Agent skill

Linkfox Chuhaijiang Tiktok Product

by linkfox-ai in linkfox-ai/linkfox-skills

使用出海匠(Chuhaijiang)研究 TikTok Shop 公开商品市场,支持搜索、详情、关联达人/直播/视频/评论、热推榜/新品榜/销量榜和图片找同款。用户点名出海匠或 Chuhaijiang 时触发;未指定数据源时,仅对关联直播、图片找同款或跨达人/直播/视频/评论的组合钻取触发。通用 TikTok 商品榜单或选品使用…

MITAuto-check passed

Install Linkfox Chuhaijiang Tiktok Product

skills CLI
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-chuhaijiang-tiktok-product -a claude-code

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

GitHub CLI
$ gh skill install linkfox-ai/linkfox-skills linkfox-chuhaijiang-tiktok-product --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/linkfox-ai/linkfox-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/linkfox-chuhaijiang-tiktok-product .claude/skills/linkfox-chuhaijiang-tiktok-product && 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
linkfox-chuhaijiang-tiktok-product
GitHub stars
107
Token cost
~2.4k tokens
SKILL.md length
906 words
Files
15 (incl. scripts, references)
Skills in repo
177
Repo updated
First seen
Licence
MIT

At a glance

使用出海匠(Chuhaijiang)研究 TikTok Shop 公开商品市场,支持搜索、详情、关联达人/直播/视频/评论、热推榜/新品榜/销量榜和图片找同款。用户点名出海匠或 Chuhaijiang 时触发;未指定数据源时,仅对关联直播、图片找同款或跨达人/直播/视频/评论的组合钻取触发。通用 TikTok 商品榜单或选品使用…

  • Works in 6 steps: State the marketplace, total count,… → For product lists, show image, title,… → Keep response currency units; do not… → …
  • SKILL.md covers Core Concepts, Data Fields, Endpoints and Parameter Guide, plus 8 more sections
  • Runs Python scripts from its folder; calls python; needs LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY

What it does

Linkfox Chuhaijiang Tiktok Product is an agent skill from linkfox-ai/linkfox-skills. 使用出海匠(Chuhaijiang)研究 TikTok Shop 公开商品市场,支持搜索、详情、关联达人/直播/视频/评论、热推榜/新品榜/销量榜和图片找同款。用户点名出海匠或 Chuhaijiang 时触发;未指定数据源时,仅对关联直播、图片找同款或跨达人/直播/视频/评论的组合钻取触发。通用 TikTok 商品榜单或选品使用 linkfox-kalodata-tiktok-product,按商品 URL/19 位 ID 查询当前公开详情使用 linkfox-tiktok-shop-product-detail,卖家后台商品操作使用 linkfox-tiktok-shop-product;点名其他数据源时不触发。

Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including scripts and reference files (for example `references/api.md`, `references/onboarding.md` and `scripts/chuhaijiang_product_detail.py`).

It works with TikTok. The licence is MIT.

Example prompts

  • “/linkfox-chuhaijiang-tiktok-product”

Requirements

  • Python 3
  • A credential in LINKFOX_AGENT_API_KEY
  • A credential in LINKFOXAGENT_API_KEY

Workflow steps

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

  1. State the marketplace, total count, current page, filters, and ranking window used.
  2. For product lists, show image, title, price range, sales/GMV window, rating, store, and product ID when available.
  3. Keep response currency units; do not silently label unit: US as another currency.
  4. For reviews, show rating, content, publish time, SKU specification, and media availability.
  5. For creators, lives, and videos, display the relationship metrics returned by that endpoint and retain the related entity ID for optional…
  6. Never expose API keys, signed upload URLs, or raw image bytes.

What it can do on your machine

Read from SKILL.md and the folder at commit 38fef04. 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 12 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • skill.linkfox.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • LINKFOX_AGENT_API_KEY
    • LINKFOXAGENT_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Linkfox Chuhaijiang Tiktok Product loads about 2.4k tokens when it runs, and up to ~7.4k if it reads all its reference files. Until then it costs about 87 tokens; SKILL.md has 906 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~87
When it runs · the whole SKILL.md, loaded when a task matches
~2.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~7.4k

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 linkfox-ai/linkfox-skills at commit 38fef04, republished under its MIT licence (© linkfox-ai). 906 words, ~2,382 tokens.

