Agent skill

Sealeap Dijiang Amazon Reverse Asin Keyword Mining

by xjli360 in xjli360/sealeap-amazon-skills

Mine keywords by reverse-searching top competitor ASINs through a third-party keyword tool, rank the results by search volume, then triage them into relevance tiers plus a misspelling variant list…

MITAuto-check passedMarketing & SEO

Install Sealeap Dijiang Amazon Reverse Asin Keyword Mining

skills CLI
$ npx skills add xjli360/sealeap-amazon-skills --skill sealeap-dijiang-amazon-reverse-asin-keyword-mining -a claude-code

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

GitHub CLI
$ gh skill install xjli360/sealeap-amazon-skills sealeap-dijiang-amazon-reverse-asin-keyword-mining --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/xjli360/sealeap-amazon-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/amazon-skills/youtube/dijiang/sealeap-dijiang-amazon-reverse-asin-keyword-mining .claude/skills/sealeap-dijiang-amazon-reverse-asin-keyword-mining && 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
sealeap-dijiang-amazon-reverse-asin-keyword-mining
GitHub stars
251
Token cost
~729 tokens
SKILL.md length
155 words
Files
5 (incl. scripts, references)
Skills in repo
179
Repo updated
First seen
Licence
MIT

At a glance

Mine keywords by reverse-searching top competitor ASINs through a third-party keyword tool, rank the results by search volume, then triage them into relevance tiers plus a misspelling variant list…

  • Works in 4 steps: 诊断:读取现状、证据和缺口,不生成线上写入动作。 → 方案草案:输出可审核的结构、参数范围、实验和回退值。 → 执行准备:只生成待批准变更表或 API/控制台操作草案。 → …
  • 关键词怎么找、反查竞品asin关键词、关键词分级怎么做、backend关键词要不要收录错别词
  • SKILL.md covers 目标, 不可妥协的边界, 先判断任务模式 and 开始前要拿到, plus 3 more sections
  • Runs Python scripts from its folder

What it does

Sealeap Dijiang Amazon Reverse Asin Keyword Mining is an agent skill from xjli360/sealeap-amazon-skills. Mine keywords by reverse-searching top competitor ASINs through a third-party keyword tool, rank the results by search volume, then triage them into relevance tiers plus a misspelling variant list to build a listing-ready keyword set. Use for 关键词怎么找、反查竞品asin关键词、关键词分级怎么做、backend关键词要不要收录错别词. Do not use to add irrelevant high-volume keywords purely for traffic without matching purchase intent.

Its SKILL.md is about 730 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 `agents/openai.yaml`, `references/mcp-data-plan.md` and `references/playbook.md`).

It sits in Marketing & SEO, covering Keyword research. It works with Model Context Protocol. The repository describes itself as: Reusable Agent Skills for Amazon product research, listings, advertising, inventory, and operations. The licence is MIT.

When your agent uses it

  • 关键词怎么找、反查竞品asin关键词、关键词分级怎么做、backend关键词要不要收录错别词
  • Add irrelevant high-volume keywords purely for traffic without matching purchase intent

Example prompts

  • “/sealeap-dijiang-amazon-reverse-asin-keyword-mining”

Requirements

  • Python 3

Workflow steps

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

  1. 诊断:读取现状、证据和缺口,不生成线上写入动作。
  2. 方案草案:输出可审核的结构、参数范围、实验和回退值。
  3. 执行准备:只生成待批准变更表或 API/控制台操作草案。
  4. 已批准执行:仅对用户在当前会话明确批准的对象和字段执行,并立即回读核验。

What it can do on your machine

Read from SKILL.md and the folder at commit 497d4b8. 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 1 file in scripts/ (Python), which the agent can run.

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

  • Network

    No URLs in SKILL.md.

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

  • Credentials

    Names no API keys, tokens, secrets or passwords.

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

Context cost

Sealeap Dijiang Amazon Reverse Asin Keyword Mining loads about 729 tokens when it runs, and up to ~3.2k if it reads all its reference files. Until then it costs about 111 tokens; SKILL.md has 155 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~111
When it runs · the whole SKILL.md, loaded when a task matches
~729
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.2k

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 xjli360/sealeap-amazon-skills at commit 497d4b8, republished under its MIT licence (© xjli360). 155 words, ~729 tokens.

Download SKILL.mdSave it as .claude/skills/sealeap-dijiang-amazon-reverse-asin-keyword-mining/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
sealeap-dijiang-amazon-reverse-asin-keyword-mining
description
Mine keywords by reverse-searching top competitor ASINs through a third-party keyword tool, rank the results by search volume, then triage them into relevance tiers plus a misspelling variant list to build a listing-ready keyword set. Use for 关键词怎么找、反查竞品asin关键词、关键词分级怎么做、backend关键词要不要收录错别词. Do not use to add irrelevant high-volume keywords purely for traffic without matching purchase intent.

