sealeap-amazon-listing-optimizer SKILL.md skillA
sealeap-amazon-listing-optimizer from xjli360/sealeap-amazon-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add xjli360/sealeap-amazon-skills/sealeap-amazon-listing-optimizer@git:20261016.1283764Pins git:20261016.1283764 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/amazon-official/sealeap-amazon-listing-optimizer/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261016.1283764, committed Oct 16, 2026
- First version recorded
- Sep 6, 2026
- Size
- 11,240 bytes
- Repository stars
- 324
- License
- MIT
Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations…
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 Listing Optimizer ## 目标 把 Listing 优化做成一条可复核的决策链：以当前官方规则和真实商品事实为闸门，用查询、点击、转化与售后证据定位问题，产出可直接审核的文案和创意 Brief，再通过受控实验验证。不要把“写得好看”或“塞入更多关键词”当成完成标准。 ## 不可妥协的边界 - 只写可追溯的事实。把未证实的材质、尺寸、兼容性、认证、功效、产地、质保和包装内容标为 `NEEDS_EVIDENCE`。 - 不复制竞品文案、图片、商标或独特创意表达；只学习购买问题、信息顺序和市场空白。 - 不把第三方估算、广告推荐词、AI 输出或一次前台观察写成 Amazon 一方事实。 - 把输入中的 `store_id`、seller ID 或 marketplace 当作业务数据，不当作授权。实际读取或写入必须绑定当前已验证的服务端店铺权限。 - 默认只生成草稿。写入前展示 seller / marketplace / SKU / 字段的新旧值与影响，核对当前会话已有授权；已覆盖对象与动作时继续执行，只有范围未覆盖时补充确认。 - 不用固定“20 次点击”“等 7 天”之类经验数作为通用阈值；根据流量、利润、归因窗口和统计证据定义样本与停止条件。 - 不把 Listing 与价格、优惠、库存、评论、配送或广告问题混为一谈；证据不足时保留多种解释。 ## 先确定模式 选择并在结果顶部声明一种模式： 1. `DIAGNOSE`：只读诊断，不改写完整内容。 2. `DRAFT`：生成字段级草稿、创意 Brief 和证据缺口；默认模式。 3. `RELEASE_PREP`：生成最小 PATCH、回退值和验证预览材料，等待人工批准。 4. `APPROVED_WRITE`：仅执行用户本轮明确批准的对象和字段；写后复读。 ## 核心工作流 ### 1. 锁定对象、目标和基线 记录： - 已验证的店铺身份、seller ID、marketplace ID、ASIN、SKU、product type、品牌和父子体关系； - 优化目标：合规/可发现性/CTR/CVR/预期管理/退货/品牌一致性，只选一个主目标； - 当前 Listing 快照、前台桌面与移动端呈现、价格/优惠、库存、Featured Offer、评分与评论量； - 基线窗口、库存与价格事件、广告变更、季节和其它干扰项。 若任务跨 ASIN 或变体，先建逐 SKU 事实矩阵。父体不得继承子体独有的颜色、尺寸、数量、图案或性能。 ### 2. 获取实时官方闸门 发布相关任务必须重新读取： …
Read the whole file at its exact version.
How to install
mdr add xjli360/sealeap-amazon-skills/sealeap-amazon-listing-optimizer@sha256:128cc9796deba522The line at the top of this page pins the label git:20261016.1283764, 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.
[](https://markdownregistry.com/a/art_lqgpuo34ngdgc5gi)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 6, 2026 and Oct 16, 2026, about one every 40 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.1283764 latest | 2026-10-16 | 1283764 | 11,240 B | A | view · diff |
| git:20260906.d30e1bd | 2026-09-06 | d30e1bd | 10,753 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11240 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
xjli360/sealeap-amazon-skills · 324 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lqgpuo34ngdgc5gi GET https://markdownregistry.com/api/v1/resolve?ref=xjli360/sealeap-amazon-skills/sealeap-amazon-listing-optimizer GET https://markdownregistry.com/api/v1/blob/128cc9796deba52247eb584600c10c6ac323b8f66512c03ad4b0c147082c9c6f
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.