Agent skill

Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder

by xjli360 in xjli360/sealeap-amazon-skills

Structure Sponsored Products as a three-tier keyword pipeline (auto campaign for discovery, manual broad for testing candidate terms, manual exact for harvested converters) with the break-even ACOS…

MITAuto-check passedMarketing & SEO

Install Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder

skills CLI
$ npx skills add xjli360/sealeap-amazon-skills --skill sealeap-chongming-amazon-ppc-auto-broad-exact-ladder -a claude-code

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

GitHub CLI
$ gh skill install xjli360/sealeap-amazon-skills sealeap-chongming-amazon-ppc-auto-broad-exact-ladder --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/chongming/sealeap-chongming-amazon-ppc-auto-broad-exact-ladder .claude/skills/sealeap-chongming-amazon-ppc-auto-broad-exact-ladder && 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-chongming-amazon-ppc-auto-broad-exact-ladder
GitHub stars
251
Token cost
~900 tokens
SKILL.md length
206 words
Files
5 (incl. scripts, references)
Skills in repo
179
Repo updated
First seen
Licence
MIT

At a glance

Structure Sponsored Products as a three-tier keyword pipeline (auto campaign for discovery, manual broad for testing candidate terms, manual exact for harvested converters) with the break-even ACOS…

  • 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。 → …
  • 新品广告怎么搭、自动广告跑出来的词怎么用、广泛匹配测词、精准匹配收口、否定词标准、竞价怎么起步、预算怎么加
  • 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 Chongming Amazon Ppc Auto Broad Exact Ladder is an agent skill from xjli360/sealeap-amazon-skills. Structure Sponsored Products as a three-tier keyword pipeline (auto campaign for discovery, manual broad for testing candidate terms, manual exact for harvested converters) with the break-even ACOS derived from the product's own margin as the promotion and negation rule, weekly search-term migration, and stepwise bid and budget changes read back against account data. Keeps every threshold calibrated to the current account instead of fixed numbers. Use for 新品广告怎么搭、自动广告跑出来的词怎么用、广泛匹配测词、精准匹配收口、否定词标准、竞价怎么起步、预算怎么加. Do…

Its SKILL.md is about 900 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 Paid advertising. 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

  • 新品广告怎么搭、自动广告跑出来的词怎么用、广泛匹配测词、精准匹配收口、否定词标准、竞价怎么起步、预算怎么加
  • Negatives on a live account without approval
  • Apply another accounts ACOS threshold

Example prompts

  • “/sealeap-chongming-amazon-ppc-auto-broad-exact-ladder”

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 Chongming Amazon Ppc Auto Broad Exact Ladder loads about 900 tokens when it runs, and up to ~3.5k if it reads all its reference files. Until then it costs about 174 tokens; SKILL.md has 206 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~174
When it runs · the whole SKILL.md, loaded when a task matches
~900
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.5k

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). 206 words, ~900 tokens.

Download SKILL.mdSave it as .claude/skills/sealeap-chongming-amazon-ppc-auto-broad-exact-ladder/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
sealeap-chongming-amazon-ppc-auto-broad-exact-ladder
description
Structure Sponsored Products as a three-tier keyword pipeline (auto campaign for discovery, manual broad for testing candidate terms, manual exact for harvested converters) with the break-even ACOS derived from the product's own margin as the promotion and negation rule, weekly search-term migration, and stepwise bid and budget changes read back against account data. Keeps every threshold calibrated to the current account instead of fixed numbers. Use for 新品广告怎么搭、自动广告跑出来的词怎么用、广泛匹配测词、精准匹配收口、否定词标准、竞价怎么起步、预算怎么加. Do not use to change bids, budgets or negatives on a live account without approval, or to apply another account's ACOS threshold.

Amazon PPC 自动到精准三级递进

目标

Structure Sponsored Products as a three-tier keyword pipeline (auto campaign for discovery, manual broad for testing candidate terms, manual exact for harvested converters) with the break-even ACOS derived from the product's own margin as the promotion and negation rule, weekly search-term migration, and stepwise bid and budget changes read back against account data. Keeps every threshold calibrated to the current account instead of fixed numbers.

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。
  • 来源的盈亏平衡 ACOS 举例、起始竞价区间、建议竞价加价幅度、观察天数与日预算数值均为经验值,本 Skill 不保留;以当前账户毛利率、竞价建议与曝光回读校准。
  • “搜索词 ACOS 高于毛利率就否定”需要足够点击样本,否则会误否定;样本不足的词先降价观察而非直接否定。
  • 来源不使用词组匹配并认为广泛匹配可覆盖其范围,这是个人偏好;匹配类型的覆盖差异随平台规则变化,按本账户测试数据决定。
  • 来源提及用远程桌面在一台电脑管理多个账号,涉及账号关联规避,本 Skill 不采用、不转译。

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、店铺、ASIN/SKU、广告类型和目标
  • 同口径的 Campaign、Targeting、Search Term、Placement 与 Advertised Product 报告
  • 售价、优惠、COGS、Amazon 费用、退款与目标贡献利润
  • 库存、Buy Box、Listing、评论和同期市场事件

