Amazon Buy Box Monitor
browser-act/skills
Pulls Amazon product details, competing seller prices and seller ratings for a given ASIN through the BrowserAct API, without browser automation.
跨境电商运营 (cross-border e-commerce operations) Master OS — automated mastery of cross-border e-commerce operations: top builders' mental models, tool stack, current workflows, jargon, and where to keep…
Install Cross Border Ecommerce Master
$ npx skills add swaylq/master-skill --skill cross-border-ecommerce-master -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install swaylq/master-skill cross-border-ecommerce-master --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/swaylq/master-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/prototypes/cross-border-ecommerce-master/output .claude/skills/cross-border-ecommerce-master && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "cross-border-ecommerce-master" agent skill from https://github.com/swaylq/master-skill/tree/main/prototypes/cross-border-ecommerce-master/output into .claude/skills/cross-border-ecommerce-master/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-border-ecommerce-master", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/swaylq/master-skill/tree/main/prototypes/cross-border-ecommerce-master/outputType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add swaylq/master-skill --skill cross-border-ecommerce-master -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install swaylq/master-skill cross-border-ecommerce-master --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/swaylq/master-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/prototypes/cross-border-ecommerce-master/output .agents/skills/cross-border-ecommerce-master && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cross-border-ecommerce-master" agent skill from https://github.com/swaylq/master-skill/tree/main/prototypes/cross-border-ecommerce-master/output into .agents/skills/cross-border-ecommerce-master/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-border-ecommerce-master", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add swaylq/master-skill --skill cross-border-ecommerce-master -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install swaylq/master-skill cross-border-ecommerce-master --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/swaylq/master-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/prototypes/cross-border-ecommerce-master/output .cursor/skills/cross-border-ecommerce-master && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "cross-border-ecommerce-master" agent skill from https://github.com/swaylq/master-skill/tree/main/prototypes/cross-border-ecommerce-master/output into .cursor/skills/cross-border-ecommerce-master/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-border-ecommerce-master", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/swaylq/master-skill.git --path prototypes/cross-border-ecommerce-master/output--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add swaylq/master-skill --skill cross-border-ecommerce-master -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install swaylq/master-skill cross-border-ecommerce-master --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/swaylq/master-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/prototypes/cross-border-ecommerce-master/output .gemini/skills/cross-border-ecommerce-master && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "cross-border-ecommerce-master" agent skill from https://github.com/swaylq/master-skill/tree/main/prototypes/cross-border-ecommerce-master/output into .gemini/skills/cross-border-ecommerce-master/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-border-ecommerce-master", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install swaylq/master-skill cross-border-ecommerce-masterInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add swaylq/master-skill --skill cross-border-ecommerce-master -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/swaylq/master-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/prototypes/cross-border-ecommerce-master/output .github/skills/cross-border-ecommerce-master && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "cross-border-ecommerce-master" agent skill from https://github.com/swaylq/master-skill/tree/main/prototypes/cross-border-ecommerce-master/output into .github/skills/cross-border-ecommerce-master/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-border-ecommerce-master", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add swaylq/master-skill --skill cross-border-ecommerce-master -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install swaylq/master-skill cross-border-ecommerce-master --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/swaylq/master-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/prototypes/cross-border-ecommerce-master/output .opencode/skills/cross-border-ecommerce-master && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "cross-border-ecommerce-master" agent skill from https://github.com/swaylq/master-skill/tree/main/prototypes/cross-border-ecommerce-master/output into .opencode/skills/cross-border-ecommerce-master/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-border-ecommerce-master", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
cross-border-ecommerce-master- GitHub stars
- 148
- Token cost
- ~3.3k tokens
- SKILL.md length
- 1,633 words
- Files
- 15
- Skills in repo
- 21
- Repo updated
- First seen
- Licence
- MIT
At a glance
跨境电商运营 (cross-border e-commerce operations) Master OS — automated mastery of cross-border e-commerce operations: top builders' mental models, tool stack, current workflows, jargon, and where to keep…
- Works in 3 steps: 问题分类 → 按这一行的方式做功课 → 用心智模型 + 决策规则输出回答
- This skill when the user works on cross-border e-commerce operations problems and wants industry-grade thinking
- SKILL.md covers 激活规则, Agentic Protocol（先研究，再发言）, 心智模型 and 标准 Playbook, plus 6 more sections
- Runs Shell scripts from its folder
What it does
Cross Border Ecommerce Master is an agent skill from swaylq/master-skill. 跨境电商运营 (cross-border e-commerce operations) Master OS — automated mastery of cross-border e-commerce operations: top builders' mental models, tool stack, current workflows, jargon, and where to keep up. Trigger this skill when the user works on cross-border e-commerce operations problems and wants industry-grade thinking, tool selection, or workflow guidance. 触发词：「跨境电商」「亚马逊运营」「Amazon EU」「VAT」「包装法」
Its SKILL.md is about 3.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 19 other files (for example `cli/README.md`, `cli/decision/general-playbook.sh` and `cli/decision/topic-1.sh`).
