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Requires

What you need before running this pack. Miss one and it cannot do the work.

  • Python python3 runs on your machine — one command, and it does not touch your files
  • Report / exported CSV You export a CSV or JSON from the platform admin as the input

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What is included

  • ✓ kw-tier — kw-tier:关键词按购买意图分层
  • ✓ kw-negative — kw-negative:否定词候选清单
  • ✓ kw-plan — kw-plan:投词清单与建组方案

Who it is for

  • ✓ People who need steady output in a fixed scene (Operations / Sourcing)
  • ✓ You already have assets — you need structure
  • ✓ Want to set it up once and reuse it, instead of re-explaining every time

Not for

  • – Want full automation with no input at all
  • – One-off use, no reuse planned
  • – Platform-specific ad console actions (do those manually)
Try saying this

Use “关键词分层包” to make me Web pages — I will paste the input below.

Copy this line to your agent to start
  • Versionv0.1.0
  • Updated2026-10-24
  • OutputWeb pages

About this skill

把导出的关键词清单按购买意图分成核心/场景/属性/长尾/否定五层,再编成可照着建的广告组与否定词清单。三关离线、纯标准库、确定性输出;不读、不产、不估算搜索量。

Sample output

Real input → real output, unpolished
真实输出节选|examples/01-keywords-250-tiering/after/ad-groups.md Output
# 投词清单:SP-KW 建组方案

本文件由 kw-plan 从 `tiers.csv` + `negatives.csv` 生成,**同输入同输出**(没有随机数、没有时间戳),任何一个数字都能回到那两份 CSV 里数出来。

## 一、总览

| 层级 | 关键词数 | 广告组数 | 投放行数 | 匹配方式 |
|---|---|---|---|---|
| 核心词 core | 14 | 1 | 28 | exact、phrase |
| 场景词 scene | 46 | 9 | 46 | phrase |
| 属性词 attribute | 40 | 4 | 40 | phrase |
| 长尾词 longtail | 70 | 4 | 70 | broad |

合计 **18 个广告组、184 条投放行**(一个词给两种匹配方式就算两行,所以行数 > 词数)。

被剔除:分层阶段判为否定 76 个,否定词清单里又剔掉 11 个。剔除的没有进广告组,就是不该花钱的词。

## 二、广告组明细

### 核心(核心词,14 个词)

| 关键词 | 匹配方式 | 命中规则 | 分层依据 |
|---|---|---|---|
| 32 oz water bottle | exact、phrase | core-head | 只有品类名词,没有任何修饰词 |
| 30 oz water bottle | exact、phrase | core-head | 只有品类名词,没有任何修饰词 |
| 24 oz water bottle | exact、phrase | core-head | 只有品类名词,没有任何修饰词 |
| 40 oz water bottle | exact、phrase | core-head | 只有品类名词,没有任何修饰词 |
| water bottle 32 oz | exact、phrase | core-head | 只有品类名词,没有任何修饰词 |
| water flask | exact、phrase | core-hea
真实输出节选|examples/01-keywords-250-tiering/after/ad-keywords.csv Output
campaign,ad_group,keyword,match_type,tier,rule,signals,priority
SP-KW-核心,核心,32 oz water bottle,exact,core,core-head,,1
SP-KW-核心,核心,32 oz water bottle,phrase,core,core-head,,1
SP-KW-核心,核心,30 oz water bottle,exact,core,core-head,,1
SP-KW-核心,核心,30 oz water bottle,phrase,core,core-head,,1
SP-KW-核心,核心,24 oz water bottle,exact,core,core-head,,1
SP-KW-核心,核心,24 oz water bottle,phrase,core,core-head,,1
SP-KW-核心,核心,40 oz water bottle,exact,core,core-head,,1
SP-KW-核心,核心,40 oz water bottle,phrase,core,core-head,,1
SP-KW-核心,核心,water bottle 32 oz,exact,core,core-head,,1
SP-KW-核心,核心,water bottle 32 oz,phrase,core,core-head,,1
SP-KW-核心,核心,water flask,exact,core,core-head,,1
SP-KW-核心,核心,water flask,phrase,core,core-head,,1
SP-KW-核心,核心,steel water bottle,exact,core,core-noun,,1
SP-KW-核心,核心,steel water bottle,phrase,core,core-noun,,1
SP-KW-核心,核心,reusable water bottle,exact,core,core-noun,,1
SP-KW-核心,核心,reu

Install guide

One column per agent, each with a check that proves it installed. If the check fails, it is not installed.

Claude Code

Install to .claude/skills/keyword-tiers/
mkdir -p .claude/skills
unzip keyword-tiers.zip -d .claude/skills/

How to verify Open a new session and ask it to list the installed skills — seeing this pack's name means it worked.

For a global install, swap .claude/skills/ for ~/.claude/skills/ so every project of this user sees it.

Codex

Install to ~/.codex/skills/keyword-tiers/
mkdir -p ~/.codex/skills
unzip keyword-tiers.zip -d ~/.codex/skills/

How to verify Open a new codex session and ask it to list available skills — this pack showing up means it is live.

Codex only reads ~/.codex/skills/, not the project folder; on another machine you place it again.

Cursor

Install to .cursor/rules/keyword-tiers.mdc
mkdir -p .cursor/rules
cp keyword-tiers/SKILL.md .cursor/rules/keyword-tiers.mdc

How to verify In chat, @ that rule file and ask what the pack's first hard rule is — a correct answer means it loaded.