Amazon 反查竞品关键词建库

目标

Mine keywords by reverse-searching top competitor ASINs through a third-party keyword tool, rank the results by search volume, then triage them into relevance tiers plus a misspelling variant list to build a listing-ready keyword set.

不可妥协的边界

  • 当前 Amazon 官方政策、账户资格、站点字段和一方数据优先于本 Skill 的经验框架。
  • 第三方数据一律标为估算或前台观测,不得写成 Amazon 一方事实。
  • 默认只读诊断和草案;任何广告、Listing、库存、促销或外部系统写操作都需逐项展示并取得明确批准。
  • 一次实验只改变一个主要变量,并记录基线、样本、成功、停止和回退条件。
  • 不得复制来源材料或竞品表达;输出必须按当前任务重新组织并可由现有证据支撑。
  • 反查工具给出的“竞品表现排序”“搜索量”均为第三方估算,不是 Amazon 官方一方数据,不同工具口径可能不同,须标注数据来源与采集时间,不与官方后台数据混用推导结论。
  • 中相关词库中可能包含“同商品但不同使用目的”(如作为礼物搜索)的场景词,是否收录需结合自身商品是否适配该场景判断,不能仅因搜索量高就收录。
  • 竞品选择偏差会直接传导到整个词库:若种子 ASIN 与自身商品定位差异较大(价格带、细分场景不同),反查结果的参考价值会显著下降,需要在种子选择阶段一并核实。
  • 错拼词的收录应仅用于后台隐藏关键词等允许自由文本的位置,不应写入面向顾客展示的标题或图片文案中。

先判断任务模式

  1. 诊断:读取现状、证据和缺口,不生成线上写入动作。
  2. 方案草案:输出可审核的结构、参数范围、实验和回退值。
  3. 执行准备:只生成待批准变更表或 API/控制台操作草案。
  4. 已批准执行:仅对用户在当前会话明确批准的对象和字段执行,并立即回读核验。

用户未指定时采用“诊断”。

开始前要拿到

  • marketplace、产品事实、ASIN/SKU 与目标购买意图
  • 本品和可比竞品的关键词、自然位置、广告可见度与采样时间
  • 搜索词报告、转化、CPC、订单、利润和 Listing 当前覆盖
  • 站点语言、变体、价格、库存与同期促销记录

缺失项必须标为 NEEDS_EVIDENCE;不得猜数字、补属性或把不同站点、ASIN、变体、币种和时间窗混在一起。

工作流

先读取 references/playbook.md,确认该方法适用于当前对象。按以下顺序执行:

  1. 选定 2-3 个与自身商品定位最接近的竞品 ASIN(同定位而非同类目下任意热卖品),作为反查关键词的种子。
  2. 用第三方反查 ASIN 类关键词工具,获取这些竞品当前表现较好的关键词全集,先按工具默认的“竞品综合表现”排序保留一份原始结果,不预先手动删减。
  3. 将结果改按搜索量从高到低重新排序,取一个可管理的数量范围作为初始词库,而不是全部收录。
  4. 逐词判断与自身商品购买意图的匹配程度,拆分为高相关、中相关(可能是关联需求或礼品等场景)、低相关(明显是找别的商品)三档,低相关词直接排除出候选。
  5. 对高相关词库额外跑一次常见拼写变体检测,识别出未被平台自动纠错覆盖、且有一定搜索热度的错别拼写,补充为独立的错拼词表。
  6. 最终产出按“高相关-中相关-错拼”分层的词库,用于后续标题/五点/后台关键词等 Listing 位置的分配,分配时优先保证高相关词覆盖,再视位置余量安排中相关与错拼词。

最后做数据充分性检查,并把结论分成 FACT / ESTIMATE / HYPOTHESIS / UNKNOWN。若关键证据不足,状态写 HOLD。

第三方 MCP 数据

仅在自有数据不足且当前任务确实需要外部证据时,读取 references/mcp-data-plan.md,再使用 scripts/mcp_research.py。本 Skill 的外部取数目的:需要第三方反查 ASIN 关键词、搜索量与拼写变体检测能力,通过关键词类数据连接器获取竞品关键词表现与搜索量估算,作为代理证据使用,不作为 Amazon 官方一方事实。

  • 先 doctor,再 search-tools 和 describe;工具名及参数以实时 tools/list 与 inputSchema 为准。
  • Token 只从环境变量读取。不得写入命令参数、URL、Skill、报告、日志或 Git。
  • tools/call 或 Actor 可能计费;先展示 Provider、工具、无密钥业务参数、预计成本与输出位置,核对已有授权覆盖后才加 --allow-cost;该标志不是费用上限。

必须交付的结果

  • 竞品种子 ASIN 清单
  • 关键词原始反查结果
  • 高/中/低相关分级词库
  • 错拼变体词表
  • 分位置关键词分配方案
  • 数据范围、来源、采集时间、样本与限制。
  • 关键假设、待补证据、风险和不可确定项。
  • 若有动作:对象、旧值、新值、预期、停止条件、回退值与审批状态。

方案状态使用 READY FOR REVIEW / DRAFT / HOLD / STOP;如已执行,另行记录实际结果及回读证据。未得到明确批准时,不得声称已修改线上对象。

© xjli360, 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 4 other files (scripts, references) in amazon-skills/youtube/dijiang/sealeap-dijiang-amazon-reverse-asin-keyword-mining of xjli360/sealeap-amazon-skills.

