Agent skill

Linkfox Kalodata Tiktok Video

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

通过kalodata数据搜索TikTok电商热门带货视频榜单并查询指定视频的详细数据,支持按地区、货币、语言、日期范围与GMV范围查看高排名/高播放/热销带货视频,并可按GMV排序,或用videoId获取播放、点赞、评论、分享、销售额、GPM及广告投放指标。当用户提到TikTok视频搜索、TikTok视频榜单、TikTok视频排行、TikTok热门视频、TikTok带货视频排行、TikTok爆量…

MITAuto-check passed

Install Linkfox Kalodata Tiktok Video

skills CLI
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-kalodata-tiktok-video -a claude-code

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

GitHub CLI
$ gh skill install linkfox-ai/linkfox-skills linkfox-kalodata-tiktok-video --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-kalodata-tiktok-video .claude/skills/linkfox-kalodata-tiktok-video && 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-kalodata-tiktok-video
GitHub stars
107
Token cost
~2.2k tokens
SKILL.md length
913 words
Files
6 (incl. scripts, references)
Skills in repo
177
Repo updated
First seen
Licence
MIT

At a glance

通过kalodata数据搜索TikTok电商热门带货视频榜单并查询指定视频的详细数据,支持按地区、货币、语言、日期范围与GMV范围查看高排名/高播放/热销带货视频,并可按GMV排序,或用videoId获取播放、点赞、评论、分享、销售额、GPM及广告投放指标。当用户提到TikTok视频搜索、TikTok视频榜单、TikTok视频排行、TikTok热门视频、TikTok带货视频排行、TikTok爆量…

  • Works in 2 steps: Browse TikTok Shop video leaderboards to… → Fetch one video's full performance…
  • SKILL.md covers Core Concepts, Data Fields, Parameter Guide and 调用方式, plus 6 more sections
  • Runs Python scripts from its folder; calls python; needs LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY

What it does

Linkfox Kalodata Tiktok Video is an agent skill from linkfox-ai/linkfox-skills. 通过kalodata数据搜索TikTok电商热门带货视频榜单并查询指定视频的详细数据,支持按地区、货币、语言、日期范围与GMV范围查看高排名/高播放/热销带货视频,并可按GMV排序,或用videoId获取播放、点赞、评论、分享、销售额、GPM及广告投放指标。当用户提到TikTok视频搜索、TikTok视频榜单、TikTok视频排行、TikTok热门视频、TikTok带货视频排行、TikTok爆量视频、TikTok视频详情、TikTok带货视频数据、视频播放量、GMV筛选、视频互动数据、TikTok video search, TikTok video ranking, TikTok viral video chart, TikTok video detail, video analytics, kalodata video search/detail时触发此技能。即使用户未明确提及"kalodata",只要其需求涉及查看TikTok平台热门带货视频榜单或某个TikTok视频的详细带货与互动数据,也应触发此技能。

Its SKILL.md is about 2.2k 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 `references/api.md`, `references/onboarding.md` and `scripts/kalodata_video_detail.py`).

It works with TikTok. The licence is MIT.

Example prompts

  • “kalodata”
  • “/linkfox-kalodata-tiktok-video”

Requirements

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

Workflow steps

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

  1. Browse TikTok Shop video leaderboards to discover high-performing shoppable videos.
  2. Fetch one video's full performance detail by videoId.

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 3 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 Kalodata Tiktok Video loads about 2.2k tokens when it runs, and up to ~5k if it reads all its reference files. Until then it costs about 123 tokens; SKILL.md has 913 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~123
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~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 linkfox-ai/linkfox-skills at commit 38fef04, republished under its MIT licence (© linkfox-ai). 913 words, ~2,236 tokens.

Download SKILL.mdSave it as .claude/skills/linkfox-kalodata-tiktok-video/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
linkfox-kalodata-tiktok-video
description
通过kalodata数据搜索TikTok电商热门带货视频榜单并查询指定视频的详细数据,支持按地区、货币、语言、日期范围与GMV范围查看高排名/高播放/热销带货视频,并可按GMV排序,或用videoId获取播放、点赞、评论、分享、销售额、GPM及广告投放指标。当用户提到TikTok视频搜索、TikTok视频榜单、TikTok视频排行、TikTok热门视频、TikTok带货视频排行、TikTok爆量视频、TikTok视频详情、TikTok带货视频数据、视频播放量、GMV筛选、视频互动数据、TikTok video search, TikTok video ranking, TikTok viral video chart, TikTok video detail, video analytics, kalodata video search/detail时触发此技能。即使用户未明确提及"kalodata",只要其需求涉及查看TikTok平台热门带货视频榜单或某个TikTok视频的详细带货与互动数据,也应触发此技能。

Kalodata - TikTok Video Search & Detail

This skill supports a two-step TikTok video workflow via the Kalodata data source:

  1. Browse TikTok Shop video leaderboards to discover high-performing shoppable videos.
  2. Fetch one video's full performance detail by videoId.

