Linkfox Mpstats Ozon Category Products

What it does

Example prompts

• “MPSTATS”
• “Use the linkfox-mpstats-ozon-category-products skill to mpstat Ozon 俄罗斯站按俄语类目路径下钻该类目全部商品。返回每个 SKU…”
• “/linkfox-mpstats-ozon-category-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 category table — key columns: productId, title, brand, sellerName, price, monthlySalesUnits, monthlySalesRevenue, rating, balance…
2. 2Revenue share = within this category query — 0-100%; clarify the basis when presenting.
3. 3Russian titles / brands — preserve original; translate on demand.
4. 4Currency labeling — state the currency; if converted, note "已按 USD 换算".
5. 5Pagination — report total; for large categories (tens of thousands of SKUs) suggest tightening filters rather than naively paging through.
6. 6Category position — lower is better; mention this when showing categoryPosition.

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 Category 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 107 tokens; SKILL.md has 751 words of instructions outside code blocks.

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

~107

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). 751 words, ~2,044 tokens.

name

linkfox-mpstats-ozon-category-products

description

MPSTATS Ozon 俄罗斯站按俄语类目路径下钻该类目全部商品。返回每个 SKU 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。用于类目爆款挖掘、蓝海洞察、类目排名分析、品牌格局观察。当用户提到 Ozon 类目下钻、Ozon 类目商品、Ozon 蓝海挖掘、Ozon 品类爆款、Ozon 类目排名、Ozon 子类目结构、Ozon 赛道 SKU、MPSTATS category, Ozon category drill-down, Russian marketplace niche, Ozon niche mining, Ozon subcategory bestseller 时触发此技能。即使用户未明确说"MPSTATS"，只要意图是按 Ozon 类目路径查看该类目下所有商品的销量/价格/排名表现，也应触发此技能。

{
  "categoryPath": "Одежда/Женская одежда/Футболки и топы женские",
  "sortField": "sales",
  "sortDirection": "desc",
  "pageSize": 100
}

{
  "categoryPath": "Одежда/Женская одежда/Футболки и топы женские",
  "filters": [
    {"field": "sales", "op": "GTE", "value": 50},
    {"field": "rating", "op": "GTE", "value": 4.5}
  ],
  "sortField": "revenue",
  "sortDirection": "desc"
}

{
  "categoryPath": "Электроника/Наушники",
  "filters": [
    {"field": "final_price", "op": "BETWEEN", "value": 1500, "value2": 5000},
    {"field": "turnover_days", "op": "LTE", "value": 30}
  ]
}

{
  "categoryPath": "Электроника/Смартфоны",
  "currency": "USD",
  "sortField": "revenue",
  "sortDirection": "desc"
}

{
  "categoryPath": "Одежда/Мужская одежда/Куртки мужские",
  "filters": [{"field": "lost_profit", "op": "GTE", "value": 500000}],
  "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-category-products of linkfox-ai/linkfox-skills.

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

Open the folder on GitHubat commit 38fef04