  • SKILL.md
  • agents/openai.yaml
  • references/mcp-data-plan.md
  • references/playbook.md
  • scripts/mcp_research.py

Open the folder on GitHubat commit 497d4b8

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Categories

Questions about Sealeap Dijiang Amazon Reverse Asin Keyword Mining

What does Sealeap Dijiang Amazon Reverse Asin Keyword Mining do?

Mine keywords by reverse-searching top competitor ASINs through a third-party keyword tool, rank the results by search volume, then triage them into relevance tiers plus a misspelling variant list…. Sealeap Dijiang Amazon Reverse Asin Keyword Mining is an agent skill from xjli360/sealeap-amazon-skills. Mine keywords by reverse-searching top competitor ASINs through a third-party keyword tool, rank the results by search volume, then triage them into relevance tiers plus a misspelling variant list to build a listing-ready keyword set.

When should I use Sealeap Dijiang Amazon Reverse Asin Keyword Mining?

Sealeap Dijiang Amazon Reverse Asin Keyword Mining fits situations like: 关键词怎么找、反查竞品asin关键词、关键词分级怎么做、backend关键词要不要收录错别词; add irrelevant high-volume keywords purely for traffic without matching purchase intent.

How do I install Sealeap Dijiang Amazon Reverse Asin Keyword Mining in Claude Code?

Run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-dijiang-amazon-reverse-asin-keyword-mining -a claude-code`. Or copy the skill folder (amazon-skills/youtube/dijiang/sealeap-dijiang-amazon-reverse-asin-keyword-mining in xjli360/sealeap-amazon-skills) into .claude/skills/sealeap-dijiang-amazon-reverse-asin-keyword-mining in your project. Claude Code loads it when a task matches its description.

How do I install Sealeap Dijiang Amazon Reverse Asin Keyword Mining in Codex?

Run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-dijiang-amazon-reverse-asin-keyword-mining -a codex`. Or copy the skill folder (amazon-skills/youtube/dijiang/sealeap-dijiang-amazon-reverse-asin-keyword-mining in xjli360/sealeap-amazon-skills) into .agents/skills/sealeap-dijiang-amazon-reverse-asin-keyword-mining in your project. Codex loads it when a task matches its description.

Can I use Sealeap Dijiang Amazon Reverse Asin Keyword Mining 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 xjli360/sealeap-amazon-skills --skill sealeap-dijiang-amazon-reverse-asin-keyword-mining -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sealeap-dijiang-amazon-reverse-asin-keyword-mining, .gemini/skills/sealeap-dijiang-amazon-reverse-asin-keyword-mining, .github/skills/sealeap-dijiang-amazon-reverse-asin-keyword-mining and .opencode/skills/sealeap-dijiang-amazon-reverse-asin-keyword-mining in your project.

What does Sealeap Dijiang Amazon Reverse Asin Keyword Mining need to run?

Going by SKILL.md and its folder, Sealeap Dijiang Amazon Reverse Asin Keyword Mining needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Sealeap Dijiang Amazon Reverse Asin Keyword Mining access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Sealeap Dijiang Amazon Reverse Asin Keyword Mining 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 Sealeap Dijiang Amazon Reverse Asin Keyword Mining use?

Sealeap Dijiang Amazon Reverse Asin Keyword Mining 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 Sealeap Dijiang Amazon Reverse Asin Keyword Mining use?

About 729 tokens (SKILL.md is roughly 2.9k 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 2.4k tokens, read only when the agent opens those files.

What are the alternatives to Sealeap Dijiang Amazon Reverse Asin Keyword Mining?

Skills that share tags, products or a category with Sealeap Dijiang Amazon Reverse Asin Keyword Mining: Evaluate Skill (every-app/open-seo, 23k stars), SEO Dataforseo (AgriciDaniel/codex-seo, 799 stars), Competitor Gap (Ryze-AI-Adgent/open-seo-mcp-skills, 4.7k stars) and 90 Day SEO Sprint (Bomx/distribb-skill, 197 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sealeap Dijiang Amazon Reverse Asin Keyword Mining?

xjli360 (a GitHub user) maintains it in xjli360/sealeap-amazon-skills, which has 251 GitHub stars. The repository holds 179 skills in this directory. The repository was last updated on September 28, 2026.

Source: xjli360/sealeap-amazon-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.