Kalodata - TikTok Product Search & Detail

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

Browse TikTok Shop product leaderboards to discover top-ranked and best-selling products.
Fetch one product's full detail by productId.

Use the ranking endpoint when the user wants best-seller rankings, hot products, or product discovery. Use the detail endpoint when the user already has a productId or has selected one product from a ranking result.

Core Concepts

The product ranking endpoint returns a paginated leaderboard filtered by region, dateRange, currency, language, and optional sortField. Each product row includes identity, price, sales volume, revenue (split across video, live, and showcase channels), revenue growth rate, commission rate, and launch date. Results are paginated with pageNumber (1-5) and pageSize (5-100).

The product detail endpoint fetches one TikTok Shop product by productId. It returns the product's price range, sales, revenue (with channel split), commission rate, launch date, review count, category hierarchy, owning shop, and associated video/live/creator counts. The productId usually comes from the ranking response field product_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 | |-------|-------------| | product_id | Product unique ID; pass this as productId for detail lookup | | product_name | Product title | | unit_price | Price per unit (currency follows region, e.g. USD for US) | | sales_volumn | Units sold (field is spelled volumn) | | revenue | Total revenue / GMV; equals video + live + showcase revenue | | video_revenue | Revenue from the video channel | | live_revenue | Revenue from the live-stream channel | | showcase_revenue | Revenue from the showcase / 橱窗 channel | | revenue_growth_rate | Revenue growth rate (%) | | commission_rate | Commission rate as a direct percentage (25.0 = 25%) | | launch_date | Product launch date (YYYY-MM-DD) |

Detail rows additionally include:

| Field | Description | |-------|-------------| | product_region | Product market region (e.g. us) | | product_shop_id | ID of the shop this product belongs to | | pri_cate_id / sec_cate_id / ter_cate_id | Primary / secondary / tertiary category IDs | | min_price / max_price | Minimum / maximum price in the requested currency | | product_review_count | Number of product reviews | | delivery_type | Delivery type (e.g. local) | | video_number / live_number / creator_number | Associated video / live / creator counts | | shopping_mall_revenue | Revenue from the shopping mall (商城) channel |

Detail revenue channel split: revenue = video_revenue + live_revenue + shopping_mall_revenue.

Parameter Guide

Product ranking (/kalodata/product/rank)

| Parameter | Type | Required | Description | |-----------|------|----------|-------------| | region | string | No | TikTok Shop market region code, e.g. US. Default US when unspecified | | dateRange | string | No | Relative time window, e.g. last7Day, last30Day | | currency | string | No | Currency for monetary metrics, e.g. USD | | language | string | No | Response language, e.g. zh-CN, en-US | | sortField | object | No | Sorting specification; omit for default ranking | | pageNumber | integer | No | Page number, 1-5 | | pageSize | integer | No | Page size, 5-100 |

Product detail (/kalodata/product/detail)

| Parameter | Type | Required | Description | |-----------|------|----------|-------------| | productId | string | Yes | TikTok product ID from ranking field product_id (string to preserve precision) | | 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/product/rank 或 POST /kalodata/product/detail（完整参数/响应/错误码见 references/api.md）
Python 脚本：python scripts/kalodata_product_search.py '<JSON 参数>' [--inline] 或 python scripts/kalodata_product_detail.py '<JSON 参数>' [--inline]
成本约束：本工具会消耗积分；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-product-<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。

解决认证和积分问题

发生以下异常情况时，采用以下措施来处理：

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
响应提示积分或余额不足：消息含"积分余额不足/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。

措施

优先采用skill内的 onboarding.md 引导解决问题。
如找不到 onboarding.md 文件，则加载 /linkfox-onboarding 这个skill并根据它的引导来处理。如未安装请先安装：
- 下载 https://agent-files.linkfox.com/skills/linkfox-onboarding/release.zip，解压后安装这个skill。如需用户授权才可下载，要询问用户获得授权，你不能自己放弃下载。
兜底措施：仅当前面两个措施经过所有努力都走不通时，才提示用户依据 https://skill.linkfox.com/linkfoxskills/guide.htm 指引获取API Key，或去 https://os.linkfox.com/ 补充积分。

Usage Examples

1. Browse top TikTok products in the US (last 7 days)

{"region":"US","dateRange":"last7Day","pageSize":20,"pageNumber":1,"currency":"USD"}

2. Fetch one product's detail

{"productId":"1729508370969629931","region":"US","dateRange":"last7Day","currency":"USD"}

3. Discovery-to-detail workflow

Run kalodata_product_search.py first, choose a row's product_id, then pass that value as productId to kalodata_product_detail.py.

Display Rules

Present ranking results in a table with product name, product ID, price, sales volume, revenue (with channel split), growth rate, commission rate, and launch date.
Present detail results as one grouped profile: identity, price range, sales, revenue (channel split), commission, category hierarchy, owning shop, and associated video/live/creator counts.
Always label dateRange, region, and currency when showing monetary metrics.
Use the exact field name sales_volumn.
commission_rate is a direct percentage (25.0 = 25%), not basis points — show with a % sign.
revenue_growth_rate is a percentage — show with a % sign.
Revenue channel split: ranking revenue = video_revenue + live_revenue + showcase_revenue; detail revenue = video_revenue + live_revenue + shopping_mall_revenue. Present the split when useful.
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.
Detail requires productId; it cannot find a product by name alone. Obtain productId from the ranking product_id first.
The ranking response does not include total or page count; result count is data.length.
pageNumber is limited to 1-5 and pageSize is limited to 5-100.
A valid-but-empty request (e.g. an unsupported region) may return errcode 200 with no data field and still be billed.
Transient upstream errors may appear as errcode 501 with a Kalodata HTTP 5xx message (e.g. 522/554). Retry the same parameters once or twice; do not change parameters automatically.
Use the matching Kalodata video/creator/shop/livestream skills for non-product entities.

User Expression & Scenario Quick Reference

Applicable -- TikTok product ranking or product detail lookup:

| User Says | Scenario | |-----------|----------| | "TikTok商品榜单", "TikTok商品排行" | Product ranking lookup | | "TikTok热销榜", "TikTok爆品排行", "TikTok选品榜单" | Best-seller / hot product ranking | | "kalodata商品榜", "kaloda排行" | Direct data source reference | | "TikTok商品详情", "TikTok商品资料" | Single product detail lookup | | "商品价格", "商品销量" | Product price / sales | | "kalodata product rank/detail", "product analytics" | Direct product detail reference |

Not applicable -- Needs beyond TikTok products:

TikTok video / creator / shop / livestream rankings or details
Keyword-based product search
Amazon / Shopify / 1688 product research (use the platform-specific skills)
TikTok advertising / ad campaign management or content creation

积分消耗规则

每次调用消耗 7.0 积分。

用户会因积分消耗而支付费用。请充分评估：当需要高频调用本技能，或用户对积分消耗量预期不足时，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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