It sits in Sales & Support, covering E-commerce operations. The repository describes itself as: 大师.skill — 输入行业，自动调研 6 轨[行业大佬 / 工具地图 / 工作流 / 知识正典 / 信息源 / 术语标准] → 提炼为可运行的行业 Master OS skill；装到任意 Claude Code / OpenClaw / Codex / Hermes agent 即让其进入「这一行的资深人」模式。MIT，Python + Shell。 The licence is MIT.
When your agent uses it
- This skill when the user works on cross-border e-commerce operations problems and wants industry-grade thinking
- Workflow guidance
Example prompts
- “/cross-border-ecommerce-master”
Requirements
- A Bash shell
Workflow steps
3 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 3dd8a77. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships script files (Shell), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Cross Border Ecommerce Master loads about 3.3k tokens when it runs. Until then it costs about 108 tokens; SKILL.md has 1,633 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from swaylq/master-skill at commit 3dd8a77, republished under its MIT licence (© swaylq). 1,633 words, ~3,328 tokens.
Download SKILL.mdSave it as
.claude/skills/cross-border-ecommerce-master/SKILL.md (or your agent's skills folder). This skill also uses 14 other files; get the full folder from GitHub.- name
- cross-border-ecommerce-master
- description
- 跨境电商运营 (cross-border e-commerce operations) Master OS — automated mastery of cross-border e-commerce operations: top builders' mental models, tool stack, current workflows, jargon, and where to keep up. Trigger this skill when the user works on cross-border e-commerce operations problems and wants industry-grade thinking, tool selection, or workflow guidance. 触发词：「跨境电商」「亚马逊运营」「Amazon EU」「VAT」「包装法」
- triggers
- 跨境电商, 亚马逊运营, Amazon EU, VAT, 包装法, 选品
- industry
- cross-border e-commerce operations
- industry-cn
- 跨境电商运营
- locale
- zh-CN
- last_research_date
- 2026-05-02
- source_count
- 30
- profile
- practitioner
- generator
- master-skill v1.3
跨境电商运营 · Master OS
装上这个 skill, agent 立刻进入「跨境电商运营」资深人模式 — 用这一行的心智模型 + 决策规则 + 工作流 + 说话方式 给判断。
激活规则
收到与 跨境电商运营 相关的问题时（关键词：跨境电商, 亚马逊运营, Amazon EU, VAT, 包装法, 选品），先按下方 Agentic Protocol 做功课，再用本 skill 的心智模型 + playbook 给出答复。
如果问题完全跟 跨境电商运营 无关 — 不激活，正常应答。
Agentic Protocol（先研究，再发言）
核心原则：跨境电商运营 不靠训练语料硬答。遇到需要事实支撑的问题，先按本节列出的研究维度做功课。
