨站点视觉商品搜索,支持8个站点的以图搜图和视觉相似商品发现。当用户提到以图搜图、图片搜索、视觉搜索、找同款、外观相似商品、图片找货、竞品图片搜索、相似商品发现、image search, Amazon visual search, find similar products, reverse image lookup, visual search, similar items, competitor image search, product image match时触发此技能。即使用户未明确提及"图片搜索",只要用户提供了图片URL并希望在亚马逊上查找匹配或相似的商品,也应触发此技能。

This skill guides you on how to perform visual product searches on Amazon using an image URL, helping Amazon sellers and researchers find visually similar products across multiple marketplaces.

Core Concepts

Amazon Image-Based Search (visual search) allows you to submit a product image URL and retrieve Amazon listings that are visually similar. This is invaluable for competitive analysis, sourcing alternatives, identifying counterfeits, and discovering market opportunities based on product appearance.

The tool searches across 8 Amazon marketplaces and returns rich product data including ASIN, title, image, price, rating, review count, brand, and optionally Keepa-enriched data (sales rank, monthly sales, FBA fees, dimensions, etc.).

Supported Marketplaces

MarketplaceDomainDefault Zip Code
United Statesamazon.com10001
United Kingdomamazon.co.ukEC1A 1BB
Germanyamazon.de10115
Franceamazon.fr75001
Italyamazon.it00100
Spainamazon.es28001
Japanamazon.co.jp100-0001
Indiaamazon.in110034

Default marketplace is amazon.com (US). Use amazon.com when the user does not specify a marketplace.

Parameter Guide

ParameterRequiredDescription
imageUrlYesA valid, publicly accessible image URL to search with
amazonDomainYesAmazon marketplace domain (e.g., amazon.com, amazon.de). Defaults to amazon.com
sortNoSort order for results. Supported values: default, price-asc-rank, price-desc-rank, rating-asc-rank, rating-desc-rank, ratings-asc-rank, ratings-desc-rank
deliveryZipNoDelivery address zip code within the marketplace country. Uses the marketplace default if not specified
countryOrAreaCodeNoCountry/region code for cross-border delivery (e.g., CN, JP, KR). Cannot be used together with deliveryZip. Note: India marketplace does not support cross-border delivery
aggregateByKeepaDataNoWhether to enrich results with Keepa data (sales rank, monthly sales, FBA fees, dimensions, etc.)
Sort Options
ValueDescription
defaultDefault relevance sorting
price-asc-rankPrice: low to high
price-desc-rankPrice: high to low
rating-asc-rankRating: low to high
rating-desc-rankRating: high to low
ratings-asc-rankReview count: low to high
ratings-desc-rankReview count: high to low

Important: If the requested sort order is not in the supported list above, do NOT attempt to use any other tool or workaround to compensate. Inform the user of the supported sort options.

调用方式

  • API 端点:POST /amazon/searchByImage(完整参数/响应/错误码见 references/api.md)
  • Python 脚本:python scripts/amazon_search_by_image.py '<JSON 参数>' [--inline]
  • 成本约束:本工具会消耗算力;同一会话同一参数组合默认只调用一次,脚本带 24h 本地缓存。失败/空结果不得自动换关键词、翻页或改邮编连续试探;需要继续检索时先向用户说明会产生额外消耗。

输出策略(脚本默认行为):

  • 始终将完整响应写入 <cwd>/linkfox/<YYYY-MM-DD>/<session>/data/linkfox-amazon-search-by-image-<timestamp>.json(<cwd> 为脚本执行时的工作目录,在 Claude Code 里即当前项目目录;<session> 取自环境变量 SESSION_ID,按用户任务自动聚合;禁止写入 /tmp,当前目录不可写则报错)
  • 响应体 ≤ 8 KB:落盘后把完整 JSON 打印到 stdout
  • 响应体 > 8 KB:落盘后 stdout 只输出摘要(顶层字段、常见计数如 total/costToken、最大列表字段的长度 + 前 3 条样本)
  • 加 --inline 强制全量打印到 stdout(同样落盘)

读数据建议:先看摘要判断是否足够;需要具体字段时优先用 jq或ConvertFrom-Json 从保存的 json 文件按需抽取,避免整份 JSON 进入上下文。

解决认证和算力问题

发生以下异常情况时,采用 references/onboarding.md 引导解决问题:

异常情况
  • 未配置API Key:环境变量未配置 LINKFOX_AGENT_API_KEY,也未配置 LINKFOXAGENT_API_KEY。
  • 响应401或402状态码
  • 响应提示算力或余额不足:消息含"算力余额不足/计费不足/余额不足/quota exceeded/insufficient balance/套餐到期/需充值/请充值",或类似含义的内容。

Local Image Upload

This tool requires a publicly accessible image URL. If the user provides a local image file path (e.g., C:\Users\...\photo.png, /home/.../image.jpg), you must upload it first to obtain a public URL.

