Agent skill

Sealeap Dijiang Amazon Sourcing Cost Arbitrage

by xjli360 in xjli360/sealeap-amazon-skills

Compress landed product cost through a combination of cross-platform wholesale price comparison via a local sourcing agent, counter-seasonal ordering timing, smaller-factory relationship building…

MITAuto-check passedMarketing & SEO

Install Sealeap Dijiang Amazon Sourcing Cost Arbitrage

skills CLI
$ npx skills add xjli360/sealeap-amazon-skills --skill sealeap-dijiang-amazon-sourcing-cost-arbitrage -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install xjli360/sealeap-amazon-skills sealeap-dijiang-amazon-sourcing-cost-arbitrage --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/xjli360/sealeap-amazon-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/amazon-skills/youtube/dijiang/sealeap-dijiang-amazon-sourcing-cost-arbitrage .claude/skills/sealeap-dijiang-amazon-sourcing-cost-arbitrage && rm -rf skills-src

Use ~/.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/

Facts

Skill name
sealeap-dijiang-amazon-sourcing-cost-arbitrage
GitHub stars
251
Token cost
~838 tokens
SKILL.md length
145 words
Files
5 (incl. scripts, references)
Skills in repo
179
Repo updated
First seen
Licence
MIT

At a glance

Compress landed product cost through a combination of cross-platform wholesale price comparison via a local sourcing agent, counter-seasonal ordering timing, smaller-factory relationship building…

  • Works in 4 steps: 诊断:读取现状、证据和缺口,不生成线上写入动作。 → 方案草案:输出可审核的结构、参数范围、实验和回退值。 → 执行准备:只生成待批准变更表或 API/控制台操作草案。 → …
  • 采购成本太高怎么办、1688和跨境B2B平台怎么比价、反季下单要注意什么、要不要用采购代理、DDP运费怎么谈
  • SKILL.md covers 目标, 不可妥协的边界, 先判断任务模式 and 开始前要拿到, plus 3 more sections
  • Runs Python scripts from its folder

What it does

Sealeap Dijiang Amazon Sourcing Cost Arbitrage is an agent skill from xjli360/sealeap-amazon-skills. Compress landed product cost through a combination of cross-platform wholesale price comparison via a local sourcing agent, counter-seasonal ordering timing, smaller-factory relationship building, and negotiated delivered-duty-paid shipping terms, each verified against the current supplier's own quote rather than a generic benchmark. Use for 采购成本太高怎么办、1688和跨境B2B平台怎么比价、反季下单要注意什么、要不要用采购代理、DDP运费怎么谈. Do not use to bypass supplier vetting or skip quality inspection just to chase the lowest price.

Its SKILL.md is about 840 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/mcp-data-plan.md` and `references/playbook.md`).

It sits in Marketing & SEO. It works with 1688. The repository describes itself as: Reusable Agent Skills for Amazon product research, listings, advertising, inventory, and operations. The licence is MIT.

When your agent uses it

  • 采购成本太高怎么办、1688和跨境B2B平台怎么比价、反季下单要注意什么、要不要用采购代理、DDP运费怎么谈
  • Bypass supplier vetting
  • Skip quality inspection just to chase the lowest price

Example prompts

  • “/sealeap-dijiang-amazon-sourcing-cost-arbitrage”

Requirements

  • Python 3

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  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。

What it can do on your machine

Read from SKILL.md and the folder at commit 497d4b8. 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 1 file in scripts/ (Python), 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

Sealeap Dijiang Amazon Sourcing Cost Arbitrage loads about 838 tokens when it runs, and up to ~3.5k if it reads all its reference files. Until then it costs about 136 tokens; SKILL.md has 145 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~136
When it runs · the whole SKILL.md, loaded when a task matches
~838
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.5k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from xjli360/sealeap-amazon-skills at commit 497d4b8, republished under its MIT licence (© xjli360). 145 words, ~838 tokens.

Download SKILL.mdSave it as .claude/skills/sealeap-dijiang-amazon-sourcing-cost-arbitrage/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
sealeap-dijiang-amazon-sourcing-cost-arbitrage
description
Compress landed product cost through a combination of cross-platform wholesale price comparison via a local sourcing agent, counter-seasonal ordering timing, smaller-factory relationship building, and negotiated delivered-duty-paid shipping terms, each verified against the current supplier's own quote rather than a generic benchmark. Use for 采购成本太高怎么办、1688和跨境B2B平台怎么比价、反季下单要注意什么、要不要用采购代理、DDP运费怎么谈. Do not use to bypass supplier vetting or skip quality inspection just to chase the lowest price.

Amazon 跨境采购降本策略组合

目标

Compress landed product cost through a combination of cross-platform wholesale price comparison via a local sourcing agent, counter-seasonal ordering timing, smaller-factory relationship building, and negotiated delivered-duty-paid shipping terms, each verified against the current supplier's own quote rather than a generic benchmark.