Use the search endpoint when the user wants rankings, hot videos, viral videos, or video discovery. Use the detail endpoint when the user already has a videoId or has selected one video from a ranking result.

Core Concepts

The video ranking endpoint returns a paginated leaderboard filtered by region, dateRange, language, currency, and optional GMV range revenue_range. Use sortField to sort by revenue. Each video row includes identity, engagement, revenue, ad-performance, and creator fields. Results are paginated with pageNumber (1-5) and pageSize (5-100).

The video detail endpoint fetches one shoppable TikTok video by videoId. It returns the video's engagement metrics, monetization metrics, advertising metrics, creator identity, region, duration, and linked product count. The videoId usually comes from the ranking response field video_id.

Both endpoints may reflect a statistical delay (T+1). See references/api.md for full request and response details.

Data Fields

Ranking rows include:

FieldDescription
video_idVideo unique ID; pass this as videoId for detail lookup
video_titleVideo title / caption
viewsVideo view count
digg_count / comment_count / share_countLikes, comments, and shares
revenueTotal GMV in the requested currency
revenue_growth_rateRevenue growth rate (%)
ad / ad_view_ratio / ad_revenue_ratio / ads_roasAd and advertising performance fields
belonged_creator_id / belonged_creator_handleCreator identity
creator_debutCreator debut date

Detail rows additionally include:

FieldDescription
video_regionVideo region; may be empty
sales_volumnSales volume; field is spelled volumn
video_gpmGMV per mille (revenue per 1000 views)
ads_views / ad_cpa / ads_periodAd views, CPA, and ad running period
durationVideo duration in seconds
product_numberNumber of products linked in the video

Parameter Guide

Video ranking (/kalodata/video/rank)

ParameterTypeRequiredDescription
regionstringNoMarket region code, e.g. US
dateRangestringNoTime window, e.g. last7Day, last30Day
pageNumberintegerNoPage number, 1-5
pageSizeintegerNoPage size, 5-100
languagestringNoResponse language, e.g. zh-CN, en-US
currencystringNoCurrency for monetary metrics, e.g. USD
category_idstringNoCategory ID filter
shop_idstringNoShop ID filter
creator_idstringNoCreator ID filter
product_idstringNoProduct ID filter
revenue_rangestringNoGMV range because response field revenue is total GMV; examples: 1-100, >1000, <100
followers_rangestringNoCreator follower range filter
ads_roasnumberNoAdvertising ROAS filter
sortFieldobjectNoGMV sorting specification, e.g. {"field":"revenue","type":"DESC"}

Video detail (/kalodata/video/detail)

ParameterTypeRequiredDescription
videoIdstringYesTikTok video ID from ranking field video_id or a TikTok video URL
regionstringNoMarket region code, e.g. US
dateRangestringNoTime window, e.g. last7Day, last30Day
languagestringNoResponse language, e.g. zh-CN, en-US
currencystringNoCurrency for monetary metrics, e.g. USD

调用方式

  • API 端点:POST /kalodata/video/rank 或 POST /kalodata/video/detail(完整参数/响应/错误码见 references/api.md)
  • Python 脚本:python scripts/kalodata_video_search.py '<JSON 参数>' [--inline] 或 python scripts/kalodata_video_detail.py '<JSON 参数>' [--inline]
  • 成本约束:本工具会消耗算力;同一会话同一参数组合默认只调用一次,脚本带 24h 本地缓存。失败/空结果不得自动换关键词、翻页或改邮编连续试探;需要继续检索时先向用户说明会产生额外消耗。

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-kalodata-tiktok-video-<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、常见计数如 total/costToken、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

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。

Usage Examples

1. Browse top TikTok videos in the US

json
{"region":"US","dateRange":"last7Day","pageSize":10,"pageNumber":1,"currency":"USD"}

2. Filter by GMV and rank by GMV

json
{"region":"US","dateRange":"last7Day","revenue_range":"1-100","sortField":{"field":"revenue","type":"DESC"},"pageSize":10,"pageNumber":1,"currency":"USD"}

3. Fetch one video's detail

json
{"videoId":"7659161409279806734","region":"US","dateRange":"last7Day","currency":"USD"}

4. Discovery-to-detail workflow

text
Run kalodata_video_search.py first, choose a row's video_id, then pass that value as videoId to kalodata_video_detail.py.
Show full SKILL.md (356 more words)Show less

Display Rules

  1. Present ranking results in a table with title, video ID, views, engagement, revenue, ad indicators, and creator handle.
  2. Present detail results as one grouped profile: identity, engagement, monetization, ads, creator, duration, and linked products.
  3. Always label dateRange, region, and currency when showing metrics.
  4. Use the exact field name sales_volumn.
  5. video_gpm is GMV per mille; do not display it as a percentage.
  6. Preserve ranking order unless the user explicitly requests a supported sortField.

