Agent skill

Linkfox Chuhaijiang Tiktok Live

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

使用出海匠(Chuhaijiang)研究 TikTok 公开直播市场,支持多条件直播搜索、单场直播详情和直播带货商品钻取。用户明确点名出海匠或 Chuhaijiang 且意图是直播搜索、直播详情或从直播反查商品时触发;即使用户未指定数据源,也仅在需要从直播反查带货商品时触发。通用 TikTok 带货直播榜单或详情使用…

MITAuto-check passed

Install Linkfox Chuhaijiang Tiktok Live

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

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

GitHub CLI
$ gh skill install linkfox-ai/linkfox-skills linkfox-chuhaijiang-tiktok-live --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-live .claude/skills/linkfox-chuhaijiang-tiktok-live && 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-live
GitHub stars
107
Token cost
~1.9k tokens
SKILL.md length
755 words
Files
7 (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 公开直播市场,支持多条件直播搜索、单场直播详情和直播带货商品钻取。用户明确点名出海匠或 Chuhaijiang 且意图是直播搜索、直播详情或从直播反查商品时触发;即使用户未指定数据源,也仅在需要从直播反查带货商品时触发。通用 TikTok 带货直播榜单或详情使用…

  • Works in 6 steps: State the requested marketplace,… → For search, show title, room ID/link,… → For detail, separate identity/host… → …
  • SKILL.md covers Core Concepts, Data Fields, Endpoints and Parameter Guide, plus 7 more sections
  • Runs Python scripts from its folder; calls python

What it does

Linkfox Chuhaijiang Tiktok Live is an agent skill from linkfox-ai/linkfox-skills. 使用出海匠(Chuhaijiang)研究 TikTok 公开直播市场,支持多条件直播搜索、单场直播详情和直播带货商品钻取。用户明确点名出海匠或 Chuhaijiang 且意图是直播搜索、直播详情或从直播反查商品时触发;即使用户未指定数据源,也仅在需要从直播反查带货商品时触发。通用 TikTok 带货直播榜单或详情使用 linkfox-kalodata-tiktok-livestream,从商品出发的关联直播研究使用 linkfox-chuhaijiang-tiktok-product;点名其他数据源时不触发。

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `references/api.md`, `references/onboarding.md` and `scripts/chuhaijiang_live_detail.py`).

It works with TikTok. The licence is MIT.

Example prompts

  • “/linkfox-chuhaijiang-tiktok-live”

Requirements

  • Python 3

Workflow steps

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

  1. State the requested marketplace, filters, sort, page, page size, and returned total.
  2. For search, show title, room ID/link, host, time range, audience, products, units sold, GMV, GPM, and OPM when returned.
  3. For detail, separate identity/host fields from optional core metrics; label follower_conversion_rate as a decimal unless explicitly…
  4. For related products, show product ID/title/image, country, price range, seller, units sold, GMV, commission rate, and conversion rate…
  5. Preserve 19-digit IDs as strings. Preserve raw epoch-millisecond timestamps and add readable dates only as derived labels.
  6. Report empty arrays honestly and never invent a product relationship or a currently-live status.

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 4 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 no API keys, tokens, secrets or passwords.

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

Context cost

Linkfox Chuhaijiang Tiktok Live loads about 1.9k tokens when it runs, and up to ~4.9k if it reads all its reference files. Until then it costs about 72 tokens; SKILL.md has 755 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.9k

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). 755 words, ~1,867 tokens.

Download SKILL.mdSave it as .claude/skills/linkfox-chuhaijiang-tiktok-live/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.
name
linkfox-chuhaijiang-tiktok-live
description
使用出海匠(Chuhaijiang)研究 TikTok 公开直播市场,支持多条件直播搜索、单场直播详情和直播带货商品钻取。用户明确点名出海匠或 Chuhaijiang 且意图是直播搜索、直播详情或从直播反查商品时触发;即使用户未指定数据源,也仅在需要从直播反查带货商品时触发。通用 TikTok 带货直播榜单或详情使用 linkfox-kalodata-tiktok-livestream,从商品出发的关联直播研究使用 linkfox-chuhaijiang-tiktok-product;点名其他数据源时不触发。

TikTok Live Commerce Intelligence

Use this skill to research public TikTok livestream commerce: discover live sessions with market filters, inspect one session and its performance metrics, or identify the products sold in that session.

