MPSTATS Ozon Brand Products

This skill drills into all Ozon (Russia) products sold under a given brand display name, returning each SKU's sales, revenue, price, rating, stock, turnover, lost profit, and more. Built for brand competitor audits, brand SKU structure analysis, and bestseller dissection.

Core Concepts

Brand display name: brandName must match what's shown on the Ozon storefront — typically Russian (Cyrillic) or Latin (adidas, Xiaomi). Do not pass a category path, a seller ID, or an internal brand code here. If unsure of the exact spelling, resolve via mpstats-ozon-product-search first.

Filters are AND-combined: The filters array supports multiple numeric conditions ANDed together. Each filter is {field, op, value, value2?}. Common fields and operators are in the Filter Reference below.

Currency & rate: Default currency is RUB. Set currency: "USD" (or another code) to have monetary fields converted server-side; currencyRate lets you override the default rate if desired.

FBO / FBS mix: includeFbs: true folds FBS (seller-shipped) stock + sales into the numbers; false keeps them FBO-only.

Parameters

Filter Reference

Each filters entry: {"field": "<snake_case>", "op": "<OP>", "value": <num>, "value2": <num?>}.

Common fields: sales (monthly units), finalprice (selling price RUB), rating (0-5), comments (review count), balance (stock), revenue (sales amount RUB), daysinstock, turnoverdays, lostprofit, categoryposition.

Operators: GTE, LTE, GT, LT, EQ, NOT_EQ, BETWEEN (requires value2 as the upper bound).

调用方式

• API 端点：POST /mpstats/ozon/brandProducts（完整参数/响应/错误码见 references/api.md）
• Python 脚本：python scripts/mpstatsozonbrand_products.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-mpstats-ozon-brand-products-<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 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 LINKFOXAGENTAPIKEY，也未配置 LINKFOXAGENTAPI_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. Top-50 by sales for brand adidas

{
  "brandName": "adidas",
  "sortField": "sales",
  "sortDirection": "desc",
  "pageSize": 50
}

2. High-rating, mid-price filter

{
  "brandName": "Xiaomi",
  "filters": [
    {"field": "rating", "op": "GTE", "value": 4.5},
    {"field": "final_price", "op": "BETWEEN", "value": 1000, "value2": 5000}
  ],
  "sortField": "revenue",
  "sortDirection": "desc"
}

3. USD-converted output

{
  "brandName": "Nike",
  "currency": "USD",
  "sortField": "revenue"
}

4. Include FBS + only in-stock items

{
  "brandName": "adidas",
  "includeFbs": true,
  "filters": [{"field": "balance", "op": "GT", "value": 0}]
}

5. Lost-profit hunters (out-of-stock pain)

{
  "brandName": "Nike",
  "filters": [{"field": "lost_profit", "op": "GTE", "value": 100000}],
  "sortField": "lost_profit",
  "sortDirection": "desc"
}

Display Rules

1. Compact brand table — key columns: productId, title, price, monthlySalesUnits, monthlySalesRevenue, rating, reviewCount, balance, turnoverDays, lostProfit.
2. Revenue share context — revenueSharePercent is the SKU's share within this brand result set, 0-100; clarify the base when presenting.
3. Currency labeling — always state the currency in the table header; if currency was overridden, note "已按 USD 换算".
4. Russian titles — preserve original; translate on user request.
5. Pagination — report total and guide the user to next page or narrower filters when total exceeds the returned page.
6. No business advice — present the data; don't project future sales from a snapshot.

Important Limitations

• Exact brand-name match — no fuzzy search; typos return empty results. Verify via mpstats-ozon-product-search if unsure.
• Page cap — max 100 rows per page; paginate for larger brands.
• Date window — endDate cannot be today or a future date (T-1 data).
• Currency conversion — server-side; historical rates may differ slightly from the user's reference rate.
• Russian-only titles — translate only when asked.

User Expression & Scenario Quick Reference

Applicable — Brand-scoped Ozon product metrics:

Not applicable — Needs beyond brand drill-down:

• Unknown exact brand name → first use mpstats-ozon-product-search
• Category-level comparison across brands → use mpstats-ozon-category-products
• Seller-scoped analysis → use mpstats-ozon-seller-products
• Single-SKU time-series → use mpstats-ozon-product-trend
• Wildberries / other Russian marketplaces → not covered

Boundary judgment: Use this skill when the question centers on one brand and you want the per-SKU rollup under it. For "which brand dominates category X" use category drill-down and compare brand rows server-side.

积分消耗规则

按动态规则计费：消耗积分 = 12。列表为空返回 0

重要：本技能的服务按倍数动态计算，可能一次性消耗大量积分，必须提醒用户，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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