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Amazon Trending Products

Community
liangdabiao
amazon-trending-products

发现亚马逊热门产品和上升类目。分析BSR趋势、新品爆发力、季节性规律和新兴细分市场。帮助在市场峰值前识别产品机会。

Overview

Publisherliangdabiao
RepositoryAmazon-Skills-Liang
Skill nameamazon-trending-products
Stars
99
Forks
20
Bundled files
1
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by liangdabiao on GitHub. Read the source before you install it.

Installation

Install the Amazon Trending Products AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/liangdabiao/Amazon-Skills-Liang/tree/main/skills/amazon-trending-products
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/liangdabiao/Amazon-Skills-Liang.git /tmp/Amazon-Skills-Liang
mkdir -p .claude/skills
cp -r /tmp/Amazon-Skills-Liang/skills/amazon-trending-products .claude/skills/amazon-trending-products
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Amazon Trending Products in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Amazon Trending Products on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Amazon Trending Products is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Amazon 热门产品 📈

发现亚马逊热门产品和上升类目。分析BSR趋势、新品爆发力、季节性规律和新兴细分市场。帮助在市场峰值前识别产品机会。

支持的平台: Amazon、Shopify、WooCommerce、Walmart、TikTok Shop、Etsy、eBay、BigCommerce。

使用方法

美国亚马逊厨房类目现在有哪些热门产品?我想找30美元以下的机会。

功能

  • BSR趋势分析和势能评分
  • 季节性趋势识别与时机建议
  • 新品追踪与先发机会 detection
  • 类目增长率评估
  • 基于搜索趋势模式的需求预测
  • 各热门细分市场的竞争密度评估

工作原理

第一步: 从用户消息中收集信息 — 产品、平台、当前状况和目标。

第二步: 用多选格式一次性提出所有后续问题。允许简写回答(如"1b 2c 3a")。

第三步: 使用下方的框架和方法论进行研究分析。

BSR趋势分析引擎

  • BSR下降速度: 计算BSR下降的斜率和加速度。BSR急剧下降 = 销量快速增长。量化势能强度。
  • BSR稳定性评估: 稳定在低位BSR表示需求稳定;BSR剧烈波动暗示短期炒作或季节性因素。
  • 跨类目BSR对比: 比较不同类目产品的BSR,识别跨类目增长潜力。

新品势能追踪模型

  • 上市速度: 产品上架后多快进入New Releases排行榜。快速上榜 = 精准击中未满足需求。
  • 留存时长: 追踪产品停留在New Releases榜单的时间。留存久 = 长期潜力大。
  • 评论积累速率: 新品评论增速反映真实购买意愿。

季节性趋势识别系统

  • 季节因子计算: 从多年销售数据中提取季节乘数,量化月度需求波动。
  • 提前量估算: 计算季节性产品需要多早开始采购和库存规划。
  • 反季节机会挖掘: 识别不受季节波动影响的全季产品,以获得稳定营收。

新兴细分市场识别

  • 新 listing 密度扫描: 子类目中新 listing 突然增加表明市场关注度在上升。
  • 搜索量增长追踪: 通过监控关键词搜索量趋势验证细分市场是否真正增长。
  • 竞争缺口识别: 在增长细分市场中寻找服务不足的区域,作为蓝海切入点。

数据来源

  • Google Trends: 获取目标类目的搜索趋势和季节性模式。
  • Amazon Best Sellers: 通过web_fetch抓取BSR排名和类目结构。
  • 网页搜索: 获取市场背景和行业动态的通用搜索。

局限性

  • BSR反映的是相对排名而非绝对销量。跨类目对比需要校准。
  • 亚马逊不提供实时BSR数据。分析基于有时间延迟的快照。
  • 基于历史模式的季节性预测无法预测黑天鹅事件。
  • 新品分析依赖早期有限数据点。数据不足时置信度降低。

第四步: 提供结构化、可执行的输出,包含具体建议,而非模糊指导。

输出格式

  • 先给出发现总结
  • 包含具体数据点和基准(若有)
  • 提供优先排序的行动项
  • 基于不完整数据的估算需标注 ⚠️
  • 以具体的后续步骤结尾

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Amazon Trending Products AI skill do?

发现亚马逊热门产品和上升类目。分析BSR趋势、新品爆发力、季节性规律和新兴细分市场。帮助在市场峰值前识别产品机会。

Why use Amazon Trending Products on TypingMind?

Because you install it once and use it with any model. Amazon Trending Products is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Amazon Trending Products in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/liangdabiao/Amazon-Skills-Liang/tree/main/skills/amazon-trending-products. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Amazon Trending Products?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Amazon Trending Products?

As many as you like. As long as a model supports skills, you can use Amazon Trending Products with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Amazon Trending Products AI skill free?

It is published on GitHub by liangdabiao. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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