Core Concepts

  • This is read-only public-market research. It does not start, moderate, schedule, or manage a TikTok livestream.
  • Search returns data.items[] plus data.total_count. Reuse a search item's string id for detail or related-product calls.
  • Detail returns identity and creator context in data.items[]; include=core additionally returns performance metrics in data.core.items[].
  • Related-product rows use tiktok_live_detail_product_* fields. Read references/api.md before interpreting them.
  • Money fields are objects such as { "unit": "US", "value": 2015752.25 }. Preserve both fields and do not silently relabel or convert the unit.
  • A requested country is query context; preserve the row-level country_code because it is authoritative for the returned record.

Data Fields

FieldMeaning
data.total_countTotal matching live sessions or products
data.items[].idLive room ID, or product ID on the related-products endpoint
title / room_linkLive title and public room URL
user_id / user_unique_idHost identifiers
gmv / gpm / opmRevenue, GMV per thousand viewers, and orders per thousand viewers
total_sold_count / product_countUnits sold and products promoted in the live
total_user / max_user_countTotal and peak audience counts
data.core.items[]Optional normalized performance metrics from detail include=core
tiktok_live_detail_product_*Related product, seller, price, sales, GMV, commission, and conversion fields

Endpoints

User goalEndpointScript
Search public livestreams/chuhaijiang/lives/searchchuhaijiang_live_search.py
Inspect one livestream/chuhaijiang/lives/detailchuhaijiang_live_detail.py
Find products sold in a livestream/chuhaijiang/lives/related-productschuhaijiang_live_related_products.py

Call only the endpoint needed for the user's current question. Do not automatically drill from search to detail or products because each endpoint is billed independently.

Parameter Guide

  • country: required lowercase marketplace code: br,de,es,fr,gb,id,it,jp,mx,my,ph,sg,th,us,vn.
  • page: starts at 1. Search and related products accept pageSize up to 10.
  • id: required for detail and related products. Pass 19-digit IDs as JSON strings to preserve precision.
  • include: detail-only optional string; use core when normalized performance metrics are needed.
  • Search supports keyword, category, productCategory, isLiving, isCommercial, sales/GMV/audience ranges, and sort in field:asc|desc form. The default sort is gmv:desc.
  • Use the camelCase request fields documented in references/api.md; do not send the upstream snake_case aliases.

调用方式

  • API 端点:POST /chuhaijiang/lives/search、POST /chuhaijiang/lives/detail 或 POST /chuhaijiang/lives/related-products(完整参数/响应/错误码见 references/api.md)
  • Python 脚本:python scripts/chuhaijiang_live_<entry>.py '<JSON 参数>' [--inline],其中 <entry> 为 search、detail 或 related_products
  • 成本约束: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。

输出策略(脚本默认行为):

  • 始终将完整响应写入 <cwd>/linkfox/<YYYY-MM-DD>/<session>/data/linkfox-chuhaijiang-tiktok-live-<timestamp>.json(<cwd> 为脚本执行时的工作目录,在 Claude Code 里即当前项目目录;<session> 取自环境变量 SESSION_ID,按用户任务自动聚合;禁止写入 /tmp,当前目录不可写则报错)
  • 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 只输出摘要(顶层字段、业务总数、最大列表字段的长度 + 前 3 条样本)
  • 加 --inline 强制全量打印到 stdout(同样落盘)

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

网关返回认证或余额错误时,读取 references/onboarding.md,按其中的 auth/billing 分流使用 scripts/onboarding.py。不要把 API Key、验证码、支付链接或原始用户消息写入反馈。

Usage Examples

bash
python scripts/chuhaijiang_live_search.py '{"country":"us","isCommercial":true,"sort":"gmv:desc","page":1,"pageSize":3}'
python scripts/chuhaijiang_live_detail.py '{"country":"us","id":"7643101948819835678","include":"core"}'
python scripts/chuhaijiang_live_related_products.py '{"country":"us","id":"7643101948819835678","page":1,"pageSize":3}'

These examples were production-validated with non-empty semantic results on 2026-08-29. Public-market IDs are volatile; use a fresh search result if an example stops resolving.