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。
  • 来源中给出的具体折扣比例、每件降价金额与个案收益数字均为不可验证的个案说法,一律不作为可复制的预期收益,实际压价幅度需以自己拿到的报价单为准。
  • 使用本地采购代理引入了额外的信任与信息不对称风险(无法直接核实其转达的报价与实际成交价是否一致),应通过多方比价与阶段性验货交叉验证代理的可信度,不能单方面依赖代理的一面之词。
  • “反季下单更便宜”“小厂更愿意让价”均为来源经验总结的一般规律,不同品类、不同工厂的产能周期和议价空间差异很大,需按具体供应商的实际排产情况验证,不构成保证。
  • 到岸完税类运输条款要求供应商具备相应的清关与物流履约能力,并非所有供应商都能可靠执行,采用前必须先核实其过往履约记录,否则可能出现货物滞留或额外费用。

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

  • 目标 marketplace、类目、价格带、上架时间与运营模式
  • 候选品与同购买意图可比样本的销量、评论、价格和上架时间
  • 关键词需求、历史趋势、广告依赖、同款密度和品牌集中度
  • 采购、头程、平台费、退货、仓储、交期和合规/IP 基础信息

缺失项必须标为 NEEDS_EVIDENCE;不得猜数字、补属性或把不同站点、ASIN、变体、币种和时间窗混在一起。

工作流

先读取 references/playbook.md,确认该方法适用于当前对象。按以下顺序执行:

  1. 对已在面向海外买家的 B2B 平台上找到的候选商品,用同款关键词的目标语言翻译后,到该地区对内的批发平台上做同款比价,核实是否存在明显的“外向平台加价”,差距异常大时要先怀疑是否图片盗用/非同款,而不是直接假设更便宜的一定是同一货源。
  2. 若确认对内批发平台价格更优但自己无法直接下单沟通(语言/结算方式障碍),评估是否引入本地采购代理:明确代理费率/佣金结构、验货职责划分、出问题时的责任认定方式,并要求代理提供下单与质检的过程凭证。
  3. 按目标品类的销售旺季倒推生产周期,尝试在同行普遍集中下单的窗口之前(工厂产能相对空闲期)完成打样与首批下单,以换取更优的报价与排产优先级;具体提前量需按该品类实际生产周期与自身资金占用能力反推,不套用固定月份。
  4. 询价时不只筛选平台标注的顶级/金牌供应商,同时保留几家规模较小、排名靠后但响应积极的工厂作为对比对象,理由是小厂通常更愿意为拿到订单而在价格与定制上让步,但需要额外补做资质与产能核实,因为它们缺少平台高等级认证背书。
  5. 有条件参加行业展会等线下渠道,当面考察工厂并直接议价,作为线上比价与代理沟通之外的补充验证手段,用于交叉核实报价与产能说法的真实性。
  6. 在价格谈妥后,尝试与供应商谈成“到岸完税”一类的一口价运输条款,把清关、关税、末端配送整合进供应商责任范围,但仅对有可验证物流履约记录的供应商采用,避免把定价压力转嫁成后续物流失控的风险。

最后做数据充分性检查,并把结论分成 FACT / ESTIMATE / HYPOTHESIS / UNKNOWN。若关键证据不足,状态写 HOLD。

第三方 MCP 数据

仅在自有数据不足且当前任务确实需要外部证据时,读取 references/mcp-data-plan.md,再使用 scripts/mcp_research.py。本 Skill 的外部取数目的:如需核实同款商品在不同跨境B2B与对内批发平台上的报价差异,可用阿里巴巴/1688类数据连接器拉取公开的商品与供应商页面信息作为比价参考,不替代直接询价与验厂。

  • 先 doctor,再 search-tools 和 describe;工具名及参数以实时 tools/list 与 inputSchema 为准。
  • Token 只从环境变量读取。不得写入命令参数、URL、Skill、报告、日志或 Git。
  • tools/call 或 Actor 可能计费;先展示 Provider、工具、无密钥业务参数、预计成本与输出位置,核对已有授权覆盖后才加 --allow-cost;该标志不是费用上限。

必须交付的结果

  • 同款跨平台比价记录
  • 采购代理评估与责任划分说明
  • 反季下单时间线
  • 小厂候选与资质补充核实清单
  • 运输条款谈判要点
  • 数据范围、来源、采集时间、样本与限制。
  • 关键假设、待补证据、风险和不可确定项。
  • 若有动作:对象、旧值、新值、预期、停止条件、回退值与审批状态。

方案状态使用 READY FOR REVIEW / DRAFT / HOLD / STOP;如已执行,另行记录实际结果及回读证据。未得到明确批准时,不得声称已修改线上对象。

© xjli360, 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 4 other files (scripts, references) in amazon-skills/youtube/dijiang/sealeap-dijiang-amazon-sourcing-cost-arbitrage of xjli360/sealeap-amazon-skills.

