geo-priority

geo-priority is a skill for Claude Code from theYahia/WWmcp. It costs 30 tokens per session (586 once invoked), scanned A, original, MIT.

A regional search-demand comparison using Yandex Wordstat. It separates total search volume from affinity, which shows whether interest is unusually high for a region's population.

In plain words
What is it for?
Use it to compare regions for a launch or advertising campaign, find areas with the most searches, and identify regions with above-average interest.
Why use it?
It prevents large regions from appearing attractive only because they have more people. It can reveal smaller regions where interest is relatively strong and competition may be lower.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Good fit Use it to compare regions for a launch or advertising campaign, find areas with the most searches, and identify regions with above-average interest.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/theyahia/wwmcp/geo-priority
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add theYahia/WWmcp --skill geo-priority
Clone the repo
git clone --depth 1 https://github.com/theYahia/WWmcp

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for geo-priority

README.md
[![agentmods](https://agentmods.dev/badge/skills/theyahia/wwmcp/geo-priority/github.svg)](https://agentmods.dev/skills/theyahia/wwmcp/geo-priority)
Your own site
<a href="https://agentmods.dev/skills/theyahia/wwmcp/geo-priority"><img src="https://agentmods.dev/badge/skills/theyahia/wwmcp/geo-priority/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for geo-priority

Your own site · 80×15
<a href="https://agentmods.dev/skills/theyahia/wwmcp/geo-priority"><img src="https://agentmods.dev/badge/skills/theyahia/wwmcp/geo-priority.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 30 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 586 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00030 $0.00586
Opus 5 $0.00015 $0.00293
Sonnet 5 $0.00006 $0.00117
Haiku 4.5 $0.00003 $0.00059

Measured 6d ago against content hash 9cc90c1cd6fd, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

geo-priority scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

servers/yandex-search/.claude/skills/geo-priority/SKILL.md · 60 lines

What it actually says

/geo-priority — Региональный срез спроса

Алгоритм

  1. Вызови wordstat_regions с phrase, top (1–30, по умолчанию 10) и sort_by = volume — получишь регионы с наибольшим абсолютным объёмом.
  2. Вызови wordstat_regions ещё раз с той же фразой и sort_by = affinity — получишь регионы, где интерес выше среднего по стране. Это разные списки, и разница как раз и есть полезный сигнал.
  3. Объясни разницу пользователю: volume показывает, где людей просто больше (Москва и Питер почти всегда сверху); affinity > 100 показывает, где к теме относятся непропорционально теплее относительно населения региона.
  4. Собери две группы:
    • Объёмные — куда идти за масштабом.
    • Недооценённые — высокий affinity при среднем объёме: там дешевле клик и меньше конкуренции.
  5. Если пользователь выбирает между регионами для запуска — сравни их в одной таблице и назови рекомендацию с числами, а не «попробуйте оба».

Формат ответа

## Регионы: «доставка цветов»

### По объёму
| Регион | Объём/мес | Affinity |
|--------|-----------|----------|
| Москва | 40 200 | 118 |
| Санкт-Петербург | 14 100 | 106 |

### По affinity (недооценённые)
| Регион | Объём/мес | Affinity |
|--------|-----------|----------|
| Краснодарский край | 5 400 | 172 |
| Калининградская обл. | 900 | 164 |

**Вывод**: масштаб — Москва; дешёвый старт — Краснодарский край
(affinity 172 при объёме 5 400).

Важно

  • Affinity 100 = средний интерес по стране. Ниже 100 — тема в регионе холоднее среднего.
  • Малый регион с высоким affinity может давать десятки запросов в месяц — смотри объём вместе с индексом, иначе получится рекомендация в пустоту.
  • top максимум 30 регионов за вызов.

Примеры

/geo-priority доставка цветов
/geo-priority "кухни на заказ" 20
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 60 lines · 30 tokens per session scan A 9cc90c1cd6fd

Subscribe to this mod's changes

geo-priority is a skill published in the GitHub repository theYahia/WWmcp (29 stars, last pushed 5d ago), licensed MIT. It adds 30 tokens to every session and 586 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-06.

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