Show full SKILL.md (308 more words)Show less

Display Rules

  1. State the requested marketplace, filters, sort, page, page size, and returned total.
  2. For search, show title, room ID/link, host, time range, audience, products, units sold, GMV, GPM, and OPM when returned.
  3. For detail, separate identity/host fields from optional core metrics; label follower_conversion_rate as a decimal unless explicitly formatting it as a percentage.
  4. For related products, show product ID/title/image, country, price range, seller, units sold, GMV, commission rate, and conversion rate when present.
  5. Preserve 19-digit IDs as strings. Preserve raw epoch-millisecond timestamps and add readable dates only as derived labels.
  6. Report empty arrays honestly and never invent a product relationship or a currently-live status.

Important Limitations

  1. Data reflects the provider's indexed public snapshot and can lag TikTok.
  2. isLiving is a search filter, not proof that a returned room is still live when displayed later.
  3. Related products are available only when the indexed live session has product relationships.
  4. Search filters do not imply causality between audience, GMV, sales, and creator performance.
  5. Do not expose internal tool identifiers, credentials, cache files, or unrelated response fields.

User Expression & Scenario Quick Reference

Use this skill: “用出海匠搜美国 TikTok 带货直播”, “用 Chuhaijiang 看这场直播详情”, “这场直播卖了哪些商品”, “出海匠 TikTok live analytics”.

Adjacent: General TikTok livestream rankings or detail requests without a named source should use linkfox-kalodata-tiktok-livestream. Product-first research, including finding livestreams associated with a product, uses linkfox-chuhaijiang-tiktok-product. Creator-first live research uses linkfox-chuhaijiang-tiktok-creator.

Not applicable: starting or scheduling livestreams, moderation, seller-backend operations, order handling, replay downloading, transcription, or media generation/editing.

算力消耗规则

按端点分别计费:直播详情 9 算力/次;直播搜索和直播关联商品 18 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 authorizes it after an issue is identified. Sanitize the content and never include credentials, signed URLs, phone numbers, 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 6 other files (scripts, references) in skills/linkfox-chuhaijiang-tiktok-live of linkfox-ai/linkfox-skills.

  • SKILL.md
  • references/api.md
  • references/onboarding.md
  • scripts/chuhaijiang_live_detail.py
  • scripts/chuhaijiang_live_related_products.py
  • scripts/chuhaijiang_live_search.py
  • scripts/onboarding.py

Open the folder on GitHubat commit 38fef04

Compare with similar skills

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Works with

Questions about Linkfox Chuhaijiang Tiktok Live

What does Linkfox Chuhaijiang Tiktok Live do?

使用出海匠(Chuhaijiang)研究 TikTok 公开直播市场,支持多条件直播搜索、单场直播详情和直播带货商品钻取。用户明确点名出海匠或 Chuhaijiang 且意图是直播搜索、直播详情或从直播反查商品时触发;即使用户未指定数据源,也仅在需要从直播反查带货商品时触发。通用 TikTok 带货直播榜单或详情使用…. Linkfox Chuhaijiang Tiktok Live is an agent skill from linkfox-ai/linkfox-skills.

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

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

How do I install Linkfox Chuhaijiang Tiktok Live in Codex?

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

Can I use Linkfox Chuhaijiang Tiktok Live 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-live -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-live, .gemini/skills/linkfox-chuhaijiang-tiktok-live, .github/skills/linkfox-chuhaijiang-tiktok-live and .opencode/skills/linkfox-chuhaijiang-tiktok-live in your project.

What does Linkfox Chuhaijiang Tiktok Live need to run?

Going by SKILL.md and its folder, Linkfox Chuhaijiang Tiktok Live needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Linkfox Chuhaijiang Tiktok Live 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 Live 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 Live use?

Linkfox Chuhaijiang Tiktok Live 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 Live use?

About 1.9k tokens (SKILL.md is roughly 7.5k 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 3.1k tokens, read only when the agent opens those files.

What are the alternatives to Linkfox Chuhaijiang Tiktok Live?

Skills that share tags, products or a category with Linkfox Chuhaijiang Tiktok Live: 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 Live?

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.