Agent skill

Sealeap Hundun Amazon Competitor Asin Keyword Harvest

by xjli360 in xjli360/sealeap-amazon-skills

Build a seed keyword list by reverse-looking-up search terms from a curated set of visually or functionally similar competitor ASINs in the same sub-category, then manually vet each returned term by…

MITAuto-check passedMarketing & SEO

Install Sealeap Hundun Amazon Competitor Asin Keyword Harvest

skills CLI
$ npx skills add xjli360/sealeap-amazon-skills --skill sealeap-hundun-amazon-competitor-asin-keyword-harvest -a claude-code

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

GitHub CLI
$ gh skill install xjli360/sealeap-amazon-skills sealeap-hundun-amazon-competitor-asin-keyword-harvest --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/bilibili/hundun/sealeap-hundun-amazon-competitor-asin-keyword-harvest .claude/skills/sealeap-hundun-amazon-competitor-asin-keyword-harvest && 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-hundun-amazon-competitor-asin-keyword-harvest
GitHub stars
251
Token cost
~805 tokens
SKILL.md length
174 words
Files
5 (incl. scripts, references)
Skills in repo
179
Repo updated
First seen
Licence
MIT

At a glance

Build a seed keyword list by reverse-looking-up search terms from a curated set of visually or functionally similar competitor ASINs in the same sub-category, then manually vet each returned term by…

  • 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。 → …
  • 怎么找关键词、竞品反查关键词、关键词相关性怎么判断、变体多的产品关键词太少怎么办
  • 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 Hundun Amazon Competitor Asin Keyword Harvest is an agent skill from xjli360/sealeap-amazon-skills. Build a seed keyword list by reverse-looking-up search terms from a curated set of visually or functionally similar competitor ASINs in the same sub-category, then manually vet each returned term by checking whether the actual top-ranked results for that term resemble the target product, judging ambiguous cross-shopping terms case by case. Relies on third-party reverse-ASIN keyword data as a proxy signal, not an Amazon first-party source. Use for 怎么找关键词、竞品反查关键词、关键词相关性怎么判断、变体多的产品关键词太少怎么办. Do not use the raw…

Its SKILL.md is about 810 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

  • 怎么找关键词、竞品反查关键词、关键词相关性怎么判断、变体多的产品关键词太少怎么办
  • Tasks that involve Keyword research

Example prompts

  • “/sealeap-hundun-amazon-competitor-asin-keyword-harvest”

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 Hundun Amazon Competitor Asin Keyword Harvest loads about 805 tokens when it runs, and up to ~3.2k if it reads all its reference files. Until then it costs about 175 tokens; SKILL.md has 174 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~175
When it runs · the whole SKILL.md, loaded when a task matches
~805
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). 174 words, ~805 tokens.

Download SKILL.mdSave it as .claude/skills/sealeap-hundun-amazon-competitor-asin-keyword-harvest/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
sealeap-hundun-amazon-competitor-asin-keyword-harvest
description
Build a seed keyword list by reverse-looking-up search terms from a curated set of visually or functionally similar competitor ASINs in the same sub-category, then manually vet each returned term by checking whether the actual top-ranked results for that term resemble the target product, judging ambiguous cross-shopping terms case by case. Relies on third-party reverse-ASIN keyword data as a proxy signal, not an Amazon first-party source. Use for 怎么找关键词、竞品反查关键词、关键词相关性怎么判断、变体多的产品关键词太少怎么办. Do not use the raw exported list without the manual relevance pass, and do not treat search-volume figures from third-party tools as exact platform data.

Amazon 竞品ASIN反查关键词甄别

目标

Build a seed keyword list by reverse-looking-up search terms from a curated set of visually or functionally similar competitor ASINs in the same sub-category, then manually vet each returned term by checking whether the actual top-ranked results for that term resemble the target product, judging ambiguous cross-shopping terms case by case. Relies on third-party reverse-ASIN keyword data as a proxy signal, not an Amazon first-party source.

