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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

  • ✓ review-triage — review-triage:差评先分类,再决定动不动手
  • ✓ removal-pack — removal-pack:把"该删 / 该回"写成能提交的原话
  • ✓ odr-calc — odr-calc:ODR 到底有多危险,能吃几条

Who it is for

  • ✓ People who need steady output in a fixed scene (Customer support / Operations)
  • ✓ 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 “差评与 ODR 处理包” 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 Feedback / 商品评论 / A-to-Z 分成「可删 / 恶意 / 真实 / 不可删」,写出能直接提交的英文删除请求与中英回复草稿,再算出这一条会不会把 ODR 顶破、要多少零缺陷订单才拉得回来。三关离线、纯标准库、数字可复算。

Sample output

Real input → real output, unpolished
真实输出节选|examples/01-malicious-feedback-removal/after/prevention-checklist.md Output
# 预防清单:把下一次缺陷挡在发生之前

> 本清单由 odr-calc 从 `orders.csv` 的缺陷构成 + `review-triage.csv` 的评价形态生成。
> **ODR 是平台口径**,本清单只降低触发概率,不承诺指标变化。

## 0. 当前账面

| 窗口 | 订单数 | 缺陷数 | ODR | 允许缺陷上限 | 还能吃几条 | 状态 |
|---|---|---|---|---|---|---|
| 2026-08-01 ~ 2026-09-29 | 1842 | 9 | 0.489% | 18 | 9 | 安全 |
| 2026-09-01 ~ 2026-10-30 | 1976 | 12 | 0.607% | 19 | 7 | 观察 |

最新窗口 `2026-09-01 ~ 2026-10-30`:12 条缺陷 / 1976 单 = **0.607%**;阈值 1.0%,允许上限 19 条,**再加 7 条就破线**。

缺陷构成(2 个窗口合计):负面 Feedback 14 条、A-to-Z 索赔 5 条、拒付 2 条。

## 1. 本周先做三件事

1. 先压住占比最高的那一类:负面 Feedback(14 条)。下面的分节里有具体动作。
2. 把这几类评价形态写回 listing / 包装 / 客服话术:运输破损 / 包装不足。
3. 本批有 3 条依据充分的 Feedback 可提交删除,先提交再谈别的(结果不影响你的动作顺序)。

## 2. 负面 Feedback 侧

- 把 1–2 星 Feedback 全部过一遍 `review-triage`:**可删的提交、恶意件留证、真实的回复**,不要混着处理。
- 发货后第 3 天发一次站内信(物流状态 + 使用提示),只写事实、不要求评价——多数差评来自『没人回应』而不是产品。
- 回复模板里不要出现补偿承诺与改评价字样:一次违规回复会把一条差评变成一个账号问题。

## 3. A-to-Z 侧

- 把每条 A-to-Z 按原因归类:未收到 / 与描述不符 / 破损
真实输出节选|examples/01-malicious-feedback-removal/after/odr-calc.csv Output
scenario,period_start,period_end,window_orders,defect_feedback,defect_az,defect_chargeback,defects,odr_pct,threshold_pct,max_defects,headroom,per_defect_pp,dilution_orders,status,note
base,2026-08-01,2026-09-29,1842,6,2,1,9,0.489,1.0,18,9,0.0543,0,safe,
remove_3_removable,2026-08-01,2026-09-29,1842,3,2,1,6,0.326,1.0,18,12,0.0543,0,safe,假设这 3 条依据充分的 Feedback 被删除(uncertain 的不计;商品评论本就不在 ODR 口径里)
base,2026-09-01,2026-10-30,1976,8,3,1,12,0.607,1.0,19,7,0.0506,0,watch,
remove_3_removable,2026-09-01,2026-10-30,1976,5,3,1,9,0.455,1.0,19,10,0.0506,0,safe,假设这 3 条依据充分的 Feedback 被删除(uncertain 的不计;商品评论本就不在 ODR 口径里)

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/review-odr/
mkdir -p .claude/skills
unzip review-odr.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/review-odr/
mkdir -p ~/.codex/skills
unzip review-odr.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/review-odr.mdc
mkdir -p .cursor/rules
cp review-odr/SKILL.md .cursor/rules/review-odr.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 | |---|---|---| | 备份原始表 | 后台导出后,把原文件单独存一份到桌面 | 后面会改列名,改坏了能退回 | | 只拿最近 30 天的评价先试 | Feedback 报表按日期筛,先 5–20 条 | 全量跑出来的清单你会看不完 | | 补齐能查到的订单事实 | 订单页抄妥投日、承运商、单号、退款日;站内信条数 | 脚本不会编事实,缺了会写「缺件」,提交前还是得补 | | 记下窗口数字 | Account Health 里订单数、负面 Feedback、A-to-Z、拒付四个数 | 第 3 关要用;不填就只能空跑样例 | 目录约定(本文所有命令都相对**样例目录**;换成自己的数据时,把 `before/` 换成你自己的文件):
  2. 2
    装配 **Claude Code**:复制到项目的 `.claude/skills/`(没有这个目录就先建)。 **Codex CLI**:复制到 `.codex/skills/`。 **没有 shell**:不用装。把 `skills/review-triage/SKILL.md`、`skills/removal-pack/SKILL.md`、`skills/odr-calc/SKILL.md` 依次贴进对话,让它按里面的规则手工执行(脚本那几步退化成口头执行,产出自己写进 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 `review-triage`、`removal-pack`、`odr-calc`。看不到就是位置不对,见第 4 节第 1 条。
  3. 3
    触发顺序 三关必须按顺序,原因不是习惯: 1. **先 `review-triage`,再 `removal-pack`**:因为第二关只认第一关的 `can_remove` / `removal_lane` / `subtype`。反着做会怎样:`removal-pack` 读不到分类结果,直接报「缺少列」,或者你手工挑了几条去写删除请求,把"真实投诉"也一起提交了——那是一条注定被驳回的申请,还浪费一次提交机会。 2. **先 `review-triage`,再 `odr-calc`**:因为 ODR 只算"计入缺陷"的负面 Feedback 与 A-to-Z(商品评论不进 ODR 口径)。反着做会怎样:把 4 条评论也算进"删掉就能降 ODR",你会以为删评论有用,实际数字一动不动。 3. **`removal-p
  4. 4
    每一步的输入与输出 ### 第 1 关 review-triage | 项 | 内容 | |---|---| | 输入 | `before/cases.csv`,必需列 `case_id,platform,kind,order_id,rating,case_date,text`;建议补 `fulfillment,delivered_date,refund_date,refund_amount,order_total,carrier,tracking,buyer_msg_count` | | 命令 | `python3 skills/review-triage/scripts/triage.py --input before/cases.csv --out after/review-triage.csv` | | 中间产物 | 无(

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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

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Monthly

¥39 / mo

Try it for a month first

  • ✓ “差评与 ODR 处理包” — 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
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Yearly

¥299 / yr

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

  • ✓ “差评与 ODR 处理包” — 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.

  • ✓ “差评与 ODR 处理包” — 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.