Download SKILL.mdSave it as .claude/skills/linkfox-chuhaijiang-tiktok-product/SKILL.md (or your agent's skills folder). This skill also uses 14 other files; get the full folder from GitHub.
name
linkfox-chuhaijiang-tiktok-product
description
使用出海匠(Chuhaijiang)研究 TikTok Shop 公开商品市场,支持搜索、详情、关联达人/直播/视频/评论、热推榜/新品榜/销量榜和图片找同款。用户点名出海匠或 Chuhaijiang 时触发;未指定数据源时,仅对关联直播、图片找同款或跨达人/直播/视频/评论的组合钻取触发。通用 TikTok 商品榜单或选品使用 linkfox-kalodata-tiktok-product,按商品 URL/19 位 ID 查询当前公开详情使用 linkfox-tiktok-shop-product-detail,卖家后台商品操作使用 linkfox-tiktok-shop-product;点名其他数据源时不触发。

TikTok Product Market Intelligence

Use this skill to research public TikTok Shop product markets: discover products, inspect one product, trace its creators/lives/videos/reviews, browse three rankings, or find visually similar products.

Core Concepts

  • Monetary fields are usually objects such as { "unit": "US", "value": 31 }, but some ranking fields can be plain numbers. Inspect the runtime type before reading and preserve unit when an object is returned.
  • Normal product endpoints require a lowercase marketplace code. Image search accepts an uppercase two-letter code and defaults to US.
  • Search and relationship endpoints return at most 10 records per page; ranking endpoints return at most 20.
  • Each endpoint call is billed independently. Do not repeat the same endpoint and parameters unless the user explicitly asks; successful responses use a 24-hour local cache keyed by endpoint, gateway, API Key fingerprint, and parameters.

Data Fields

FieldMeaning
data.total_countTotal matching records
data.itemsProduct or relationship records
data.core.itemsOptional product core metrics when detail include contains core
data.channel.itemsOptional channel-split sales metrics when detail include contains channel
id / product_idProduct or related-entity identifier
product_nameProduct title
floor_price / ceiling_priceCurrent price range
product_sold_count*Total or windowed sales
product_gmv* / interval_gmvTotal or windowed GMV
product_rating / review_countRating and review volume
product_imagesMain and thumbnail images
shop_name / seller_idStore identity

Relationship responses use endpoint-specific prefixed fields. Read references/api.md for the complete request definitions, response paths, key fields, and production-validated structure. Do not assume one shared schema.

Endpoints

IntentEndpointScriptPoints/call
Filter and discover products/chuhaijiang/products/searchchuhaijiang_product_search.py18
Inspect one product/chuhaijiang/products/detailchuhaijiang_product_detail.py9
Find promoting creators/chuhaijiang/products/related-creatorschuhaijiang_product_related_creators.py18
Find associated livestreams/chuhaijiang/products/related-liveschuhaijiang_product_related_lives.py18
Read product reviews/chuhaijiang/products/reviewschuhaijiang_product_reviews.py18
Find promoting videos/chuhaijiang/products/related-videoschuhaijiang_product_related_videos.py18
Browse most-promoted ranking/chuhaijiang/products/rankings/most-promotedchuhaijiang_product_rank_most_promoted.py18
Browse new-arrival ranking/chuhaijiang/products/rankings/new-arrivalschuhaijiang_product_rank_new_arrivals.py18
Browse top-selling ranking/chuhaijiang/products/rankings/top-sellingchuhaijiang_product_rank_top_selling.py18
Search by an uploaded image/chuhaijiang/products/image-searchchuhaijiang_product_image_search.py30
Upload helper for image search/chuhaijiang/upload/presigned-urlupload_image.py0

Call only the endpoint required by the user's current question. Ask before making additional paid drill-down calls that the user did not request.