  • SKILL.md
  • agents/openai.yaml
  • references/mcp-data-plan.md
  • references/playbook.md
  • scripts/mcp_research.py

Open the folder on GitHubat commit 497d4b8

Compare with similar skills

Sealeap Dijiang Amazon Sourcing Cost Arbitrage 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.

Sealeap Dijiang Amazon Sourcing Cost Arbitrage compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sealeap Dijiang Amazon Sourcing Cost Arbitrage this skillxjli360/sealeap-amazon-skills251—~838Automated safety check: PassMIT
Linkfox Dld Product Searchlinkfox-ai/linkfox-skills1071 repos~2.5kAutomated safety check: PassMIT
LinkfoxagentLeoYeAI/openclaw-master-skills2.2k—~3.8kAutomated safety check: PassMIT
Geo Fundamentalswasp-lang/wasp19k9 repos~861Automated safety check: PassMIT
Ab Testingcoreyhaines31/marketingskills54k3 repos~3.1kAutomated safety check: PassMIT
Hreflang and International SEOAgriciDaniel/claude-seo19k5 repos~3.4kAutomated safety check: PassMIT

Similar skills

  • Linkfox Dld Product Search

    linkfox-ai/linkfox-skills

    在中国1688批发平台(阿里巴巴国内B2B市场)上搜索和分析商品,用于找货源、供应商发现和选品。当用户提到1688商品搜索、1688找货源、在1688上找供应商、批发商品查询、工厂货源、一件代发供应商搜索、1688关键词选品、批发价格对比、按销量筛选、任何1688平台上的选品调研、1688 search, 1688 product selection, find suppliers…

    107 GitHub starsUsed in 1 repo~2.5k tokens
    Sales & SupportAuto-check passed
  • Linkfoxagent

    LeoYeAI/openclaw-master-skills

    Cross-border e-commerce AI Agent with 41 specialized tools for Amazon/TikTok/eBay/Walmart product research, competitor analysis, keyword tracking, review insights, patent detection, trend analysis…

    2.2k GitHub stars~3.8k tokensUpdated 2 mo ago
    Legal & ComplianceAuto-check passed
  • Geo Fundamentals

    wasp-lang/wasp

    Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).

    19k GitHub starsUsed in 9 repos~861 tokens
    Marketing & SEOAuto-check passed
  • Ab Testing

    coreyhaines31/marketingskills

    When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program.

    54k GitHub starsUsed in 3 repos~3.1k tokens
    Marketing & SEOAuto-check passed
  • Hreflang and International SEO

    AgriciDaniel/claude-seo

    Audits, validates and generates hreflang tags for multi-language and multi-region sites in HTML, HTTP headers or XML sitemaps, flagging common code and return-tag mistakes.

    19k GitHub starsUsed in 5 repos~3.4k tokens
    Marketing & SEOAuto-check passed
  • Referrals

    coreyhaines31/marketingskills

    When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy.

    54k GitHub starsUsed in 2 repos~2.6k tokens
    Marketing & SEOAuto-check passed

More from xjli360/sealeap-amazon-skills

All 179 skills in this repo
  • Sealeap Amazon Acos Diagnostics

    xjli360/sealeap-amazon-skills

    Diagnose Amazon Ads ACOS with reconciled CTR, CPC, CVR, AOV, ROAS, TACOS, placement, search-term, benchmark, attribution, and contribution-margin evidence, then produce a single-variable…

    251 GitHub stars~1.2k tokensUpdated 13 days ago
    Auto-check passed
  • Sealeap Amazon Ca Apparel Ads

    xjli360/sealeap-amazon-skills

    Diagnose and draft Amazon Canada apparel advertising plans with lifecycle and seasonal timing, English/French search coverage, account evidence, profitability guardrails, and approval-ready…

    251 GitHub stars~1.2k tokensUpdated 13 days ago
    Auto-check passed
  • Sealeap Amazon Listing Optimizer

    xjli360/sealeap-amazon-skills

    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…

    251 GitHub stars~1.4k tokensUpdated 13 days ago
    Auto-check passed
  • Sealeap Amazon Prime Day Planning

    xjli360/sealeap-amazon-skills

    Filter, interpret, and turn the authorized 2025 Amazon Prime Day advertising insight records into a qualified event plan without averaging incompatible slices or treating historical benchmarks as…

    251 GitHub stars~591 tokensUpdated 13 days ago
    Auto-check passed
  • Sealeap Amazon Product Targeting

    xjli360/sealeap-amazon-skills

    Research, diagnose, and draft Amazon Ads ASIN and category product-targeting plans that complement keyword targeting, including audience expansion, competitor and category traffic, cross-sell…

    251 GitHub stars~1.2k tokensUpdated 13 days ago
    Auto-check passed
  • Sealeap Amazon Acos Conversion Diagnostics

    xjli360/sealeap-amazon-skills

    Diagnose high Amazon Ads ACoS by decomposing CPC, conversion rate, price, query mix, placement mix, and sample sufficiency.

