Kalodata-TikTok直播搜索与详情

Kalodata - TikTok Livestream Search & Detail

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

1. Browse TikTok Shop livestream leaderboards to discover top-performing shoppable livestreams (带货直播).
2. Fetch one livestream's full performance detail by livestreamId.

Use the search (rank) endpoint when the user wants rankings, hot livestreams, or livestream discovery. Use the detail endpoint when the user already has a livestreamId or has selected one livestream from a ranking result.

Core Concepts

The livestream ranking endpoint returns a paginated leaderboard filtered by region, dateRange, language, currency, and optional sortField. The default ranking order is by revenue (GMV) descending. Each livestream row includes identity, timing, scale, and creator fields. Results are paginated with pageNumber (1-5) and pageSize (5-100). The response does not include a total count — paginate until a page returns fewer than pageSize items. Money fields (revenue, unit_price) are returned as strings on the ranking endpoint.

The livestream detail endpoint fetches one shoppable TikTok livestream by livestreamId. It returns a 1-element array with the single livestream's full detail (12 fields), including viewers, numeric revenue, gpm, and product_number. There is no pagination and no total. The livestreamId usually comes from the ranking response field livestream_id.

Field names/types differ between the two endpoints: DETAIL uses viewers (RANK uses views); DETAIL revenue is a number (RANK revenue is a string); DETAIL has gpm and lacks unit_price (RANK has unit_price and lacks gpm). Do not assume field names/types carry over between the two endpoints.

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

Data Fields

Ranking rows (each item in data from /kalodata/livestream/rank):

Detail rows (the single item in data from /kalodata/livestream/detail):

Money fields are strings on RANK, numbers on DETAIL. Parse RANK revenue/unit_price (float(), Number(), or ConvertFrom-Json) before numeric comparison or formatting. Use the exact field name for the endpoint you are reading (views on RANK, viewers on DETAIL).

Parameter Guide

Livestream ranking (/kalodata/livestream/rank) — all parameters optional:

Livestream detail (/kalodata/livestream/detail):

调用方式

• API 端点：POST /kalodata/livestream/rank（榜单）或 POST /kalodata/livestream/detail（详情）（完整参数/响应/错误码见 references/api.md）
• Python 脚本：python scripts/kalodata_livestream_search.py '' [--inline]（榜单）或 python scripts/kalodata_livestream_detail.py '' [--inline]（详情）
• 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 /linkfox///data/linkfox-kalodata-tiktok-livestream-.json（ 为脚本执行时的工作目录，在 Claude Code 里即当前项目目录； 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 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。

Usage Examples

1. Browse top TikTok livestreams in the US

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

2. Fetch one livestream's detail

{"livestreamId":"7661409374878878494","region":"US","dateRange":"last7Day"}

3. Discovery-to-detail workflow

Run kalodata_livestream_search.py first, choose a row's livestream_id, then pass that value as livestreamId to kalodata_livestream_detail.py.

Display Rules

1. Present data only: Show the ranking in a clear table (livestream title, creator handle, revenue, views, duration, unit price, start/end times) and the detail as one grouped profile, without subjective business advice.
2. Ranking order: The default order is revenue (GMV) descending; there is no explicit rank field — position is implied by order. Preserve it unless the user explicitly requests a supported sortField.
3. Currency awareness: Display the requested currency alongside revenue/unit_price (rank) or revenue/gpm (detail).
4. Money as strings on RANK: RANK revenue and unit_price are returned as strings (e.g. "185590.52") — parse them before numeric comparison or formatting. DETAIL revenue is a number. Use the exact field name when extracting with jq / ConvertFrom-Json.
5. Viewers vs views: Use views for ranking rows and viewers for detail rows — do not mix them.
6. GPM: gpm is GMV per mille (detail-only) — present with appropriate precision (e.g. 903.79), not as a percentage.
7. Time fields: livestream_start_time/livestream_end_time are epoch milliseconds; livestream_duration is seconds. Format human-readable local times when displaying.
8. Time window: Always label which dateRange the data covers (e.g. "last 7 days").
9. Pagination hint: The ranking response has no total/page count; if a full page is returned, suggest the user can request the next page (up to pageNumber 5).
10. Single entity: The detail is one livestream — do not present it as a ranking or leaderboard.

Important Limitations

• Ranking is not keyword search: It browses a livestream leaderboard filtered by region/time; it does not search livestreams by keyword.
• Detail requires livestreamId: It cannot find a livestream by title alone. Obtain livestreamId from the ranking field livestream_id.
• Max 5 pages, page size 5-100: pageNumber is limited to 1-5; out of range returns errcode 501, errmsg "page_number 范围为 1-5，当前: ". pageSize must be between 5 and 100.
• No total/page count: Neither response includes total or page-count fields; paginate the ranking until a page returns fewer than pageSize items.
• Field names/types differ between endpoints: DETAIL uses viewers (RANK uses views); DETAIL revenue is a number (RANK revenue is a string); DETAIL has gpm and lacks unit_price (RANK has unit_price and lacks gpm). Do not assume field names/types carry over.
• Data delay: Both endpoints may have a statistical delay (T+1).
• Transient upstream errors: The gateway may occasionally return errcode 501, errmsg "调用 Kalodata 接口失败: Kalodata API HTTP 554: " (a transient upstream Kalodata error). Retry the same parameters once or twice; do not change parameters.
• Unsupported sort/filter: If a requested sortField is not accepted by the gateway, do NOT attempt workarounds — inform the user and fall back to the default ranking order.
• Use the matching Kalodata skills for non-livestream entities: creator/product/video/shop rankings or details.

User Expression & Scenario Quick Reference

Applicable -- TikTok livestream ranking or livestream detail lookup:

Not applicable -- Needs beyond TikTok livestreams:

• TikTok creator/product/video/shop rankings or details (use the corresponding Kalodata skills)
• A livestream's detail without a known livestreamId (first obtain the ID via the ranking endpoint)
• Amazon / Shopify / 1688 / other platforms' livestream data
• TikTok ad campaign management or content creation

Boundary judgment: When users say "直播榜" or "直播排行" in a TikTok Shop / TikTok e-commerce context, use the ranking endpoint. When they ask about a specific livestream's detailed metrics (revenue, viewers, duration, GPM) and a livestreamId is available (or can be obtained from the ranking), use the detail endpoint.

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:

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.

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