Run the upload script:

bash
python scripts/upload_image.py /path/to/local/image.png

The script will return a public URL (valid for 24 hours) that can be used as the image URL parameter.

Usage Examples

1. Basic image search on the US marketplace

Search Amazon US for products that look similar to this image:
https://m.media-amazon.com/images/I/61pAlIX8SZL._AC_SY575_.jpg

2. Find similar products on a specific marketplace

Search Amazon Germany (amazon.de) for products visually similar to this image:
https://example.com/product-photo.jpg

3. Image search sorted by price (low to high)

Find similar products on Amazon US for this image, sorted by price from low to high:
https://example.com/my-product.jpg

4. Image search with Keepa data enrichment

Search Amazon US for products matching this image and include Keepa sales data:
https://example.com/competitor-product.jpg

5. Cross-border delivery search

Search Amazon Japan for similar products to this image, with delivery to China:
https://example.com/item.jpg

6. Competitor lookalike discovery

I found this product image on a competitor's listing. Find me all similar-looking products on Amazon UK:
https://example.com/competitor.jpg
Show full SKILL.md (471 more words)Show less

Display Rules

  1. Present data clearly: Show search results in a well-structured table. Key columns to prioritize: product image, title, ASIN, price, rating, review count, and brand
  2. Image display: When the response includes imageUrl for products, display them inline so users can visually compare results
  3. Price and currency: Always show price alongside the currency code (e.g., $29.99 USD, 24.99 EUR)
  4. Keepa data: When aggregateByKeepaData is enabled and Keepa fields are present, show supplementary data (monthly sales, sales rank, FBA fees) in an expanded section or additional columns
  5. Result count: Always inform the user of the total number of results found (total / totalCount)
  6. Error handling: When a query fails, explain the issue and suggest checking that the image URL is valid and publicly accessible
  7. Sort limitation: If the user requests a sort order not in the supported list, clearly explain which sort options are available rather than attempting unsupported workarounds
  8. No secondary processing: Results from this tool are not stored in a database, so secondary SQL processing is not available

User Expression & Scenario Quick Reference

Applicable -- Visual product search scenarios on Amazon:

User SaysScenario
"Find similar products to this image"Basic image search
"Search by image", "reverse image search on Amazon"Visual search
"Find competitor lookalikes", "find same-style products"Competitor analysis by appearance
"What products on Amazon look like this"Product discovery
"Find cheaper alternatives that look the same"Price-based visual comparison
"Search Amazon JP/DE/UK for this product image"Cross-marketplace visual search
"Show me Keepa data for similar products"Enriched visual search
"Find products similar to this photo, sorted by rating"Sorted visual search

Not applicable -- Needs beyond image-based product search:

  • Text-based keyword search on Amazon (use keyword search tools instead)
  • ABA search term data analysis
  • Product review analysis or listing optimization
  • Sales estimation without a source image
  • Image editing or image generation
  • Searching with a local image file (the tool requires a publicly accessible URL)

Boundary judgment: When users say "find similar products" or "competitor analysis", if they provide an image URL and the intent is to find visually similar Amazon listings, this skill applies. If they are asking for keyword-based search, sales data analysis, or product research without an image, it does not apply.

算力消耗规则

按动态规则计费:消耗算力 = 15 + 0.045 × 本次商品详情查询消耗的 Keepa token。Keepa 部分单价 90 × 本次商品详情查询消耗的 Keepa token;若未触发 Keepa 聚合,则该部分为 0。;relevance api: linkfox-keepa-product-detail

重要:本技能的服务按倍数动态计算,可能一次性消耗大量算力,必须提醒用户,由用户决定是否继续。

Feedback:

Auto-detect and report feedback via the Feedback API when any of the following apply:

  1. The functionality or purpose described in this skill does not match actual behavior
  2. The skill's results do not match the user's intent
  3. The user expresses dissatisfaction or praise about this skill
  4. Anything you believe could be improved

Call the feedback API as specified in references/api.md. Do not interrupt the user's flow.