    251 GitHub stars~552 tokensUpdated 13 days ago
    Auto-check passed

Works with

Categories

Questions about Sealeap Dijiang Amazon Sourcing Cost Arbitrage

What does Sealeap Dijiang Amazon Sourcing Cost Arbitrage do?

Compress landed product cost through a combination of cross-platform wholesale price comparison via a local sourcing agent, counter-seasonal ordering timing, smaller-factory relationship building…. Sealeap Dijiang Amazon Sourcing Cost Arbitrage is an agent skill from xjli360/sealeap-amazon-skills. Compress landed product cost through a combination of cross-platform wholesale price comparison via a local sourcing agent, counter-seasonal ordering timing, smaller-factory relationship building, and negotiated delivered-duty-paid shipping terms, each verified against the current supplier's own quote rather than a generic benchmark.

When should I use Sealeap Dijiang Amazon Sourcing Cost Arbitrage?

Sealeap Dijiang Amazon Sourcing Cost Arbitrage fits situations like: 采购成本太高怎么办、1688和跨境B2B平台怎么比价、反季下单要注意什么、要不要用采购代理、DDP运费怎么谈; bypass supplier vetting; skip quality inspection just to chase the lowest price.

How do I install Sealeap Dijiang Amazon Sourcing Cost Arbitrage in Claude Code?

Run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-dijiang-amazon-sourcing-cost-arbitrage -a claude-code`. Or copy the skill folder (amazon-skills/youtube/dijiang/sealeap-dijiang-amazon-sourcing-cost-arbitrage in xjli360/sealeap-amazon-skills) into .claude/skills/sealeap-dijiang-amazon-sourcing-cost-arbitrage in your project. Claude Code loads it when a task matches its description.

How do I install Sealeap Dijiang Amazon Sourcing Cost Arbitrage in Codex?

Run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-dijiang-amazon-sourcing-cost-arbitrage -a codex`. Or copy the skill folder (amazon-skills/youtube/dijiang/sealeap-dijiang-amazon-sourcing-cost-arbitrage in xjli360/sealeap-amazon-skills) into .agents/skills/sealeap-dijiang-amazon-sourcing-cost-arbitrage in your project. Codex loads it when a task matches its description.

Can I use Sealeap Dijiang Amazon Sourcing Cost Arbitrage 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 xjli360/sealeap-amazon-skills --skill sealeap-dijiang-amazon-sourcing-cost-arbitrage -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sealeap-dijiang-amazon-sourcing-cost-arbitrage, .gemini/skills/sealeap-dijiang-amazon-sourcing-cost-arbitrage, .github/skills/sealeap-dijiang-amazon-sourcing-cost-arbitrage and .opencode/skills/sealeap-dijiang-amazon-sourcing-cost-arbitrage in your project.

What does Sealeap Dijiang Amazon Sourcing Cost Arbitrage need to run?

Going by SKILL.md and its folder, Sealeap Dijiang Amazon Sourcing Cost Arbitrage needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Sealeap Dijiang Amazon Sourcing Cost Arbitrage 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 Sealeap Dijiang Amazon Sourcing Cost Arbitrage 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Sealeap Dijiang Amazon Sourcing Cost Arbitrage use?

Sealeap Dijiang Amazon Sourcing Cost Arbitrage 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 Sealeap Dijiang Amazon Sourcing Cost Arbitrage use?

About 838 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.7k tokens, read only when the agent opens those files.

What are the alternatives to Sealeap Dijiang Amazon Sourcing Cost Arbitrage?

Skills that share tags, products or a category with Sealeap Dijiang Amazon Sourcing Cost Arbitrage: Linkfox Dld Product Search (linkfox-ai/linkfox-skills, 107 stars), Linkfoxagent (LeoYeAI/openclaw-master-skills, 2.2k stars), Geo Fundamentals (wasp-lang/wasp, 19k stars) and Ab Testing (coreyhaines31/marketingskills, 54k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sealeap Dijiang Amazon Sourcing Cost Arbitrage?

xjli360 (a GitHub user) maintains it in xjli360/sealeap-amazon-skills, which has 251 GitHub stars. The repository holds 179 skills in this directory. The repository was last updated on September 28, 2026.

Source: xjli360/sealeap-amazon-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.