Parameter Guide

  • country: one of br,de,es,fr,gb,id,it,jp,mx,my,ph,sg,th,us,vn for normal endpoints.
  • id: required for detail and relationship endpoints. Reuse a product id from search or ranking results.
  • page: starts at 1. pageSize is optional.
  • Search supports keyword, category, sellerType, price/rating/sales ranges, freeShipping, and sort (field:asc or field:desc).
  • Most-promoted and top-selling rankings require date (YYYYMMDD) and granularity (daily, weekly, monthly, 0, 1, or 2).
  • New arrivals optionally supports listedFrom, listedTo, and productStatus.
  • Use camelCase request names shown in references/api.md; do not send upstream snake_case names.

调用方式

  • API 端点:11 个 LinkFox 网关能力均使用 POST;完整请求地址、参数、响应和错误码见 references/api.md。本地图搜还会向预签名返回的 data.url 发送一次不携带 LinkFox API Key 的外部 HTTP PUT。
  • Python 脚本:python scripts/<entry>.py '<JSON 参数>' [--inline]
  • 成本约束:10 个商品业务入口脚本默认只缓存成功响应 24 小时,业务成功的空结果也可缓存;缓存按当前工作目录、调用身份、网关、端点和完整请求参数隔离。相同组合命中时输出 Cache hit,不会发起新的付费请求。HTTP 或业务失败不缓存;--inline 不绕过缓存;--no-cache 会强制真实请求并可能再次消耗算力,仅在用户明确同意额外消耗或调试时使用。上传预签名与 PUT 不使用响应缓存。

输出策略(10 个商品业务脚本):

  • 始终将完整响应写入 <cwd>/linkfox/<YYYY-MM-DD>/<session>/data/linkfox-chuhaijiang-tiktok-product-<timestamp>.json;<cwd> 为脚本执行时的当前工作目录,当前目录不可写时退出报错,不回退到用户目录或系统临时目录。
  • 响应体 ≤ 8 KB:落盘后把完整 JSON 打印到 stdout
  • 响应体 > 8 KB:落盘后 stdout 输出请求参数、顶层状态、data.total_count、各业务列表长度和首个非空业务列表的前 3 条样本
  • 加 --inline 强制全量打印到 stdout(同样落盘)
  • upload_image.py 是上传辅助脚本:只输出安全元数据,不保存包含 data.url 或 data.signed_url 的预签名响应。

读数据建议:先看摘要判断是否足够;需要具体字段时优先用 jq或ConvertFrom-Json 从保存的 json 文件按需抽取,避免整份 JSON 进入上下文。

解决认证和算力问题

发生以下异常情况时,采用 references/onboarding.md 引导解决问题:

异常情况
  • 未配置API Key:环境变量未配置 LINKFOX_AGENT_API_KEY,也未配置 LINKFOXAGENT_API_KEY。
  • 响应401或402状态码
  • 响应提示算力或余额不足:消息含"算力余额不足/计费不足/余额不足/quota exceeded/insufficient balance/套餐到期/需充值/请充值",或类似含义的内容。

Image Search Workflow

For a local JPG, JPEG, or PNG, upload it first:

bash
python scripts/upload_image.py /path/to/product.jpg

The helper calls the accelerated presign endpoint, uploads the bytes with HTTP PUT to the returned url, and prints only safe metadata such as osKey, osBucket, file metadata, upload status, and requestId. The returned signed_url is a temporary read URL, not an upload fallback, and must not be printed or persisted. Then call:

bash
python scripts/chuhaijiang_product_image_search.py '{"osKey":"returned-key","country":"US"}'

If the user already provides a valid osKey, skip the upload step.

