sealeap-hundun-amazon-main-image-whitebg-production SKILL.md skillA

sealeap-hundun-amazon-main-image-whitebg-production 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-hundun-amazon-main-image-whitebg-production@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/hundun/sealeap-hundun-amazon-main-image-whitebg-production/SKILL.md
Versions recorded
1
Latest version
git:20260915.1f57a2a, committed Sep 15, 2026
Size
6,171 bytes
Repository stars
324
License
MIT

Verify current Amazon main-image compliance requirements (pixel size, product-fill ratio, pure white background, prohibited badges or watermarks) and turn a sourced product photo into a compliant white-background main image through a repeatable cutout, resize and export workflow, then diagnose non-display issues via the seller backend's image-issue checks. Use for 主图不显示怎么排查、白底图怎么判断是不是纯白、供应商图片能不能直接用、抠图方式怎么选、主图导出格式与大小要求. Do not use to add platform badges, recommendation labels or watermarks…

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 主图白底图合规制作

## 目标

Verify current Amazon main-image compliance requirements (pixel size, product-fill ratio, pure white background, prohibited badges or watermarks) and turn a sourced product photo into a compliant white-background main image through a repeatable cutout, resize and export workflow, then diagnose non-display issues via the seller backend's image-issue checks.

## 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。
- 来源给出的像素下限、最优像素区间、占比百分比与文件大小上限是特定时点的规范摘录,可能已随政策更新变化;一律以当前卖家后台图片要求页面的实时内容为准。
- 系统自动生成的角标、推荐标识等来源提到“不能手动添加”,这一限制以当前平台规则为准;本 Skill 不建议尝试还原或伪造任何系统生成标识。
- 供应商提供的产品图片版权归属与是否可商用需自行确认,直接使用未经授权的他方拍摄图片存在侵权风险;本流程假设图片来源已获得使用授权。
- 抠图与合规处理只解决图片能否正常展示的问题,不等同于图片能提升点击率或转化,效果需另外做单变量验证。

## 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、产品事实和当前 Listing
- 同购买意图可比竞品、价格、评论、图片和销量
- Search Term、Placement、CTR、CVR、订单、退货和利润
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add xjli360/sealeap-amazon-skills/sealeap-hundun-amazon-main-image-whitebg-production@sha256:64011a82410d0c5e

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_4nyw75g6ddx2dxql.svg)](https://markdownregistry.com/a/art_4nyw75g6ddx2dxql)

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 6,171 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 (6171 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_4nyw75g6ddx2dxql
GET https://markdownregistry.com/api/v1/resolve?ref=xjli360/sealeap-amazon-skills/sealeap-hundun-amazon-main-image-whitebg-production
GET https://markdownregistry.com/api/v1/blob/64011a82410d0c5e27df2886fcf8e0776e0fc1c201bd7d9a1b6910cafc20cf29

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.