Important Limitations

  • Ranking is not keyword search; it browses leaderboards by region and time window.
  • The backend supports GMV range filtering through revenue_range; revenue in the response is GMV, not profit or ad spend.
  • Detail requires videoId; it cannot find a video by title alone.
  • The ranking response does not include total/page count; result count is data.length.
  • pageNumber is limited to 1-5 and pageSize is limited to 5-100.
  • Transient upstream errors may appear as errcode 501 with a Kalodata HTTP 554 message. Retry the same parameters once or twice; do not change parameters automatically.
  • Use the matching Kalodata product/creator/shop/livestream skills for non-video entities.

User Expression & Scenario Quick Reference

Applicable -- TikTok video ranking or video detail lookup:

User SaysScenario
"TikTok视频榜单", "TikTok视频排行"Video ranking lookup
"TikTok热门视频", "TikTok爆量视频"Top or viral video ranking
"TikTok带货视频排行", "top TikTok videos"Region-specific shoppable video leaderboard
"TikTok视频详情", "TikTok带货视频数据"Single video detail lookup
"视频播放量", "视频互动数据", "视频GPM"Video engagement or monetization metrics
"kalodata video search/detail"Direct data source reference

Not applicable -- Needs beyond TikTok videos:

  • TikTok product / creator / shop / livestream rankings or details
  • Keyword-based video or product search
  • TikTok advertising / ad campaign management
  • Video editing, video download, or content creation

算力消耗规则

每次调用消耗 7.0 算力。

用户会因算力消耗而支付费用。请充分评估:当需要高频调用本技能,或用户对算力消耗量预期不足时,务必提醒用户,由用户决定是否继续。

Feedback:

Auto-detect and report feedback via the Feedback API when any of the following apply:

  1. The functionality or purpose described in this skill does not match actual behavior
  2. The skill's results do not match the user's intent
  3. The user expresses dissatisfaction or praise about this skill
  4. Anything you believe could be improved

Call the feedback API as specified in references/api.md. Do not interrupt the user's flow.


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 5 other files (scripts, references) in skills/linkfox-kalodata-tiktok-video of linkfox-ai/linkfox-skills.

  • SKILL.md
  • references/api.md
  • references/onboarding.md
  • scripts/kalodata_video_detail.py
  • scripts/kalodata_video_search.py
  • scripts/onboarding.py

Open the folder on GitHubat commit 38fef04

Compare with similar skills

Linkfox Kalodata Tiktok Video 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.

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Video Transcribewendy7756/AI-Video-Transcriber3.3k—~937Automated safety check: NotesApache-2.0
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Works with

Questions about Linkfox Kalodata Tiktok Video

What does Linkfox Kalodata Tiktok Video do?

通过kalodata数据搜索TikTok电商热门带货视频榜单并查询指定视频的详细数据,支持按地区、货币、语言、日期范围与GMV范围查看高排名/高播放/热销带货视频,并可按GMV排序,或用videoId获取播放、点赞、评论、分享、销售额、GPM及广告投放指标。当用户提到TikTok视频搜索、TikTok视频榜单、TikTok视频排行、TikTok热门视频、TikTok带货视频排行、TikTok爆量…. Linkfox Kalodata Tiktok Video is an agent skill from linkfox-ai/linkfox-skills.

How do I install Linkfox Kalodata Tiktok Video in Claude Code?

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

How do I install Linkfox Kalodata Tiktok Video in Codex?

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

Can I use Linkfox Kalodata Tiktok Video 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-kalodata-tiktok-video -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-kalodata-tiktok-video, .gemini/skills/linkfox-kalodata-tiktok-video, .github/skills/linkfox-kalodata-tiktok-video and .opencode/skills/linkfox-kalodata-tiktok-video in your project.

What does Linkfox Kalodata Tiktok Video need to run?

Going by SKILL.md and its folder, Linkfox Kalodata Tiktok Video 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 Kalodata Tiktok Video 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 Kalodata Tiktok Video 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 Kalodata Tiktok Video use?

Linkfox Kalodata Tiktok Video 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 Kalodata Tiktok Video use?

About 2.2k tokens (SKILL.md is roughly 8.9k 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 2.8k tokens, read only when the agent opens those files.

What are the alternatives to Linkfox Kalodata Tiktok Video?

Skills that share tags, products or a category with Linkfox Kalodata Tiktok Video: 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 Kalodata Tiktok Video?

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.