Agent skill

Sealeap Luduan Amazon Listing Keyword Pool Build

by xjli360 in xjli360/sealeap-amazon-skills

Build a tiered keyword material sheet for a new Amazon listing by harvesting competitor titles, bullets and reverse-ASIN traffic terms, de-duplicating and ranking them, hand-tagging core…

MITAuto-check passedMarketing & SEO

Install Sealeap Luduan Amazon Listing Keyword Pool Build

skills CLI
$ npx skills add xjli360/sealeap-amazon-skills --skill sealeap-luduan-amazon-listing-keyword-pool-build -a claude-code

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

GitHub CLI
$ gh skill install xjli360/sealeap-amazon-skills sealeap-luduan-amazon-listing-keyword-pool-build --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/luduan/sealeap-luduan-amazon-listing-keyword-pool-build .claude/skills/sealeap-luduan-amazon-listing-keyword-pool-build && 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-luduan-amazon-listing-keyword-pool-build
GitHub stars
251
Token cost
~930 tokens
SKILL.md length
177 words
Files
5 (incl. scripts, references)
Skills in repo
179
Repo updated
First seen
Licence
MIT

At a glance

Build a tiered keyword material sheet for a new Amazon listing by harvesting competitor titles, bullets and reverse-ASIN traffic terms, de-duplicating and ranking them, hand-tagging core…

  • 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。 → …
  • 新品关键词怎么找、竞品反查关键词整理、核心词周边词长尾词分层、写 Listing 前的词表、五点卖点词汇整理、Search Term 备选词
  • 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 Luduan Amazon Listing Keyword Pool Build is an agent skill from xjli360/sealeap-amazon-skills. Build a tiered keyword material sheet for a new Amazon listing by harvesting competitor titles, bullets and reverse-ASIN traffic terms, de-duplicating and ranking them, hand-tagging core, peripheral, same-audience and misleading terms, then expanding core terms into relevant long-tails with search and purchase metrics. Outputs evidence-backed material tables, not a finished listing or a claim about how Amazon matches queries. Use for 新品关键词怎么找、竞品反查关键词整理、核心词周边词长尾词分层、写 Listing 前的词表、五点卖点词汇整理、Search Term 备选词. Do not…

Its SKILL.md is about 930 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. 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

  • 新品关键词怎么找、竞品反查关键词整理、核心词周边词长尾词分层、写 Listing 前的词表、五点卖点词汇整理、Search Term 备选词
  • Overwrite live listing fields
  • Treat any third-party search volume as Amazon first-party data

Example prompts

  • “/sealeap-luduan-amazon-listing-keyword-pool-build”

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 Luduan Amazon Listing Keyword Pool Build loads about 930 tokens when it runs, and up to ~3.7k if it reads all its reference files. Until then it costs about 171 tokens; SKILL.md has 177 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~171
When it runs · the whole SKILL.md, loaded when a task matches
~930
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.7k

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). 177 words, ~930 tokens.

Download SKILL.mdSave it as .claude/skills/sealeap-luduan-amazon-listing-keyword-pool-build/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
sealeap-luduan-amazon-listing-keyword-pool-build
description
Build a tiered keyword material sheet for a new Amazon listing by harvesting competitor titles, bullets and reverse-ASIN traffic terms, de-duplicating and ranking them, hand-tagging core, peripheral, same-audience and misleading terms, then expanding core terms into relevant long-tails with search and purchase metrics. Outputs evidence-backed material tables, not a finished listing or a claim about how Amazon matches queries. Use for 新品关键词怎么找、竞品反查关键词整理、核心词周边词长尾词分层、写 Listing 前的词表、五点卖点词汇整理、Search Term 备选词. Do not use to write or overwrite live listing fields, or to treat any third-party search volume as Amazon first-party data.

Amazon Listing 关键词素材库搭建

目标

Build a tiered keyword material sheet for a new Amazon listing by harvesting competitor titles, bullets and reverse-ASIN traffic terms, de-duplicating and ranking them, hand-tagging core, peripheral, same-audience and misleading terms, then expanding core terms into relevant long-tails with search and purchase metrics. Outputs evidence-backed material tables, not a finished listing or a claim about how Amazon matches queries.

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。
  • 来源把“单数搜索量高于复数”“竞品流量词里出现无关词是算法按相似度匹配”当作结论;本 Skill 只记为待验证假设,词形取舍以当前站点的第三方数据与自身搜索词报告校准。
  • 来源建议把常见拼写错误词放进 Search Term;这与当前后台 Search Term 规范可能冲突,先核对当前字段规则,且不得占用核心词位置。
  • 来源提到部分类目转化率很高、低搜索量词也值得做,这是经验判断;任何词的价值以上线后搜索词报告的点击与转化为准,不用搜索量单一指标下结论。
  • 第三方工具的搜索量、购买量、类目归属均为估算,不同工具口径不能混表;工具不可用或额度不足时记录缺口并停止,不伪造数据。

