Linkfox Mpstats Ozon Brand Products

What it does

When your agent uses it

• Tasks that involve Competitor analysis

Example prompts

• “MPSTATS”
• “Use the linkfox-mpstats-ozon-brand-products skill to mpstat Ozon 俄罗斯站按品牌下钻商品列表。按 Ozon 品牌展示名（俄语/拉丁）返回该品牌下全部商品的销量、销售额、价格、评分、库存、周转、损失销售额等完整指标，支持多维数值筛选、排…”
• “/linkfox-mpstats-ozon-brand-products”

Requirements

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

Workflow steps

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

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

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 2 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 Mpstats Ozon Brand Products loads about 2k tokens when it runs, and up to ~4.2k if it reads all its reference files. Until then it costs about 113 tokens; SKILL.md has 779 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~113

When it runs · the whole SKILL.md, loaded when a task matches

~2k

With references · SKILL.md plus every file in references/, read only if the agent opens them

~4.2k

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

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). 779 words, ~2,001 tokens.

name

linkfox-mpstats-ozon-brand-products

description

MPSTATS Ozon 俄罗斯站按品牌下钻商品列表。按 Ozon 品牌展示名（俄语/拉丁）返回该品牌下全部商品的销量、销售额、价格、评分、库存、周转、损失销售额等完整指标，支持多维数值筛选、排序、货币换算。用于品牌对标、竞品分析、品牌商品结构研究、ASIN 级（productId 级）爆款拆解。当用户提到 Ozon 品牌下钻、Ozon 品牌商品、Ozon 竞品品牌分析、品牌结构、品牌 SKU、品牌爆款、Ozon 品牌销售、MPSTATS brand, Ozon brand products, brand drill-down, brand competitor analysis, Russian marketplace brand SKUs, brand revenue share 时触发此技能。即使用户未明确说"MPSTATS"，只要意图是按 Ozon 品牌看该品牌下所有商品及其销量/价格/评分表现，也应触发此技能。

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

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

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

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

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

© 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 4 other files (scripts, references) in skills/linkfox-mpstats-ozon-brand-products of linkfox-ai/linkfox-skills.

• SKILL.md
• references/api.md
• references/onboarding.md
• scripts/mpstats_ozon_brand_products.py
• scripts/onboarding.py

Open the folder on GitHubat commit 38fef04