Cursor has no separate skills folder: rules belong to the project, so you place them again per project — the biggest difference from the other two.

If it will not installNot opening a terminal at all? Paste the whole SKILL.md into the chat. Same result, you just re-paste it each new session.

Full steps and common errors live in the pack's playbook.md; the guides section also has ordering and usage guides。

How to use

4 steps; the first run takes about 10 minutes
  1. 1
    开工前准备 | 要做 | 怎么做 | 为什么 | |---|---|---| | 留一份原始导出 | 后台导出 CSV 后,原文件单独存一份到桌面 | 后面所有产出都是新文件,但改词表时你可能想回到原始输入 | | 先跑样例 | 用 `examples/01-keywords-250-tiering/` 空跑一遍 | 第一次就上真店,分错了你会以为工具坏了 | | 填商品档案 | 复制 `skills/kw-tier/rules/product-profile.example.json` 成你自己的 | 分层全靠词表,词表不贴你的商品,分出来就是错的 | 目录约定(本文所有命令相对你放输入的那个目录):
  2. 2
    装配 **Claude Code**:复制到项目的 `.claude/skills/`(没有就先建目录)。 **Codex CLI**:复制到 `.codex/skills/`。 **没有 shell**:不用装。把 `skills/kw-tier/SKILL.md`、`skills/kw-negative/SKILL.md`、`skills/kw-plan/SKILL.md` 依次贴进对话,让它按里面的规则手工执行;脚本那几步退化成"按规则一条条判",产出你自己写进 CSV。 装完确认(一条动作):新开一个对话,问 **"列出你现在可用的 skills"**,应看到 `kw-tier`、`kw-negative`、`kw-plan`。看不到就是位置不对,见第 4 节第 1 条。
  3. 3
    触发顺序 三关有先后,原因不是习惯: 1. **先 `kw-tier`**:它产出 `tiers.csv`,后面两关都要用它的 `tier` 列。反着做会怎样:跳过分层直接建组,那你得到的还是一张"词表",不是"五层",分层依据也就没有了。 2. **再 `kw-negative`**:它是第二道筛子。分层只能按词表判"这个词属于哪一层",判不了"这个词在**你的报告里**花了钱没出单"——后者只有报告数据能给。反着做会怎样:只用分层,`bpa free water bottle` 这种词会留在属性层照投,实际上它 7 次点击 0 单。 3. **最后 `kw-plan`**:它要把前两关的结果**同时**吃进去,剔除否定词、按层建组。前两关没跑就执行它,它会直接报"tiers.csv 是空的或读不到"。 你原话可以直接
  4. 4
    每一步的输入与输出 ### 第 1 关 kw-tier(样例实测 0.06 秒 / 257 个词) | 项 | 内容 | |---|---| | 输入 | 关键词 CSV(`Keyword` / `关键词` / `Customer Search Term` 列都认)+ 商品档案 JSON | | 命令 | `python3 skills/kw-tier/scripts/tier.py --input before/keywords.csv --product before/product.json --out after/tiers.csv` | | 中间产物 | 无(单步) | | 输出 | `after/tiers.csv`,列 `keyword,tier,rule,signals,words,reason` | | 验收 |

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Changelog

Updates are free while subscribed; a buyout includes later versions of this skill
v0.1.0 2026-10-24 按包内 manifest.json 上架

How to buy

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Monthly

¥39 / mo

Try it for a month first

  • ✓ “关键词分层包” — all files, samples and install instructions
  • ✓ Every skill unlocked while subscribed (including new releases)
  • ✓ Commercial licence: client work allowed, unlimited deliveries
  • ✓ Version updates pushed automatically, no repurchase
  • ✓ 1:1 support on Telegram, replies within 12 hours on business days
  • ✓ Cancel anytime, no next-period charge
Save 36% Most popular

Yearly

¥299 / yr

Pay for a year; prices are never converted to a monthly figure.

  • ✓ “关键词分层包” — all files, samples and install instructions
  • ✓ Every skill unlocked while subscribed (including new releases)
  • ✓ Commercial licence: client work allowed, unlimited deliveries
  • ✓ Version updates pushed automatically, no repurchase
  • ✓ 1:1 support on Telegram, replies within 12 hours on business days
  • ✓ Cancel anytime, no next-period charge
One payment · founder price Founder price

Lifetime

¥899 / one-time

The founder price rises as the skill library grows.

  • ✓ “关键词分层包” — all files, samples and install instructions
  • ✓ Every skill unlocked while subscribed (including new releases)
  • ✓ Commercial licence: client work allowed, unlimited deliveries
  • ✓ Version updates pushed automatically, no repurchase
  • ✓ 1:1 support on Telegram, replies within 12 hours on business days
  • ✓ No subscription or renewals — one payment, forever

No price conversion: yearly plans only show the saving, never a per-month figure. A buyout is one payment with no renewals.

FAQ

How do I install it into my agent?
Unzip the ZIP inside your project and put the folder into your agent skills directory (Claude Code: .claude/skills/, Codex: ~/.codex/skills/), then restart the session.
What does it depend on?
Just an agent that can read files. For images or video, connect your own generation tool; the skill ships with parameter templates.
Can I get a refund?
No no-reason refunds after digital delivery. If files are missing or broken, we verify within 48 hours and replace or refund.