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Sealeap Amazon Unified Ad Report Analysis

Community
xjli360
sealeap-amazon-unified-ad-report-analysis

按业务问题设计 Amazon Ads 一体化报告,核查维度粒度、稳定 ID、币种、归因、Null 与可加性,拆解广告使命、搜索词承接和等长窗口实验。用于新版 Reporting、跨站点/广告产品比较、报表对账和旧报告迁移;不以汇总高 ROAS 自动扩量。

Overview

Publisherxjli360
Repositorysealeap-amazon-skills
Skill namesealeap-amazon-unified-ad-report-analysis
Stars
308
Forks
44
Bundled files
3
LicenseMIT
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.

  • 3 bundled files

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

  • Open source

    Published by xjli360 on GitHub. Read the source before you install it.

Installation

Install the Sealeap Amazon Unified Ad Report Analysis 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/xjli360/sealeap-amazon-skills/tree/main/amazon-skills/amazon-official/sealeap-amazon-unified-ad-report-analysis
  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/xjli360/sealeap-amazon-skills.git /tmp/sealeap-amazon-skills
mkdir -p .claude/skills
cp -r /tmp/sealeap-amazon-skills/amazon-skills/amazon-official/sealeap-amazon-unified-ad-report-analysis .claude/skills/sealeap-amazon-unified-ad-report-analysis
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Sealeap Amazon Unified Ad Report Analysis 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 Sealeap Amazon Unified Ad Report Analysis 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 Sealeap Amazon Unified Ad Report Analysis 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.

SeaLeap 亚马逊一体化广告报表分析

先写出要回答的问题和“一行数据是什么”,再选择维度、指标与比较方式。任何预算判断都建立在可对账的数据上。

输入

广告账户/品牌、站点和币种、广告产品、分析问题、稳定 ID、报告字段字典、流量/转化日期口径、时区、归因窗口、覆盖期、原始基础量及变更记录。

工作流

  1. 选择一个主要问题:全账户扫描、广告产品比较、广告位、搜索词承接、推广 SKU 或达成转化商品。明确行粒度及唯一键。
  2. 依账户、国家、广告产品和 campaign 筛选,保留稳定 ID 与必要基础指标。名称仅用于展示,不能代替跨期关联键。
  3. 检查字段兼容性和可加性:不同币种分开;销售总计与推广/光环分项不重复加;转化商品维度不承载重复的点击和费用;展示份额不跨活动求和。
  4. 先汇总可加的曝光、点击、花费、购买和销售,再重算比率。区分总购买率、点击购买率、订单与件数;Null 保留原因,不能一律变 0。
  5. 按活动使命解释表现,分别看规模、效率、探索、新客与召回。受众是可能跨广告产品的维度,不能和 SP/SB/SD 当成互斥分类相加。
  6. 将问题从国家/产品下钻到 campaign、placement、target 和 search term。低花费高 ROAS 先检查样本及可扩容量,高花费低 ROAS 先解释流量和承接。
  7. 以当地报告时区建立等长成熟窗口,排除变更日,使用投放 ID 关联实际变更,检查二次调整和其他污染;无法对齐则不宣告因果。
  8. 固化模板与迁移清单。报告排期、邮箱发送和外部创建需处于用户明确授权的范围;先交付可审阅设置。

交付

报告设计和字段字典、覆盖/对账审计、重算指标、使命与活动分层、搜索词承接表、实验窗口、动作草案和旧报告迁移状态。

证据与执行范围

  • 材料中的案例、比例和时间表标为 COURSE_BASELINE 或 TRAINING_CASE;来源与口径已核验的店铺数据标为 ACCOUNT_FACT,用户转交但未核验的数据标为 USER_PROVIDED,合成练习标为 SIMULATED。推断标为 HYPOTHESIS,缺失项写 UNKNOWN,不补成 0。
  • 先固定店铺、广告 profile、站点、ASIN、币种、数据窗口与归因口径。课程介绍的资格、界面、报告字段和功能覆盖在实际使用时核验。
  • 默认交付诊断与草案。真实写入只在当前会话已授权的对象、动作和预算内执行,并保存旧值与回读结果;新增范围先取得授权。

详细方法见 执行手册。材料定位、版本差异和需纠正的外推见 来源与边界。

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 Sealeap Amazon Unified Ad Report Analysis AI skill do?

按业务问题设计 Amazon Ads 一体化报告,核查维度粒度、稳定 ID、币种、归因、Null 与可加性,拆解广告使命、搜索词承接和等长窗口实验。用于新版 Reporting、跨站点/广告产品比较、报表对账和旧报告迁移;不以汇总高 ROAS 自动扩量。

Why use Sealeap Amazon Unified Ad Report Analysis on TypingMind?

Because you install it once and use it with any model. Sealeap Amazon Unified Ad Report Analysis 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 Sealeap Amazon Unified Ad Report Analysis in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/xjli360/sealeap-amazon-skills/tree/main/amazon-skills/amazon-official/sealeap-amazon-unified-ad-report-analysis. 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 Sealeap Amazon Unified Ad Report Analysis?

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 Sealeap Amazon Unified Ad Report Analysis?

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

Is the Sealeap Amazon Unified Ad Report Analysis AI skill free?

Yes. It is published on GitHub by xjli360 under the MIT license. 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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