Kalodata - TikTok Video Search & Detail
This skill supports a two-step TikTok video workflow via the Kalodata data source:
- Browse TikTok Shop video leaderboards to discover high-performing shoppable videos.
- 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:
| Field | Description |
|---|---|
| video_id | Video unique ID; pass this as videoId for detail lookup |
| video_title | Video title / caption |
| views | Video view count |
| digg_count / comment_count / share_count | Likes, comments, and shares |
| revenue | Total GMV in the requested currency |
| revenue_growth_rate | Revenue growth rate (%) |
| ad / ad_view_ratio / ad_revenue_ratio / ads_roas | Ad and advertising performance fields |
| belonged_creator_id / belonged_creator_handle | Creator identity |
| creator_debut | Creator debut date |
Detail rows additionally include:
| Field | Description |
|---|---|
| video_region | Video region; may be empty |
| sales_volumn | Sales volume; field is spelled volumn |
| video_gpm | GMV per mille (revenue per 1000 views) |
| ads_views / ad_cpa / ads_period | Ad views, CPA, and ad running period |
| duration | Video duration in seconds |
| product_number | Number of products linked in the video |
Parameter Guide
Video ranking (/kalodata/video/rank)
| Parameter | Type | Required | Description |
|---|---|---|---|
| region | string | No | Market region code, e.g. US |
| dateRange | string | No | Time window, e.g. last7Day, last30Day |
| pageNumber | integer | No | Page number, 1-5 |
| pageSize | integer | No | Page size, 5-100 |
| language | string | No | Response language, e.g. zh-CN, en-US |
| currency | string | No | Currency for monetary metrics, e.g. USD |
| category_id | string | No | Category ID filter |
| shop_id | string | No | Shop ID filter |
| creator_id | string | No | Creator ID filter |
| product_id | string | No | Product ID filter |
| revenue_range | string | No | GMV range because response field revenue is total GMV; examples: 1-100, >1000, <100 |
| followers_range | string | No | Creator follower range filter |
| ads_roas | number | No | Advertising ROAS filter |
| sortField | object | No | GMV sorting specification, e.g. {"field":"revenue","type":"DESC"} |
Video detail (/kalodata/video/detail)
| Parameter | Type | Required | Description |
|---|---|---|---|
| videoId | string | Yes | TikTok video ID from ranking field video_id or a TikTok video URL |
| region | string | No | Market region code, e.g. US |
| dateRange | string | No | Time window, e.g. last7Day, last30Day |
| language | string | No | Response language, e.g. zh-CN, en-US |
| currency | string | No | Currency 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
{"region":"US","dateRange":"last7Day","pageSize":10,"pageNumber":1,"currency":"USD"}
2. Filter by GMV and rank by GMV
{"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
{"videoId":"7659161409279806734","region":"US","dateRange":"last7Day","currency":"USD"}
4. Discovery-to-detail workflow
Run kalodata_video_search.py first, choose a row's video_id, then pass that value as videoId to kalodata_video_detail.py.
Display Rules
- Present ranking results in a table with title, video ID, views, engagement, revenue, ad indicators, and creator handle.
- Present detail results as one grouped profile: identity, engagement, monetization, ads, creator, duration, and linked products.
- Always label
dateRange,region, andcurrencywhen showing metrics. - Use the exact field name
sales_volumn. video_gpmis GMV per mille; do not display it as a percentage.- 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;revenuein 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. pageNumberis limited to 1-5 andpageSizeis limited to 5-100.- Transient upstream errors may appear as
errcode 501with 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 Says | Scenario |
|---|---|
| "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:
- The functionality or purpose described in this skill does not match actual behavior
- The skill's results do not match the user's intent
- The user expresses dissatisfaction or praise about this skill
- Anything you believe could be improved
Call the feedback API as specified in references/api.md. Do not interrupt the user's flow.
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