Show full SKILL.md (331 more words)Show less

Usage Examples

bash
python scripts/chuhaijiang_product_search.py '{"country":"us","keyword":"beauty","minRating":4,"freeShipping":true,"pageSize":5}'
python scripts/chuhaijiang_product_detail.py '{"country":"us","id":"1732052189676081387"}'
python scripts/chuhaijiang_product_rank_top_selling.py '{"country":"us","date":"20260824","granularity":"daily","pageSize":10}'
python scripts/chuhaijiang_product_reviews.py '{"country":"us","id":"1732052189676081387","pageSize":10}'

Display Rules

  1. State the marketplace, total count, current page, filters, and ranking window used.
  2. For product lists, show image, title, price range, sales/GMV window, rating, store, and product ID when available.
  3. Keep response currency units; do not silently label unit: US as another currency.
  4. For reviews, show rating, content, publish time, SKU specification, and media availability.
  5. For creators, lives, and videos, display the relationship metrics returned by that endpoint and retain the related entity ID for optional drill-down.
  6. Never expose API keys, signed upload URLs, or raw image bytes.

Important Limitations

  1. Data is real-time market intelligence and cannot be treated as the user's private TikTok Shop account data.
  2. This skill does not manage orders, inventory, listings, fulfillment, affiliate invitations, or ad campaigns.
  3. Do not invent unsupported filters or compensate by repeatedly calling other endpoints.
  4. Search and rankings can change over time; report the request date/window with results.
  5. Image search requires a valid uploaded object key; local paths cannot be passed directly to the image-search endpoint.

User Expression & Scenario Quick Reference

Applicable:

  • 商品发现与详情:“用出海匠筛选美国 TikTok 美妆商品”,“用 Chuhaijiang 看这个商品详情”。
  • 关联数据:“用出海匠查哪些达人在带这个商品”,“找这个 TikTok 商品的关联直播”,“用出海匠看这个商品的评论”,“用出海匠查推广这个商品的视频”。
  • 商品榜单:“用出海匠看美国 TikTok 商品热推榜”,“用 Chuhaijiang 看美妆新品榜”,“用出海匠查 TikTok 商品销量榜”。
  • 图片与组合钻取:“用这张图找 TikTok 同款”,“同时分析这个商品的达人、直播、视频和评论”。

Adjacent: General TikTok product ranking or selection requests without a source should use linkfox-kalodata-tiktok-product. A public product URL or 19-digit product ID lookup should use linkfox-tiktok-shop-product-detail. Seller-side product operations should use linkfox-tiktok-shop-product. If the user asks for FastMoss, EchoTik, Kalodata, or another named source, use that source instead.

Not applicable: order handling, stock changes, listing publication, campaign creation, video downloading, or image generation/editing.

算力消耗规则

按端点分别计费:上传预签名 0 算力/次;商品详情 9 算力/次;商品搜索、关联达人、关联直播、商品评论、关联视频及商品榜单 18 算力/次;图片搜索 30 算力/次。

用户会因算力消耗而支付费用。高频调用或多端点钻取前,先说明预计调用次数与算力消耗。

Feedback: Use the Feedback API in references/api.md only when the user explicitly asks to submit feedback or explicitly authorizes submission after an issue is identified. Summarize and sanitize the content; never include API keys, signed URLs, phone numbers, raw user messages, or unrelated task context.


For more high-quality, professional cross-border e-commerce skills, visit LinkFox Skills.

© linkfox-ai, 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 (scripts, references) in skills/linkfox-chuhaijiang-tiktok-product of linkfox-ai/linkfox-skills.

  • SKILL.md
  • references/api.md
  • references/onboarding.md
  • scripts/chuhaijiang_product_detail.py
  • scripts/chuhaijiang_product_image_search.py
  • scripts/chuhaijiang_product_rank_most_promoted.py
  • scripts/chuhaijiang_product_rank_new_arrivals.py
  • scripts/chuhaijiang_product_rank_top_selling.py
  • scripts/chuhaijiang_product_related_creators.py
  • scripts/chuhaijiang_product_related_lives.py
  • scripts/chuhaijiang_product_related_videos.py
  • scripts/chuhaijiang_product_reviews.py
  • scripts/chuhaijiang_product_search.py
  • scripts/onboarding.py
  • scripts/upload_image.py