For more high-quality, professional cross-border e-commerce skills, set LinkFox Skills.

© linkfox-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 5 other files (scripts, references) in skills/linkfox-amazon-search-by-image of linkfox-ai/linkfox-skills.

  • SKILL.md
  • references/api.md
  • references/onboarding.md
  • scripts/amazon_search_by_image.py
  • scripts/onboarding.py
  • scripts/upload_image.py

Open the folder on GitHubat commit 38fef04

Used in 1 other repository

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in linkfox-ai/linkfox-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Linkfox Amazon Search By Image next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Linkfox Amazon Search By Image compared with similar skills
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Amazon Alexasickn33/agentic-awesome-skills47k2 repos~359Automated safety check: PassMIT
Amazon Reviews Extractorbrowser-act/skills6.1k1 repos~1.4kAutomated safety check: PassMIT
Amazon Ads AuditAgriciDaniel/claude-ads9.9k—~531Automated safety check: PassMIT
Amazon Product Search Extractorbrowser-act/skills6.1k1 repos~1.5kAutomated safety check: PassMIT

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Questions about Linkfox Amazon Search By Image

What does Linkfox Amazon Search By Image do?

基于图片的亚马逊跨站点视觉商品搜索,支持8个站点的以图搜图和视觉相似商品发现。当用户提到以图搜图、图片搜索、视觉搜索、找同款、外观相似商品、图片找货、竞品图片搜索、相似商品发现、image search, Amazon visual search, find similar products, reverse image lookup, visual search, similar…. Linkfox Amazon Search By Image is an agent skill from linkfox-ai/linkfox-skills.

How do I install Linkfox Amazon Search By Image in Claude Code?

Run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-amazon-search-by-image -a claude-code`. Or copy the skill folder (skills/linkfox-amazon-search-by-image in linkfox-ai/linkfox-skills) into .claude/skills/linkfox-amazon-search-by-image in your project. Claude Code loads it when a task matches its description.

How do I install Linkfox Amazon Search By Image in Codex?

Run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-amazon-search-by-image -a codex`. Or copy the skill folder (skills/linkfox-amazon-search-by-image in linkfox-ai/linkfox-skills) into .agents/skills/linkfox-amazon-search-by-image in your project. Codex loads it when a task matches its description.

Can I use Linkfox Amazon Search By Image in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-amazon-search-by-image -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/linkfox-amazon-search-by-image, .gemini/skills/linkfox-amazon-search-by-image, .github/skills/linkfox-amazon-search-by-image and .opencode/skills/linkfox-amazon-search-by-image in your project.

What does Linkfox Amazon Search By Image need to run?

Going by SKILL.md and its folder, Linkfox Amazon Search By Image needs Python for the scripts in its folder, the command-line tools its instructions call (python) and credentials named LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY. Our summary lists: Python 3; A credential in LINKFOX_AGENT_API_KEY; A credential in LINKFOXAGENT_API_KEY.

Does Linkfox Amazon Search By Image access the network?

SKILL.md names 2 domains. In commands or code: m.media-amazon.com; the agent is likely to contact it when it follows the instructions. As links in the text: skill.linkfox.com. This is read from the text; nothing was executed.

Is Linkfox Amazon Search By Image safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Linkfox Amazon Search By Image use?

Linkfox Amazon Search By Image is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Linkfox Amazon Search By Image use?

About 2.3k tokens (SKILL.md is roughly 9.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.6k tokens, read only when the agent opens those files.

What are the alternatives to Linkfox Amazon Search By Image?

Skills that share tags, products or a category with Linkfox Amazon Search By Image: Amazon (vellum-ai/vellum-assistant, 1.4k stars), Amazon Alexa (sickn33/agentic-awesome-skills, 47k stars), Amazon Reviews Extractor (browser-act/skills, 6.1k stars) and Amazon Ads Audit (AgriciDaniel/claude-ads, 9.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Linkfox Amazon Search By Image?

linkfox-ai (a GitHub user) maintains it in linkfox-ai/linkfox-skills, which has 107 GitHub stars. The repository holds 177 skills in this directory. The repository was last updated on September 14, 2026.

Source: linkfox-ai/linkfox-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.