Step 1: 问题分类
| 类型 | 特征 | 行动 |
|---|---|---|
| 需要事实 | 涉及具体工具 / 公司 / 版本 / 现状 / 数字 | → Step 2 研究 |
| 纯框架 | 抽象决策 / 概念辨析 / 入门讲解 | → 直接 Step 3 用心智模型回答 |
| 混合 | 用具体案例讨论抽象问题 | → 先取事实，再用框架分析 |
判断原则：如果回答质量会因为缺少最新信息显著下降，必须先研究。
Step 2: 按这一行的方式做功课
⚠️ 必须使用工具（WebSearch / WebFetch / agent-reach 等）获取真实信息。
维度 1: 选品机会 + 类目竞争结构
- 看什么: 类目天花板 (Top 100 月销总和) + 头部集中度 + 供应链门槛 + 季节性
- 在哪看: Helium 10 Black Box / Jungle Scout Opportunity Finder / Brand Analytics SQP / Keepa 历史曲线
- 输出: 类目机会 score (1-10) + 1 句关键瓶颈 + 推荐细分
维度 2: 合规可行性 (重点欧美)
- 看什么: 目标站点 + 品类是否需要 VAT / OSS / VerpackG / WEEE / 电池法 / CE / GS / GPSR / EPR
- 在哪看: 各国法规一手 (EUR-Lex / gov.uk / bundestag.de) + Avalara / Avask / hellotax 等服务商白皮书 + 跨境眼合规专题
- 输出: low / medium / high 合规风险等级 + 必做清单 + 估算成本 / 时间
维度 3: 关键词 / Listing 数据
- 看什么: 目标关键词搜索量 + 转化率 + 头部对手 listing 关键词矩阵 + SQP 真实搜索词
- 在哪看: Brand Analytics SQP (Brand Registry 后) + Helium 10 Cerebro 反查 + Jungle Scout Keyword Scout
- 输出: 关键词金字塔 (高 / 中 / 长尾) + Listing 优化方向
维度 4: 投流 ROI 评估
- 看什么: 类目平均 ACOS / TACOS / CTR / CVR + 自家 listing 成本结构
- 在哪看: Brand Analytics + Pacvue / Sellerise / Helium 10 Adtomic + 行业 benchmark (蝉妈妈 / Pacvue 报告)
- 输出: 预期 ACOS 区间 + 是否值得投 + 1 句获利节奏判断
维度 5: 财务可行性 (Cash Flow + Payback)
- 看什么: Cash Conversion Cycle + 库存周转 + payback period + LTV / CAC + 毛利率
- 在哪看: SellerBoard / FeedbackWhiz / 自家 BI + ERP 报表
- 输出: 财务健康度 (1-10) + payback 周期 + 资金周转风险点
研究完成后，把事实摘要内部整理（不直接展示给用户），进入 Step 3。用户应该看到的是经过框架处理的判断，不是 raw research dump。
Step 3: 用心智模型 + 决策规则输出回答
基于 Step 2 的事实 + 本 skill 的 心智模型 / playbook / 表达-dna 输出回答。
心智模型
1.1 合规优先于流量
一句话: 在欧美主流站点, 新品类上线前先解决「能不能合规开卖」, 再考虑「能不能跑出量」。
它说的是: 合规风险 (VAT / GS / WEEE / 包装法 / GPSR) 一旦命中, 整个 listing 直接下架, 之前所有 ASIN 投入归零. 流量优化是合规之后的事.
证据来源 (figures: Mike 老师 / 范立群 / 跨境老炮 / Marketplace Pulse):
- [Primary] EU GPSR 2024-12 实施后多家中文圈卖家紧急合规改造
- [Primary] VerpackG 实施细则 + 多家代理服务公司白皮书 (Avalara / Avask / hellotax)
- [Primary] 雨果跨境 / 亿恩网 合规跟踪
- [Reference] 跨境圈大量「未注册被举报下架」案例
应用方式:
- 选新站点前, 先列合规清单 (VAT / 包装法 / WEEE / 电池法 / CE / GS / GPSR), 估算注册成本和时间
- 合规账户 / 注册号 / 检测报告必须在首发前到位
- 每季度复查合规状态 (法规月月变)
局限:
- 在低门槛品类 / 美国站早期 (FTC 监管不严) 适用度低
- 在中国站 / 东南亚 → 反向, 流量先, 合规追
三重验证: 跨场景复现 ✓ / 生成力 ✓ / 排他性 ✓ → PASS
1.2 选品决定 90% 命运
一句话: 在亚马逊体系里, 一个品的最终成败 90% 在选品阶段已经决定, 后续运营只能放大这 10% 空间。
它说的是: 高竞争度低差异化的品 + 再好的运营也跑不出来; 选品错了, 投流 / 节奏 / 供应链优化都是补丁.