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. 先用官方收益计算器按当前费率与自有采购/头程报价算出单品毛利率;把毛利率作为盈亏平衡 ACOS 上限,并另设一条低于上限的目标 ACOS 作为好词判定线。
  2. 启动自动广告前确认 Listing 已有合规渠道获得的基础评论与完整图文;自动广告用较低起始竞价、动态竞价只降低、固定日预算;启动后隔日回读曝光,曝光不足时按小步幅上调竞价直至有稳定曝光。
  3. 让自动广告跑满一个观察窗(以积累足够点击为准,不以固定天数为准)后下载搜索词报告;ACOS 高于盈亏平衡线且点击达样本量的搜索词加否定,低于目标 ACOS 且有订单的搜索词记入好词表。
  4. 建手动广泛匹配广告作为测词层:词源 = 自动广告好词 + 系统建议词 + 主词表(按搜索量代理数据排序后分批投放);竞价在建议竞价基础上小幅上浮,每周换一批待测词,同样按报告否定与收集。
  5. 建手动精准匹配广告作为收口层:只放已在自动/广泛层验证出单且 ACOS 达标的搜索词,竞价可高于建议竞价并高于测词层;每周把新验证的好词迁入,并在测词层对已迁词加精准否定避免内部竞争。
  6. 预算与状态维护:精准层预算随利润按小步幅上调;自动广告在 ACOS 持续高于盈亏平衡线且不再产出新词时暂停,仍在贡献新词且 ACOS 可接受时保留;词组匹配是否加入按本账户测试决定。
  7. 每周固定复盘三层各自的花费、订单、ACOS、迁移词数与否定词数;任何竞价/预算/否定变更先写对象、旧值、新值、预期与回退值,待批准后执行并回读。

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:获取关键词搜索量代理数据用于构建并分批投放主词表。

  • 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

  • 盈亏平衡 ACOS 与目标 ACOS 计算表(按当前费率)
  • 三层广告结构与词源分配表
  • 每周搜索词迁移与否定清单
  • 竞价/预算变更草案(对象、旧值、新值、回退)
  • 三层周复盘记录
  • 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/chongming/sealeap-chongming-amazon-ppc-auto-broad-exact-ladder 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 Chongming Amazon Ppc Auto Broad Exact Ladder

What does Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder do?

Structure Sponsored Products as a three-tier keyword pipeline (auto campaign for discovery, manual broad for testing candidate terms, manual exact for harvested converters) with the break-even ACOS…. Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder is an agent skill from xjli360/sealeap-amazon-skills. Structure Sponsored Products as a three-tier keyword pipeline (auto campaign for discovery, manual broad for testing candidate terms, manual exact for harvested converters) with the break-even ACOS derived from the product's own margin as the promotion and negation rule, weekly search-term migration, and stepwise bid and budget changes read back against account data.

When should I use Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder?

Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder fits situations like: 新品广告怎么搭、自动广告跑出来的词怎么用、广泛匹配测词、精准匹配收口、否定词标准、竞价怎么起步、预算怎么加; negatives on a live account without approval; apply another accounts ACOS threshold.

How do I install Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder in Claude Code?

Run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-chongming-amazon-ppc-auto-broad-exact-ladder -a claude-code`. Or copy the skill folder (amazon-skills/bilibili/chongming/sealeap-chongming-amazon-ppc-auto-broad-exact-ladder in xjli360/sealeap-amazon-skills) into .claude/skills/sealeap-chongming-amazon-ppc-auto-broad-exact-ladder in your project. Claude Code loads it when a task matches its description.

How do I install Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder in Codex?

Run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-chongming-amazon-ppc-auto-broad-exact-ladder -a codex`. Or copy the skill folder (amazon-skills/bilibili/chongming/sealeap-chongming-amazon-ppc-auto-broad-exact-ladder in xjli360/sealeap-amazon-skills) into .agents/skills/sealeap-chongming-amazon-ppc-auto-broad-exact-ladder in your project. Codex loads it when a task matches its description.

Can I use Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder 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-chongming-amazon-ppc-auto-broad-exact-ladder -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-chongming-amazon-ppc-auto-broad-exact-ladder, .gemini/skills/sealeap-chongming-amazon-ppc-auto-broad-exact-ladder, .github/skills/sealeap-chongming-amazon-ppc-auto-broad-exact-ladder and .opencode/skills/sealeap-chongming-amazon-ppc-auto-broad-exact-ladder in your project.

What does Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder need to run?

Going by SKILL.md and its folder, Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder 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 Chongming Amazon Ppc Auto Broad Exact Ladder 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 Chongming Amazon Ppc Auto Broad Exact Ladder use?

Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder 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 Chongming Amazon Ppc Auto Broad Exact Ladder use?

About 900 tokens (SKILL.md is roughly 3.6k 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 2.6k tokens, read only when the agent opens those files.

What are the alternatives to Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder?

Skills that share tags, products or a category with Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder: Ad Creative (LeoYeAI/openclaw-marketing-skills, 1k stars), Blog Google (AgriciDaniel/claude-blog, 2.3k stars), Ad Account Auditor (aaron-he-zhu/aaron-marketing-skills, 2.9k stars) and Ad Creative Builder (aaron-he-zhu/aaron-marketing-skills, 2.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sealeap Chongming Amazon Ppc Auto Broad Exact Ladder?

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.