sealeap-suanni-amazon-unit-profit-breakeven SKILL.md skillA

sealeap-suanni-amazon-unit-profit-breakeven from xjli360/sealeap-amazon-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add xjli360/sealeap-amazon-skills/sealeap-suanni-amazon-unit-profit-breakeven@git:20260915.1f57a2a

Pins git:20260915.1f57a2a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
xjli360/sealeap-amazon-skills
Path
amazon-skills/bilibili/suanni/sealeap-suanni-amazon-unit-profit-breakeven/SKILL.md
Versions recorded
1
Latest version
git:20260915.1f57a2a, committed Sep 15, 2026
Size
6,377 bytes
Repository stars
324
License
MIT

Build a per-unit profit model for an FBA product from selling price, sourcing cost, first-mile cost, fulfilment fee, referral fee and other fees, and derive gross margin, net payout and the break-even price under alternative logistics routes. Use for 一单能赚多少、利润怎么算、保本价、盈亏平衡价、毛利率、店铺回款、海运空运利润对比、最多能降到多少钱. Do not use to set final prices or promotions without current fee schedules and verified cost inputs.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Amazon FBA 单品利润与保本价测算

## 目标

Build a per-unit profit model for an FBA product from selling price, sourcing cost, first-mile cost, fulfilment fee, referral fee and other fees, and derive gross margin, net payout and the break-even price under alternative logistics routes.

## 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。
- 来源使用的类目佣金比例、汇率、配送费与头程单价都是示例数值,正式测算以当前站点费率表、类目佣金表和实际报价为准。
- “首批小批量仓储费可忽略、不打广告就没有广告费”是简化假设,只适合首单可行性测算;正式经营模型必须计入广告、仓储、退货与促销折扣。
- 保本价只覆盖已列出的成本项,未列项(退货、广告、超龄库存、汇兑损失)会让真实盈亏点高于计算值;以当前账户的实际费用结构校准。
- 只在 marketplace、币种、时间窗一致时比较不同方案;不同来源的成本口径冲突时保留各自口径并说明,不取平均。

## 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

- 目标 marketplace、类目、价格带、上架时间与运营模式
- 候选品与同购买意图可比样本的销量、评论、价格和上架时间
- 关键词需求、历史趋势、广告依赖、同款密度和品牌集中度
- 采购、头程、平台费、退货、仓储、交期和合规/IP 基础信息

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
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add xjli360/sealeap-amazon-skills/sealeap-suanni-amazon-unit-profit-breakeven@sha256:866f44fbd2b8ca12

The line at the top of this page pins the label git:20260915.1f57a2a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ocu7hzzt4bnfu2dc.svg)](https://markdownregistry.com/a/art_ocu7hzzt4bnfu2dc)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Sep 15, 2026.

versioncommittedcommitsizeaudit
git:20260915.1f57a2a latest2026-09-15 1f57a2a 6,377 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6377 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

xjli360/sealeap-amazon-skills · 324 stars · license MIT · pushed 2026-10-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ocu7hzzt4bnfu2dc
GET https://markdownregistry.com/api/v1/resolve?ref=xjli360/sealeap-amazon-skills/sealeap-suanni-amazon-unit-profit-breakeven
GET https://markdownregistry.com/api/v1/blob/866f44fbd2b8ca120c8202bd4a4acfb597801045dcdf5c400cad33ef2f8db501

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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