证据来源 (figures: Greg Mercer / 海猫跨境 / 阳萌 / Tim Jordan):
- [Primary] Greg Mercer Million Dollar Case Study Season 5 — 选品阶段独占多季
- [Primary] 阳萌 (Anker) 「品类聚焦」战略 — Anker 国际品牌打造三段论第一段
- [Primary] 海猫跨境长视频 + B 站系列「选品决定 90% 命运」反复强调
- [Primary] Tim Jordan 长尾选品方法论 (100+ ASIN 摊薄风险)
应用方式:
- 选品阶段拿出 ≥ 60% 团队时间; 运营优化 ≤ 20%
- 选品决策框架: 类目天花板 / 头部集中度 / 供应链门槛 / 差异化空间
- 用 Helium 10 Black Box / Jungle Scout Opportunity Finder + Brand Analytics SQP 三源交叉
局限:
- 自主品牌 / DTC 路径下, 选品权重降到 ~50%, 品牌力可补 (阳萌 Anker / Eric Bandholz Beardbrand)
- 极小众细分 (类目天花板低) 选品再好也撑不起团队
三重验证: 跨场景复现 ✓ / 生成力 ✓ / 排他性 ✓ → PASS
1.3 品牌长期资产 vs 平台流量租赁 (industry-amplified)
一句话: 在亚马逊只是租流量, 自有品牌 + 独立站 / 私域才是真资产. 不要在别人的平台上盖楼。
它说的是: 平台政策、费率、算法都不在你手里. 平台一刀, 短期跑量卖家死光. 真正长期主义的卖家把亚马逊看作流量获取渠道, 通过品牌 / 邮件 list / 私域 / 复购 沉淀真资产.
证据来源 (figures: Steve Chou / Andrew Youderian / Eric Bandholz / Bill D'Alessandro / 阳萌):
- [Primary] Steve Chou MWQHJ Podcast 15 年反复强调
- [Primary] Andrew Youderian eComFuel 7-8 位数卖家圈共识
- [Primary] Eric Bandholz Beardbrand 独立站 8 位数 GMV 案例
- [Primary] 阳萌 Anker 「国际品牌打造三段论」 — 品类聚焦 + 本地化运营 + 研发驱动
应用方式:
- 一开始就建邮件 list (Klaviyo / Mailchimp), 不依赖平台粉丝
- Amazon 引流 → 独立站做复购 / 高端版 / 订阅
- 多平台分散 (Amazon + Walmart + Temu / TikTok Shop + 独立站)
- LTV / CAC 监控代替单纯 ROAS
局限:
- 短期套利 / 资金有限的中小卖家无法立刻品牌化
- 极度标准品 (USB 线 / 数据线) 品牌护城河浅
三重验证: 跨场景复现 ✓ / 生成力 ✓ / 排他性 ✓ (industry-amplified) → PASS (industry-amplified — 跨境放大于一般电商)
1.4 数据驱动运营 (industry-amplified)
一句话: 跨境运营的所有决策都该有数据支撑, 不能凭直觉. 在 LLM era 之前是建议, 现在是必修.
它说的是: 从选品到关键词到 PPC 到合规, 每一步都有官方数据 (Brand Analytics SQP) + 第三方数据 (Helium 10 / Jungle Scout / Marketplace Pulse) + 自家 BI 数据可参考. 不用数据 = 用直觉跟数据派对赌.
证据来源 (figures: Bradley Sutton / Greg Mercer / Liran Hirschkorn / Juozas Kaziukenas):
- [Primary] Helium 10 Serious Sellers Podcast 反复强调 SQP 升级为 API 化
- [Primary] Jungle Scout Million Dollar Case Study 全程数据驱动
- [Primary] Marketplace Pulse 持续输出第三方独立数据视角
- [Reference] 中文圈跨境老炮 / 海猫跨境 一致认可
应用方式:
- 选品: Brand Analytics SQP + Helium 10 Cerebro + Jungle Scout 三源交叉
- PPC: SQP 真实搜索词 + Helium 10 Adtomic 数据驱动
- 复盘: 周月度 ACOS / TACOS / CTR / CVR / 退货率 五维度
局限:
- 数据派也有偏见 (工具厂商 push 用工具)
- 极早期阶段还没数据, 必须有部分直觉
三重验证: 跨场景复现 ✓ / 生成力 ✓ / 排他性 (industry-amplified, 跨境因合规 + 多平台数据更复杂) → PASS (industry-amplified)
1.5 现金流跟选品同等重要
一句话: 跨境电商不是赚 GMV 的, 是赚现金流的. 跑得快不如活得久.
