sealeap-suanni-amazon-first-mile-quote-compare SKILL.md skillA

sealeap-suanni-amazon-first-mile-quote-compare 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-first-mile-quote-compare@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-first-mile-quote-compare/SKILL.md
Versions recorded
1
Latest version
git:20260915.1f57a2a, committed Sep 15, 2026
Size
5,606 bytes
Repository stars
324
License
MIT

Normalise freight-forwarder quotes for FBA inbound shipments into a per-unit first-mile cost by applying each channel's own chargeable-weight rule, surcharges, duty treatment and last-mile delivery type, then rank channels on cost, transit time and reliability. Use for 头程物流成本怎么算、货代报价怎么比、体积重除数、包税不包税、卡派快递派、海运空运选哪个、一箱运费多少. Do not use to prepare customs declarations or to decide declared values; those follow destination-country customs rules and a licensed broker.

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 头程物流报价比价

## 目标

Normalise freight-forwarder quotes for FBA inbound shipments into a per-unit first-mile cost by applying each channel's own chargeable-weight rule, surcharges, duty treatment and last-mile delivery type, then rank channels on cost, transit time and reliability.

## 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。
- 来源中的体积重除数、单价、附加费与税率均为某一时期某一货代的报价,仅用于说明算法;实际比价以当前报价表和货代书面确认为准。
- 来源提到目的国申报价值可按采购价的一定比例低报以降低税费,这是海关合规风险,不采用;申报价值按目的国海关规则如实申报,税率以货代或报关行确认为准。
- 海运比空运单位成本低、卡车派送比快递派送便宜是一般倾向,但要结合备货周期、资金占用与断货风险判断,不能只看单价。
- 不同货代的计费重、税费、附加费口径不一致,比价前先统一口径;报价缺项时标 NEEDS_EVIDENCE,不得用平均值补。

## 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、ASIN/SKU、库存阶段、补货与到仓时间
- 断货或备货前后的销量、流量、广告、自然位置和转化基线
- COGS、头程、仓储、平台费、退货和清仓成本
- 可比产品的成熟度、销量区间和需求趋势

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-first-mile-quote-compare@sha256:6d427d974df27896

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_7utigzxdoapmwnln.svg)](https://markdownregistry.com/a/art_7utigzxdoapmwnln)

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 5,606 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 (5606 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_7utigzxdoapmwnln
GET https://markdownregistry.com/api/v1/resolve?ref=xjli360/sealeap-amazon-skills/sealeap-suanni-amazon-first-mile-quote-compare
GET https://markdownregistry.com/api/v1/blob/6d427d974df27896030878ed1dff15378026632145d54ce86beac8aea492e9a7

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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