sealeap-bifang-amazon-keyword-optimization-loop SKILL.md skillA
sealeap-bifang-amazon-keyword-optimization-loop 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-bifang-amazon-keyword-optimization-loop@git:20260915.1f57a2aPins 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/bifang/sealeap-bifang-amazon-keyword-optimization-loop/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260915.1f57a2a, committed Sep 15, 2026
- Size
- 6,907 bytes
- Repository stars
- 324
- License
- MIT
Run a five-stage keyword workflow for an Amazon listing: collect candidate terms from several comparable ASINs, screen them by product-fact relevance and observed performance, embed the shortlist into listing copy, raise weight on a few priority terms through controlled advertising, then monitor indexing and rank to decide what to add, cut or roll back. Use for 关键词怎么找、关键词筛选、标题埋词、关键词清单、关键词加权、关键词监控调整. Do not use to rewrite a live listing or change bids without an approved change table and a rank…
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 关键词搜集筛选埋词闭环 ## 目标 Run a five-stage keyword workflow for an Amazon listing: collect candidate terms from several comparable ASINs, screen them by product-fact relevance and observed performance, embed the shortlist into listing copy, raise weight on a few priority terms through controlled advertising, then monitor indexing and rank to decide what to add, cut or roll back. ## 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。 - 来源建议的竞品样本数量是经验值；以候选词能否形成多样本交叉为准，不作为规律。 - “他人品牌词无转化”和“核心大词中小卖家打不起”是来源经验，需以当前账户的搜索词报告与 CPC 校准；品牌词还涉及商标与广告政策，按当前政策处理。 - “官方社媒促销码比站外促销更能拉升关键词权重”是来源主观感受，属待验证假设；只能通过账户内前后对比观测，不外推为平台算法。 - 关键词收录与排名查询受地区、登录态、变体与个性化影响；单次查询不作结论，需同一条件多次采样。 ## 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、产品事实、ASIN/SKU 与目标购买意图 - 本品和可比竞品的关键词、自然位置、广告可见度与采样时间 - 搜索词报告、转化、CPC、订单、利润和 Listing 当前覆盖 - 站点语言、变体、价格、库存与同期促销记录 …
Read the whole file at its exact version.
How to install
mdr add xjli360/sealeap-amazon-skills/sealeap-bifang-amazon-keyword-optimization-loop@sha256:3f982a3f6165c2f7The 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.
[](https://markdownregistry.com/a/art_kjomfhu5rnep25m5)
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.
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 (6907 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_kjomfhu5rnep25m5 GET https://markdownregistry.com/api/v1/resolve?ref=xjli360/sealeap-amazon-skills/sealeap-bifang-amazon-keyword-optimization-loop GET https://markdownregistry.com/api/v1/blob/3f982a3f6165c2f722c7e8fa5d8717fea23c8af174d16f60693ca1b2c423d5ad
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.