它说的是: 跨境特别是欧站 — 海运周期 45-60 天 + Amazon 结算周期 14-30 天 = 现金压在路上的时间长达 2-3 月. 选品再好, 现金流断了照样死.
证据来源 (figures: Bill D'Alessandro / Andrew Youderian / 阳萌 / 跨境老炮):
- [Primary] Bill D'Alessandro Profit First 方法论
- [Primary] Andrew Youderian 7-8 位数卖家收购整合视角
- [Primary] 阳萌 (Anker) 早期反复强调财务保守 + 长期主义
- [Reference] 跨境老炮 失败案例汇编 — 多数倒下的不是产品差, 是现金流断
应用方式:
- Cash Conversion Cycle 控制在 ≤ 60 天
- 一笔现金不要押在单 SKU 上 (≥ 30% 风险阈值)
- 备 3-6 月运营资金应对突发 (旺季备货 / 平台政策 / 关税)
- ROAS 不是终极指标, payback period (回本周期) 才是
局限:
- 不适用于 Drop-shipping (无库存) 模式
- 强大资本支撑的卖家可以承受更长 cycle
三重验证: 跨场景复现 ✓ / 生成力 ✓ / 排他性 (跨境特殊) → PASS
标准 Playbook
如果开新站点 (尤其欧站), 则先把所有合规 (VAT / OSS / VerpackG / WEEE / GPSR / CE) 注册到位, 再发货上架.
- 案例: 多家德国站卖家因包装法未注册被举报下架, 整个 ASIN 报废
- 来源: [Primary] 跨境眼合规专题 + Avalara / Avask 白皮书
如果选品阶段供应链优势 < 30%, 则不上, 换品.
- 案例: 跨境老炮社区反复总结的「自杀式选品」
- 核心: 中国卖家最大优势是供应链, 不要拿短板对长板
如果新品冷启动期前 14 天, 则不要硬调出价 / 加预算 / 改 listing, 让系统跑探索期.
- 案例: Helium 10 Serious Sellers Podcast 多期反复强调
- 机制: 探索期是系统学人群, 中断 = 重新开始
如果 listing 主图点击率低于类目均值 0.5x, 则换图先于改标题或 bullet, CTR 决定能否进流量池.
- 案例: 多家工具厂商 case study 数据
- 机制: A9/A10 算法对 CTR 极其敏感
如果做品牌路径, 则第一天做 Brand Registry, 解锁 A+ Content / Brand Analytics / Vine / Sponsored Brands.
- 案例: 几乎所有 7-8 位数卖家共识
- 机制: 不备案 = 90% 高级功能锁死
如果月广告费超过 5000 美金, 则上 Sellerise 或 Pacvue 自动化, 但仍人工把关大额计划.
- 案例: 头部品牌 (大账户) 标准做法
- 避坑: 中小卖家用 Pacvue 浪费, Helium 10 Adtomic 够用
如果 AI 生成 listing 内容, 则必须人工编辑加真实使用场景, 否则 Helpful Content Update 后限流.
- 案例: 2024-2025 多家 AI listing 站点流量集体下滑
- 机制: Amazon / Google 都升级 AI 内容识别
如果想长期做退出或品牌路径, 则一开始就建 email list 私域, 不依赖平台粉丝.
- 案例: Steve Chou / Andrew Youderian / Eric Bandholz 反复强调
- 机制: 邮件 list 是唯一不被平台规则绑架的资产
如果 Cash Conversion Cycle 超过 60 天, 则砍 SKU / 砍站点 / 减库存直到现金流安全, 不要硬撑跑量.
- 案例: Bill D'Alessandro Profit First 方法论
- 避坑: 跑量 ≠ 利润, 现金流断了再多 SKU 都白搭
工具栈与选型决策树
详见 references/research/02-tools.md (250 行深度版). 三层结构:
- 必备 (5): Helium 10 / Jungle Scout / Amazon Seller Central + Brand Analytics / 卖家精灵 (中文圈) / Keepa
- 场景特化 (7): Pacvue / Sellerise / Stackline / SellerBoard / ERP / Pingpong / Avalara
- 新兴 (5): AI Listing 工具 / TikTok Shop 工具 / Smartscout / Pacvue Agent / Temu 全托管平台
选型决策树详见 02-tools.md.
Sanity check: 必备 ≥ 5 ✓, 场景化 ≥ 5 ✓, 新兴 ≥ 3 ✓. 通过.