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。
  • 反查出的关键词数量、搜索量等均为第三方代理数据,与平台一方数据可能存在口径差异,只作为方向参考。
  • 相关性判断以“该词当前排名靠前的结果是否与自身产品相似”为准,同一关键词的排名结果会随时间、地区、个性化等变化,此判断存在时效性,需要定期复核。
  • 保留跨购买意图的边缘关键词是一种权衡(可能带来不够精准的点击),需结合自身预算和转化数据决定取舍尺度,不是非黑即白的规则。

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. 从目标细分类目的榜单中,人工挑出与自己产品在外观/功能上高度相似的一批竞品 ASIN,控制在可管理的数量内,明显不像的直接不选。
  2. 用第三方反查关键词工具,把这批 ASIN 批量粘贴进行反查,并开启按变体扩展的选项以覆盖同一 listing 不同颜色/尺寸变体下的搜索词,服装等多变体品类尤其需要。
  3. 逐条核对返回的关键词:搜索该词看实际排名靠前的结果是否与自己的产品相似;相似则保留为相关词,明显是其他品类/用途的产品则标记删除。
  4. 对介于两可之间的词(搜索的产品类型不完全一样,但可能存在跨购买意图),按是否可能带来有效转化自行判断去留,不必强求完全同款才保留。
  5. 在导出之前先完成删除与清理,而不是导出后再回头清洗,减少后续整理的工作量。
  6. 导出清理后的关键词表,用于后续 listing 文案(标题、五点、后台关键词)的词汇覆盖。

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:通过第三方反查工具获取竞品ASIN关联的搜索词、搜索量与相关度等代理数据,用于扩充候选关键词库。

  • 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

  • 高相似度竞品ASIN候选清单
  • 反查关键词原始导出表
  • 人工相关性甄别后的干净关键词表
  • 待复核的边缘关键词清单
  • 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/bilibili/hundun/sealeap-hundun-amazon-competitor-asin-keyword-harvest 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

Compare with similar skills

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90 Day SEO SprintBomx/distribb-skill197—~3.6kAutomated safety check: PassNone
Keyword ResearchRyze-AI-Adgent/open-seo-mcp-skills4.7k—~581Automated safety check: PassMIT

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Categories

Questions about Sealeap Hundun Amazon Competitor Asin Keyword Harvest

What does Sealeap Hundun Amazon Competitor Asin Keyword Harvest do?

Build a seed keyword list by reverse-looking-up search terms from a curated set of visually or functionally similar competitor ASINs in the same sub-category, then manually vet each returned term by…. Sealeap Hundun Amazon Competitor Asin Keyword Harvest is an agent skill from xjli360/sealeap-amazon-skills. Build a seed keyword list by reverse-looking-up search terms from a curated set of visually or functionally similar competitor ASINs in the same sub-category, then manually vet each returned term by checking whether the actual top-ranked results for that term resemble the target product, judging ambiguous cross-shopping terms case by case.

When should I use Sealeap Hundun Amazon Competitor Asin Keyword Harvest?

Sealeap Hundun Amazon Competitor Asin Keyword Harvest fits situations like: 怎么找关键词、竞品反查关键词、关键词相关性怎么判断、变体多的产品关键词太少怎么办; tasks that involve Keyword research.

How do I install Sealeap Hundun Amazon Competitor Asin Keyword Harvest in Claude Code?

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

How do I install Sealeap Hundun Amazon Competitor Asin Keyword Harvest in Codex?

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

Can I use Sealeap Hundun Amazon Competitor Asin Keyword Harvest 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-hundun-amazon-competitor-asin-keyword-harvest -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-hundun-amazon-competitor-asin-keyword-harvest, .gemini/skills/sealeap-hundun-amazon-competitor-asin-keyword-harvest, .github/skills/sealeap-hundun-amazon-competitor-asin-keyword-harvest and .opencode/skills/sealeap-hundun-amazon-competitor-asin-keyword-harvest in your project.

What does Sealeap Hundun Amazon Competitor Asin Keyword Harvest need to run?

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

Does Sealeap Hundun Amazon Competitor Asin Keyword Harvest 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 Hundun Amazon Competitor Asin Keyword Harvest 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 Hundun Amazon Competitor Asin Keyword Harvest use?

Sealeap Hundun Amazon Competitor Asin Keyword Harvest 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 Hundun Amazon Competitor Asin Keyword Harvest use?

About 805 tokens (SKILL.md is roughly 3.2k 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 Hundun Amazon Competitor Asin Keyword Harvest?

Skills that share tags, products or a category with Sealeap Hundun Amazon Competitor Asin Keyword Harvest: 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 Hundun Amazon Competitor Asin Keyword Harvest?

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.