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. 先定产品事实与站点语言:产品是什么、给谁用、核心属性(规格层级/材质/安装方式/尺寸等)、目标站点;语言基础弱时准备翻译工具,但词表的取舍仍要人工逐条过。
  2. 选竞品参照物:按自身体量定样本,中大卖看销量领先的 Listing,小卖优先评价数少但销量尚可的 Listing;样本数量以当前类目校准,来源经验值仅作参考。不刻意回避竞品已用词,此阶段目标是“找对词”而不是“找没人用的词”。
  3. 逐个收集三类素材到三张表:标题表、五点表、流量词表(第三方反查工具导出的竞品流量词);流量词表按“关键词/月搜索量/所属类目/月购买量/旺季时间”字段并表,先去重再按搜索量降序,删除无搜索量的词。
  4. 人工打标:高度匹配本品的标为核心词;受众相同但指代相邻产品的词与非精准但可用于 Search Term 的词标为周边词;语义指向其他物品的高搜索词(易误导)排除并写明原因;颜色/尺寸/场景修饰词与拼写变体单独记录。低搜索量的尾部也要翻,常能发现表达方式差异(同义写法、单复数、地点词)。
  5. 用部分核心词到第三方工具做相关词扩展,导出后按所属类目过滤掉明显无关类目,剔除旺季明显属于过去某一年的一次性词与月购买量为零的词;不用商品数、点击集中度、购买率做筛选依据,它们回答的是竞争问题而不是相关性问题。
  6. 把核心词与周边词上传到第三方工具补齐指标(搜索量、购买量、旺季),与长尾表合并成最终素材表;核心加周边控制在可管理规模,长尾保留数百量级,具体以当前类目校准,来源经验值仅作参考。
  7. 归纳竞品五点的常见卖点词组(如规格层级、安装方式、材质、易安装、尺寸标注方式、省空间、耐用等,按类目替换)与标题结构(品牌/工艺词/形容词/名词/尺寸/颜色的排列方式)作为写作参考;不理解的行业术语查证后再用,不随意拆改竞品可读的词组。

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:获取竞品的反查流量词、相关词扩展及搜索量/购买量估算,作为词表整理的第三方代理证据。

  • 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

  • 竞品参照物清单(选择理由与体量口径)
  • 三张原始素材表(标题/五点/流量词)
  • 核心词表与周边词表(含打标理由与指标)
  • 高相关长尾词表(按类目与购买量过滤)
  • 竞品卖点词组与标题结构归纳
  • 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/luduan/sealeap-luduan-amazon-listing-keyword-pool-build 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 Luduan Amazon Listing Keyword Pool Build

What does Sealeap Luduan Amazon Listing Keyword Pool Build do?

Build a tiered keyword material sheet for a new Amazon listing by harvesting competitor titles, bullets and reverse-ASIN traffic terms, de-duplicating and ranking them, hand-tagging core…. Sealeap Luduan Amazon Listing Keyword Pool Build is an agent skill from xjli360/sealeap-amazon-skills. Build a tiered keyword material sheet for a new Amazon listing by harvesting competitor titles, bullets and reverse-ASIN traffic terms, de-duplicating and ranking them, hand-tagging core, peripheral, same-audience and misleading terms, then expanding core terms into relevant long-tails with search and purchase metrics.

When should I use Sealeap Luduan Amazon Listing Keyword Pool Build?

Sealeap Luduan Amazon Listing Keyword Pool Build fits situations like: 新品关键词怎么找、竞品反查关键词整理、核心词周边词长尾词分层、写 Listing 前的词表、五点卖点词汇整理、Search Term 备选词; overwrite live listing fields; treat any third-party search volume as Amazon first-party data.

How do I install Sealeap Luduan Amazon Listing Keyword Pool Build in Claude Code?

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

How do I install Sealeap Luduan Amazon Listing Keyword Pool Build in Codex?

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

Can I use Sealeap Luduan Amazon Listing Keyword Pool Build 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-luduan-amazon-listing-keyword-pool-build -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-luduan-amazon-listing-keyword-pool-build, .gemini/skills/sealeap-luduan-amazon-listing-keyword-pool-build, .github/skills/sealeap-luduan-amazon-listing-keyword-pool-build and .opencode/skills/sealeap-luduan-amazon-listing-keyword-pool-build in your project.

What does Sealeap Luduan Amazon Listing Keyword Pool Build need to run?

Going by SKILL.md and its folder, Sealeap Luduan Amazon Listing Keyword Pool Build needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Sealeap Luduan Amazon Listing Keyword Pool Build 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 Luduan Amazon Listing Keyword Pool Build 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 Luduan Amazon Listing Keyword Pool Build use?

Sealeap Luduan Amazon Listing Keyword Pool Build 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 Luduan Amazon Listing Keyword Pool Build use?

About 930 tokens (SKILL.md is roughly 3.7k 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 2.7k tokens, read only when the agent opens those files.

What are the alternatives to Sealeap Luduan Amazon Listing Keyword Pool Build?

Skills that share tags, products or a category with Sealeap Luduan Amazon Listing Keyword Pool Build: SEO Keyword Clustering (AgriciDaniel/claude-seo, 19k stars), Evaluate Skill (every-app/open-seo, 23k stars), SEO Content Brief Generator (AgriciDaniel/claude-seo, 19k stars) and Blog Google (AgriciDaniel/claude-blog, 2.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sealeap Luduan Amazon Listing Keyword Pool Build?

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.