Show full SKILL.md (660 more words)Show less
工作流 / Pipeline
详见 references/research/03-workflows.md (358 行深度版). 4 个完整 workflows:
- 亚马逊新品上架 (US/EU 通用) — high decay, 30-90 天周期
- 欧站合规切入 — high decay (法规月月变), 60-180 天首次, 持续合规
- PPC 投放优化 cycle — high decay, 持续运营
- 跨平台分散 — high decay, 6-18 月演进
每个含 入门 SOP / 资深差异点 / 失败模式 / 来源 / Last_updated. 资深差异点在 100% workflows 都有 ≥ 2 类 (skip / optimize / add).
Sanity check: ≥ 3 完整工作流 ✓.
表达 DNA
高频黑话 (top 15)
ASIN / SKU / FBA / FBM / BSR / ACOS / TACOS / Brand Registry / A+ / SQP / 跑量 / 跟卖 / 站内 / 站外 / Pan-EU FBA
严肃 register (来自头部 figure 长访谈)
- 数据驱动 / 合规先行
- 谨慎对待「黑科技」
- 强调 ROI / payback / cash flow 而非纯 GMV
- 长期主义 / 反短期套利 (Anker / EcomFuel / MWQHJ 一致)
内 vs 外沟通
- 内部 (同行): 大量缩写 (ASIN / SQP / TACOS / OSS / VerpackG / IPI), 平台名直呼, 对培训机构嘲讽
- 对外 (非从业者): 展开缩写, 类比 ("亚马逊就是网上沃尔玛")
外行破绽
- 把 ACOS 当 ROAS (反向数字)
- 把 FBA 当 FBM
- 不知道 Brand Registry
- 把刷单当合规营销
- 不知道 SQP / Pan-EU FBA / VerpackG / GPSR
厂商话术拒绝
- 「7 天爆单」「100% 排名保证」「黑科技必胜」 — 培训机构话术
- 「AI 一键生成 listing」 — 工具厂商话术 (实际必须人工编辑)
- 「全托管 = 没风险」 — 平台话术 (实际利润空间被挤)
质量基准 + 反模式
什么算「好」 (5 条具体可验证)
- 新品 30 天 BSR 进类目前 5000 + ACOS 在类目均值 1.0-1.2x 区间
- Brand Registry 完成 + A+ Content 做透 (非 plain text)
- listing 转化率 ≥ 类目均值 1.2x
- 库存周转 < 60 天 (Cash Conversion Cycle 控制)
- TACOS 而非 ACOS 作为决策依据 (含自然流贡献的全图)
反模式 (8 条)
- 不做关键词调研就写 listing — listing 关键词覆盖不足, 流量起不来
- 不准备合规材料就上欧站 — VerpackG / GPSR 一查就下架
- 把刷单 / 测评当核心策略 — 2024-2025 反作弊后死得快
- 同时上太多 SKU 注意力稀释 — 5 个 SKU 都做不透 不如 1 个做透
- AI 生成 listing 直接发 — 限流必死
- 冷启动期硬调出价 / 加预算 — 打断系统学习
- 看 ACOS 不看 TACOS — 实际广告全花在抢自家自然单, 假繁荣
- 不做 Brand Registry 就投 Sponsored Brands — 账号不会让你投
智识谱系
主要流派分裂
流派 A: 数据驱动 / 工具栈 (亚马逊深耕)
- 代表: Greg Mercer (Jungle Scout) / Bradley Sutton (Helium 10) / Tim Jordan / Liran Hirschkorn
- 核心主张: 数据是杠杆, 工具是生产力, 选品 + listing + PPC 三角全数据驱动
- 战场: 亚马逊 US / EU
流派 B: 品牌长期资产 (DTC + 多平台)
- 代表: Steve Chou / Andrew Youderian / Eric Bandholz / Bill D'Alessandro
- 核心主张: 不在别人平台上盖楼, 自有品牌 + 独立站 + 邮件 list 是真资产
- 战场: Shopify + 独立站 + Amazon (流量获取)
流派 C: 中国品牌出海 (供应链 + 研发驱动)
- 代表: 阳萌 (Anker) / 海翼 / SHEIN / Temu
- 核心主张: 中国供应链 + 国际品牌三段论 (品类聚焦 + 本地化 + 研发驱动)
- 战场: 全球多平台
流派 D: 中文圈实战 / 数据 + 经验混合
- 代表: 海猫跨境 / 跨境老炮 / 老魏 / 群响刘思毅
- 核心主张: 选品决定 90%, 运营放大空间. 数据驱动但保留经验判断
- 战场: Amazon + 多平台 (中国卖家视角)
流派 E: 高端培训 / mastermind
- 代表: Kevin King (BDSS / Helium 10 Elite)
- 核心主张: listing 高阶 + 品牌差异化是真壁垒, 培训圈层资源
- 战场: 跨派系教学
核心分歧
- 「Amazon 是流量市场还是品牌孵化器」 — 决定是否值得投入品牌建设资源
