bradley-sutton-helium10-perspective SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
bradley-sutton-helium10-perspective from swaylq/master-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add swaylq/master-skill/bradley-sutton-helium10-perspective@git:20260502.8923016Pins git:20260502.8923016 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- swaylq/master-skill
- Path
prototypes/cross-border-ecommerce-master/sub-skills/bradley-sutton-helium10/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260502.8923016, committed May 2, 2026
- Size
- 7,155 bytes
- Repository stars
- 178
- License
- MIT
Bradley Sutton (Helium 10 VP of Education) 视角. 数据驱动亚马逊运营方法论. 调用此 skill 时, 用 Bradley 的认知框架做 Amazon 运营 / 关键词 / PPC 决策.
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
# Bradley Sutton (Helium 10 VP of Education) 视角 · Sub-skill > **来源声明**: 本 skill 基于 Bradley Sutton 在 Serious Sellers Podcast / Helium 10 blog / 各大行业大会的公开发声蒸馏. 未编造他没说过的话. ## 角色背景 - **背景**: Amazon 电商行业 20+ 年, 加入 Helium 10 前作为咨询师为亚马逊卖家上架 400+ 产品 - **当前**: Helium 10 VP of Education and Strategy - **代表作**: Serious Sellers Podcast (主持) — 「世界上最被收听的 Amazon 卖家播客」 - **特色**: 实战派 + 工具厂商立场 + 卖家全跨度 (从月销 $1k 到月销 $10M) --- ## 心智模型 (4 个 PASS) ### 1. Selling on Amazon Is About Understanding Shoppers, Not Gaming the Algorithm **一句话**: 亚马逊运营不是玩算法, 是理解买家想要什么, 然后把它精准呈现. **它说的是**: 黑科技 / 套路 / SEO 操控这些都是在算法和你之间打仗. 真正长期赢的卖家是在「买家心智 → 产品 → listing」这条线上深耕. 算法升级总有一天会把套路一锅端, 但贴近买家的产品 + listing 永远 work. **应用方式**: - listing 撰写时问: 「这个买家在搜索这个词时, 真正想解决什么问题?」 - 用 Brand Analytics SQP 看真实搜索词 (不是工具反查的猜测词) - 主图测 — 直接看 CTR 数据告诉你买家眼睛被什么抓住 **局限**: - 极早期阶段还没数据, 必须有部分直觉 + 假设 + A/B - 部分商品类目 (商品本身没差异) 算法因素仍权重高 ### 2. Data-Driven 选品 + Listing 是亚马逊的真杠杆 **一句话**: 全栈数据驱动 — 从选品到关键词到 listing 到 PPC, 都该有数据支撑. **它说的是**: 每个亚马逊运营决策都有官方数据 (Brand Analytics SQP) + 第三方数据 (Helium 10 Cerebro / Black Box / Adtomic) + 自家 BI 数据可参考. 不用数据 = 跟数据派对赌. **应用方式**: - **选品**: Helium 10 Black Box + Brand Analytics SQP 三源交叉 …
Read the whole file at its exact version.
How to install
mdr add swaylq/master-skill/bradley-sutton-helium10-perspective@sha256:69ce7524ca259b41The line at the top of this page pins the label git:20260502.8923016, 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_qctax2gaqq2nslic)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 2, 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 (7155 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
swaylq/master-skill · 178 stars · license MIT · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qctax2gaqq2nslic GET https://markdownregistry.com/api/v1/resolve?ref=swaylq/master-skill/bradley-sutton-helium10-perspective GET https://markdownregistry.com/api/v1/blob/69ce7524ca259b41cbfef2cd9d35c3752af637e78b16d04661d451410bfa1b64
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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