More from xjli360/sealeap-amazon-skills

sealeap-amazon-acos-diagnostics SKILL.md skill
xjli360/sealeap-amazon-skills · amazon-skills/amazon-official/sealeap-amazon-acos-diagnostics/SKILL.md · Diagnose Amazon Ads ACOS with reconciled CTR, CPC, CVR, AOV, ROAS, TACOS, placement, search-term, benchmark…
git:20261016.1283764 · audit A · 324 stars
sealeap-amazon-ad-architecture SKILL.md skill
xjli360/sealeap-amazon-skills · amazon-skills/amazon-official/sealeap-amazon-ad-architecture/SKILL.md · Build and diagnose a profit-aware Amazon advertising architecture by working backward from stage-level sales and profit…
git:20261016.1283764 · audit A · 324 stars
sealeap-amazon-amc-getting-started SKILL.md skill
xjli360/sealeap-amazon-skills · amazon-skills/amazon-official/sealeap-amazon-amc-getting-started/SKILL.md · 根据 AMC 入门视频解释效果衡量、受众构建与广告优化的关系,核查 AMC 入口和首页功能,并为利润型或品牌型卖家选择首个分析任务。用于初次使用 Amazon Marketing Cloud、入口定位和组合广告衡量规划;不伪造…
git:20260915.1f57a2a · audit A · 324 stars
sealeap-amazon-apparel-lifecycle-ads SKILL.md skill
xjli360/sealeap-amazon-skills · amazon-skills/amazon-official/sealeap-amazon-apparel-lifecycle-ads/SKILL.md · Diagnose and plan Amazon US apparel advertising with an ASIN lifecycle playbook covering long-lifecycle…
git:20260906.d30e1bd · audit A · 324 stars
sealeap-amazon-asin-lifecycle-ad-planning SKILL.md skill
xjli360/sealeap-amazon-skills · amazon-skills/amazon-official/sealeap-amazon-asin-lifecycle-ad-planning/SKILL.md · 依据销售轨迹、需求周期和市场迭代判断 ASIN 生命周期,规划新品流量测试、成长期拓展、成熟期提效及衰退期退出。用于广告黄金期判断、长短生命周期、季节品和快速升降品广告策略;不按上架天数或课程三年分界直接判定所有商品。
git:20260915.1f57a2a · audit A · 324 stars
sealeap-amazon-audience-segmentation SKILL.md skill
xjli360/sealeap-amazon-skills · amazon-skills/amazon-official/sealeap-amazon-audience-segmentation/SKILL.md · 以品牌、品类和更广购物者三层消费者组织亚马逊广告目标、商品、创意、受众及衡量。用于唤回已互动用户、品牌新客拓展、消费者忠诚分析和 SP/SB 受众竞价实验;区分客户分组、可投受众与 NTB 指标,不把分层占比视为可直接触达名单。
git:20260915.1f57a2a · audit A · 324 stars
sealeap-amazon-brand-growth-navigator SKILL.md skill
xjli360/sealeap-amazon-skills · amazon-skills/amazon-official/sealeap-amazon-brand-growth-navigator/SKILL.md · 依据 BDN 口袋书为亚马逊品牌判断筹备、启动、成长或拓展阶段,选择主要痛点、衡量指标与广告行动。用于品牌发展阶段定位、SP 向品牌广告扩展、预算组合或多站点成长路线图;不伪造亚马逊内部 BDN 评分。
git:20260915.1f57a2a · audit A · 324 stars
sealeap-amazon-brand-preparation-listing SKILL.md skill
xjli360/sealeap-amazon-skills · amazon-skills/amazon-official/sealeap-amazon-brand-preparation-listing/SKILL.md · 根据 BDN 品牌筹备阶段指南,从消费者画像、真实使用场景与商品事实出发,制作低成本的多语言 Listing、A+ 和创意草稿,并设计页面验证。用于品牌筹备、页面基础薄弱、缺小语种运营人员或 AI 文案不贴近真实需求的场景。
git:20260915.1f57a2a · audit A · 324 stars
sealeap-amazon-brand-tool-promotion-mix SKILL.md skill
xjli360/sealeap-amazon-skills · amazon-skills/amazon-official/sealeap-amazon-brand-tool-promotion-mix/SKILL.md · 将基础品牌运营材料转为品牌/ASIN 成熟度诊断、老带新、旗舰店/A+、真实组合商品及旺季广告促销协同计划。用于已有成熟 ASIN 的新品推广、品牌基础薄弱或活动准备;对课件中的已退役 Posts/MYCE…
git:20260915.1f57a2a · audit A · 324 stars
sealeap-amazon-ca-apparel-ads SKILL.md skill
xjli360/sealeap-amazon-skills · amazon-skills/amazon-official/sealeap-amazon-ca-apparel-ads/SKILL.md · Diagnose and draft Amazon Canada apparel advertising plans with lifecycle and seasonal timing, English/French search…
git:20260906.d30e1bd · audit A · 324 stars
sealeap-amazon-consumer-electronics-category-growth SKILL.md skill
xjli360/sealeap-amazon-skills · amazon-skills/amazon-official/sealeap-amazon-consumer-electronics-category-growth/SKILL.md · Research and plan Amazon consumer-electronics category growth across wireless, electronics, PC, camera, office…
git:20261016.1283764 · audit A · 324 stars
sealeap-amazon-creative-ai SKILL.md skill
xjli360/sealeap-amazon-skills · amazon-skills/amazon-official/sealeap-amazon-creative-ai/SKILL.md · Turn verified Amazon product and audience evidence into reviewable AI-assisted advertising concepts, copy, image/video…
git:20260923.4f0c48d · audit A · 324 stars

Every file in xjli360/sealeap-amazon-skills

Browse by kind, by grade A, or by owner.