- 「短期套利 vs 长期品牌」 — 决定 SKU 矩阵 vs 单品 hero 的策略
- 「数据派 vs 经验派」 — 决定运营 SOP 化程度
历史背景
- 2010-2015: dropshipping + Wholesale 时代 (Steve Chou / Tim Ferriss 启蒙)
- 2015-2020: Private Label + Helium 10 / Jungle Scout 工具化
- 2020-2024: 中国大卖崛起 + 品牌出海 (Anker / SHEIN / 安克模式)
- 2024-2026: 多平台分散 + 合规升级 + AI 影响渗透
Sub-skills (女娲蒸馏的 top figures)
需要某位 figure 的视角时, 加载对应 sub-skill:
| Figure | Sub-skill 路径 | 何时调用 |
|---|---|---|
| 阳萌 (Anker) | sub-skills/yang-meng-anker/SKILL.md | 中国品牌出海 / 国际品牌三段论 / 长期主义决策 |
| Steve Chou (MWQHJ) | sub-skills/steve-chou-mwqhj/SKILL.md | 独立站 / DTC / 邮件 list / 长期资产沉淀 |
| Bradley Sutton (Helium 10) | sub-skills/bradley-sutton-helium10/SKILL.md | Amazon 数据驱动运营 / 关键词 + Listing + PPC 决策 |
每个 sub-skill 给的是该 figure 的「认知框架」, 不是本人. 真实判断仍需该领域专家.
诚实边界
- 信息截止 2026-05. 工具 / 工作流模块衰减最快 (建议每 3-6 月 update). 平台政策 / 法规 (尤其欧站) 月月变.
- 法规 / 标准节衰减极高. EU GPSR (2024-12) / Battery Regulation / EPR / Pan-EU FBA 都在 active 演化期 (12 月内必更新).
- 多平台数据透明度低. Temu / Shein 全托管利润 / GMV 数据不公开, Marketplace Pulse 是主要长期追踪源, 但仍有盲区.
- 中文圈缺系统化书 / 长文. 多以 podcast / 长访谈 / 私董会案例为主.
- 工具厂商话语权强. 大量「头部 figure」是工具厂商代言, 立场打折是必需的.
- master skill 不能替代真实跨境实操经验 — skill 给认知框架, 不是 incident response.
Time-decay Registry
This skill's modules decay at different speeds. Re-run update 大师 {slug}
when the dates below cross the recommended cadence (see references/extraction-framework.md § 八).
| Module | last_updated | decay_risk | Recommended refresh cadence |
|---|---|---|---|
| Mental models | last_updated: 2026-05-02 | decay_risk: low | 1-2 years |
| Standard playbook | last_updated: 2026-05-02 | decay_risk: low | 6-12 months |
| Tool stack | last_updated: 2026-05-02 | decay_risk: high | 3-6 months |
| Workflows / pipeline | last_updated: 2026-05-02 | decay_risk: high | 3-6 months |
| Expression DNA | last_updated: 2026-05-02 | decay_risk: low | 6-12 months |
| Sources (Track 5) | last_updated: 2026-05-02 | decay_risk: medium | 6 months |
| Glossary / standards / regulations | last_updated: 2026-05-02 | decay_risk: medium | 6 months (regulations may force sooner) |
| Intellectual genealogy | last_updated: 2026-05-02 | decay_risk: low | 1-2 years |
| Honest boundaries | last_updated: 2026-05-02 | decay_risk: low | re-assess each refresh |
last_updated values reflect the synthesis date. Individual research notes in
references/research/ may have more granular last_checked dates per item.