Open the folder on GitHubat commit 38fef04

Compare with similar skills

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    linkfox-ai/linkfox-skills

    按ASIN获取并分析亚马逊商品评论,支持15个站点(含美国站),按星级筛选评论。当用户提到亚马逊评论、美国站评论、商品评价、买家投诉、差评、好评、星级评分、评论分析、评论情感、产品改良建议、Vine评论、已验证购买评论、竞品评论研究、Amazon reviews, US reviews, Amazon.com reviews, product feedback, negative review…

    107 GitHub starsUsed in 1 repo~2.5k tokens
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Works with

Questions about Linkfox Chuhaijiang Tiktok Product

What does Linkfox Chuhaijiang Tiktok Product do?

使用出海匠(Chuhaijiang)研究 TikTok Shop 公开商品市场,支持搜索、详情、关联达人/直播/视频/评论、热推榜/新品榜/销量榜和图片找同款。用户点名出海匠或 Chuhaijiang 时触发;未指定数据源时,仅对关联直播、图片找同款或跨达人/直播/视频/评论的组合钻取触发。通用 TikTok 商品榜单或选品使用…. Linkfox Chuhaijiang Tiktok Product is an agent skill from linkfox-ai/linkfox-skills.

How do I install Linkfox Chuhaijiang Tiktok Product in Claude Code?

Run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-chuhaijiang-tiktok-product -a claude-code`. Or copy the skill folder (skills/linkfox-chuhaijiang-tiktok-product in linkfox-ai/linkfox-skills) into .claude/skills/linkfox-chuhaijiang-tiktok-product in your project. Claude Code loads it when a task matches its description.

How do I install Linkfox Chuhaijiang Tiktok Product in Codex?

Run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-chuhaijiang-tiktok-product -a codex`. Or copy the skill folder (skills/linkfox-chuhaijiang-tiktok-product in linkfox-ai/linkfox-skills) into .agents/skills/linkfox-chuhaijiang-tiktok-product in your project. Codex loads it when a task matches its description.

Can I use Linkfox Chuhaijiang Tiktok Product 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 linkfox-ai/linkfox-skills --skill linkfox-chuhaijiang-tiktok-product -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/linkfox-chuhaijiang-tiktok-product, .gemini/skills/linkfox-chuhaijiang-tiktok-product, .github/skills/linkfox-chuhaijiang-tiktok-product and .opencode/skills/linkfox-chuhaijiang-tiktok-product in your project.

What does Linkfox Chuhaijiang Tiktok Product need to run?

Going by SKILL.md and its folder, Linkfox Chuhaijiang Tiktok Product needs Python for the scripts in its folder, the command-line tools its instructions call (python) and credentials named LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY. Our summary lists: Python 3; A credential in LINKFOX_AGENT_API_KEY; A credential in LINKFOXAGENT_API_KEY.

Does Linkfox Chuhaijiang Tiktok Product access the network?

SKILL.md names 1 domain. As links in the text: skill.linkfox.com. This is read from the text; nothing was executed.

Is Linkfox Chuhaijiang Tiktok Product 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 Linkfox Chuhaijiang Tiktok Product use?

Linkfox Chuhaijiang Tiktok Product 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 Linkfox Chuhaijiang Tiktok Product use?

About 2.4k tokens (SKILL.md is roughly 9.5k 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 5.1k tokens, read only when the agent opens those files.

What are the alternatives to Linkfox Chuhaijiang Tiktok Product?

Skills that share tags, products or a category with Linkfox Chuhaijiang Tiktok Product: Social (coreyhaines31/marketingskills, 54k stars), Last30days (mvanhorn/last30days-skill, 64k stars), Social Content (freekmurze/dotfiles, 1k stars) and Video Transcribe (wendy7756/AI-Video-Transcriber, 3.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Linkfox Chuhaijiang Tiktok Product?

linkfox-ai (a GitHub user) maintains it in linkfox-ai/linkfox-skills, which has 107 GitHub stars. The repository holds 177 skills in this directory. The repository was last updated on September 14, 2026.

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