demand-gate

demand-gate is a skill for Claude Code from theYahia/WWmcp. It costs 35 tokens per session (698 once invoked), scanned A, original, MIT.

A demand check for a business idea before development, based on search volumes from Yandex Wordstat. It tests three customer-style search phrases and returns a GO, MAYBE-PILOT, or RED-PIVOT decision using stated volume thresholds.

In plain words
What is it for?
Use it to validate a niche, choose realistic search phrases, check trends and regions, and decide whether to build, run a small test, or change direction.
Why use it?
It helps avoid building on an idea with too little search demand. It also accounts for regional interest and, for large queries, whether demand is falling over time.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Good fit Use it to validate a niche, choose realistic search phrases, check trends and regions, and decide whether to build, run a small test, or change direction.

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

README.md
[![agentmods](https://agentmods.dev/badge/skills/theyahia/wwmcp/demand-gate/github.svg)](https://agentmods.dev/skills/theyahia/wwmcp/demand-gate)
Your own site
<a href="https://agentmods.dev/skills/theyahia/wwmcp/demand-gate"><img src="https://agentmods.dev/badge/skills/theyahia/wwmcp/demand-gate/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 demand-gate

Your own site · 80×15
<a href="https://agentmods.dev/skills/theyahia/wwmcp/demand-gate"><img src="https://agentmods.dev/badge/skills/theyahia/wwmcp/demand-gate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 698 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 warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium analysis-evasion · line 1
    Suspicious Unicode normalization or mixed-script content
    Fix: Review the flagged content for security risks. Ensure no credentials, secrets, or sensitive data are exposed.
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 $0.00035 $0.00698
Opus 5 $0.00017 $0.00349
Sonnet 5 $0.00007 $0.00140
Haiku 4.5 $0.00003 $0.00070

Measured 4d ago against content hash f4832f914b17, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

demand-gate 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 4d 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/demand-gate/SKILL.md · 59 lines

What it actually says

/demand-gate — Валидация спроса до разработки

Алгоритм

  1. Сформулируй из идеи 3 seed-фразы — так, как искал бы клиент, а не так, как называет продукт основатель. Покажи их пользователю и получи подтверждение: неверные seed-фразы дают ложный отказ.
  2. По каждой вызови wordstat_top_requests с phrase и limit = 20.
  3. Возьми объём самой семантически близкой фразы из каждой выдачи (не сумму всей выдачи — там будет мусор и пересечения) и сложи три числа. Это combined-объём.
  4. Вынеси вердикт по порогам:
    • ≥ 5 000/мес — GO, спрос подтверждён.
    • 2 000–5 000/мес — MAYBE-PILOT, сначала лендинг и семидневный тест, не разработка.
    • < 2 000/мес — RED-PIVOT, ниша не кормится органическим поиском.
  5. Для фраз выше 10 000/мес вызови wordstat_dynamics — падающий тренд снижает вердикт на ступень даже при большом объёме.
  6. Вызови wordstat_regions по сильнейшей фразе, если вердикт GO или MAYBE — покажи, где запускаться первым.
  7. Назови вердикт цифрами и явно скажи, что именно он опровергает или подтверждает.

Формат ответа

## Demand gate: «сервис подбора нянь»

| Seed-фраза | Объём/мес |
|-----------|-----------|
| няня москва | 12 400 |
| найти няню | 4 100 |
| подбор няни | 820 |

**Combined**: 17 320/мес
**Вердикт**: GO (порог 5 000)
**Тренд**: рост, +18% год к году
**Стартовый регион**: Москва (affinity 131)

Важно

  • Вердикт строится только на прочитанных числах. Если Wordstat вернул пусто — это не «наверное мало», это «данных нет», так и скажи.
  • Порог применим к продуктам, чей приток клиентов зависит от органического поиска. Для B2B через прямые продажи или для запуска на существующую аудиторию гейт нерелевантен — предупреди об этом, прежде чем ставить RED.
  • Объёмы Wordstat — показы, а не заявки. Конверсию не выдумывай.

Примеры

/demand-gate сервис подбора нянь
/demand-gate "AI-калькулятор цен для фрилансеров"
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. 4d ago First seen · 59 lines · 35 tokens per session scan A f4832f914b17

Subscribe to this mod's changes

demand-gate is a skill published in the GitHub repository theYahia/WWmcp (29 stars, last pushed 2d ago), licensed MIT. It adds 35 tokens to every session and 698 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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