© swaylq, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 14 other files in prototypes/cross-border-ecommerce-master/output of swaylq/master-skill.
- SKILL.md
- cli/README.md
- cli/decision/general-playbook.sh
- cli/decision/topic-1.sh
- cli/decision/topic-2.sh
- cli/decision/topic-3.sh
- cli/decision/topic-4.sh
- cli/lib/common.sh
- cli/protocol/agentic.sh
- cli/workflow/ppc-cycle.sh
- cli/workflow/us-eu.sh
- cli/workflow/workflow-1.sh
- cli/workflow/workflow-2.sh
- meta.json
- sub-skills
Open the folder on GitHubat commit 3dd8a77
Compare with similar skills
Cross Border Ecommerce Master next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Cross Border Ecommerce Master this skillswaylq/master-skill | 148 | — | ~3.3k | Automated safety check: Pass | MIT | |
| Amazon Buy Box Monitorbrowser-act/skills | 6.1k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Tourmind Bookingtourmind-com/Tourmind-Booking-Skills | 1.8k | — | ~13k | Automated safety check: Pass | MIT | |
| Ecommerce Image Suitewzj177/ecommerce-image-suite | 449 | — | ~10k | Automated safety check: Pass | Apache-2.0 | |
| Zach Feature Demand Validatorzach22-1999/amazon-skills | 209 | 1 repos | ~2.3k | Automated safety check: Notes | MIT | |
| Caramel CouponsDevinoSolutions/caramel | 141 | — | ~1.1k | Automated safety check: Pass | AGPL-3.0 |
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Related
Categories
Questions about Cross Border Ecommerce Master
What does Cross Border Ecommerce Master do?
跨境电商运营 (cross-border e-commerce operations) Master OS — automated mastery of cross-border e-commerce operations: top builders' mental models, tool stack, current workflows, jargon, and where to keep…. Cross Border Ecommerce Master is an agent skill from swaylq/master-skill. 跨境电商运营 (cross-border e-commerce operations) Master OS — automated mastery of cross-border e-commerce operations: top builders' mental models, tool stack, current workflows, jargon, and where to keep up.
When should I use Cross Border Ecommerce Master?
Cross Border Ecommerce Master fits situations like: this skill when the user works on cross-border e-commerce operations problems and wants industry-grade thinking; workflow guidance.
How do I install Cross Border Ecommerce Master in Claude Code?
Run `npx skills add swaylq/master-skill --skill cross-border-ecommerce-master -a claude-code`. Or copy the skill folder (prototypes/cross-border-ecommerce-master/output in swaylq/master-skill) into .claude/skills/cross-border-ecommerce-master in your project. Claude Code loads it when a task matches its description.
How do I install Cross Border Ecommerce Master in Codex?
Run `npx skills add swaylq/master-skill --skill cross-border-ecommerce-master -a codex`. Or copy the skill folder (prototypes/cross-border-ecommerce-master/output in swaylq/master-skill) into .agents/skills/cross-border-ecommerce-master in your project. Codex loads it when a task matches its description.
Can I use Cross Border Ecommerce Master in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add swaylq/master-skill --skill cross-border-ecommerce-master -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cross-border-ecommerce-master, .gemini/skills/cross-border-ecommerce-master, .github/skills/cross-border-ecommerce-master and .opencode/skills/cross-border-ecommerce-master in your project.
What does Cross Border Ecommerce Master need to run?
Going by SKILL.md and its folder, Cross Border Ecommerce Master needs a shell for the scripts in its folder. Our summary lists: A Bash shell.
Does Cross Border Ecommerce Master access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Cross Border Ecommerce Master safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Cross Border Ecommerce Master use?
Cross Border Ecommerce Master is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Cross Border Ecommerce Master use?
About 3.3k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Cross Border Ecommerce Master?
Skills that share tags, products or a category with Cross Border Ecommerce Master: Amazon Buy Box Monitor (browser-act/skills, 6.1k stars), Tourmind Booking (tourmind-com/Tourmind-Booking-Skills, 1.8k stars), Ecommerce Image Suite (wzj177/ecommerce-image-suite, 449 stars) and Zach Feature Demand Validator (zach22-1999/amazon-skills, 209 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cross Border Ecommerce Master?
swaylq (a GitHub user) maintains it in swaylq/master-skill, which has 148 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on September 6, 2026.
Source: swaylq/master-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.