Навыки youtube-comment-insights

📦

youtube-comment-insights

Name: youtube-comment-insights
Author: devinchen2014

Ревизия содержимого r1 Средний риск ⚙️ Внешние команды🌐 Доступ к сети🔑 Переменные окружения

Analyze YouTube Comments for Audience Insights

YouTube comment threads can make recurring audience needs difficult to identify. This skill organizes retrieved comments and replies into evidence-based themes, questions, and practical recommendations.

Поддерживает: Claude Codex Code(CC)

📊 64 Адекватно

Maintain this Skill? Claim it 📊 64 Адекватно

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Скопируйте этот запрос в своего Агента. Он содержит каноническую страницу Skill и манифест.

Запрос агента

Review the Skillstore skill "youtube-comment-insights" from https://skillstore.io/skills/devinchen2014-youtube-comment-insights.md and its manifest at https://skillstore.io/api/skills/devinchen2014-youtube-comment-insights/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

Ваш Агент по-прежнему должен показать план и запросить все подтверждения, требуемые политикой безопасности.

Ресурсы для AI-агентов

Используйте эти ссылки, когда AI-агенту, crawler или script нужен чистый контекст вместо полной страницы.

Markdown-детали GET /skills/devinchen2014-youtube-comment-insights.md Подписанный manifest GET /api/skills/devinchen2014-youtube-comment-insights/manifest Подписанный lockfile GET /api/skills/devinchen2014-youtube-comment-insights/lockfile

Протестировать

Использование «youtube-comment-insights». Illustrative sample: viewers ask for a slower setup walkthrough and say the cable connection is unclear.

Ожидаемый результат:

Theme: setup instructions need more detail.
Evidence: the supplied sample requests slower pacing and clearer cable guidance.
Action: create a focused setup walkthrough.
Coverage: this illustrative sample does not establish audience-wide frequency.

Использование «youtube-comment-insights». Illustrative sample: comments ask about subscription pricing, and a reply asks whether a free plan exists.

Ожидаемый результат:

Purchase concern: uncertainty about ongoing cost.
FAQ candidate: What plans are available, and is there a free option?
Action: verify current pricing before drafting an answer.
Boundary: these comments do not establish the actual pricing or plan availability.

Аудит безопасности

Средний риск

v1 • 02.11.2026 Открыть версионный отчет

All 36 static findings are false positives involving Markdown backticks, documented service links, legitimate API configuration, or readable Chinese text. A separate medium-severity concern is automatic execution of an unpinned npm package with access to the configured API credential. No evidence found of prompt injection, credential exfiltration, or concealed payloads in the reviewed files.

Просканировано файлов

116

Проанализировано строк

Пункты проверки

Ложные срабатывания проигнорированы

Подтверждённые проблемы безопасности (1)

Средний

SKILL.md:32-38

Automatic Execution of an Unpinned npm Package

The commands use "npx -y socialdatax-skills@latest", automatically executing a mutable third-party release. A compromised release could access the configured API key and local files.

Both CLI examples use @latest with -y, without a fixed package version or integrity constraint. This establishes supply-chain exposure, not evidence of current compromise.

Факторы риска

⚙️ Внешние команды (25)

🌐 Доступ к сети (3)

SKILL.md:7 SKILL.md:25 SKILL.md:98

🔑 Переменные окружения (6)

SKILL.md:7 SKILL.md:25 SKILL.md:87 SKILL.md:97 SKILL.md:99 SKILL.md:105

Аудитор:: codex

Поделиться и цитировать этот отчет

Делитесь версионным отчетом об оценке, нейтральным значком, встраиваемой карточкой и цитатами. Skillstore публикует доказательства, не решая, безопасен ли этот Skill.

Открыть версионный отчет

Копировать ссылку на отчёт

https://skillstore.io/skills/devinchen2014-youtube-comment-insights/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Значок Markdown

[![Skillstore security assessment](https://skillstore.io/badges/skills/devinchen2014-youtube-comment-insights/security.svg)](https://skillstore.io/skills/devinchen2014-youtube-comment-insights?utm_source=security_passport_badge)

Значок HTML

<a href="https://skillstore.io/skills/devinchen2014-youtube-comment-insights?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/devinchen2014-youtube-comment-insights/security.svg" alt="Skillstore security assessment" loading="lazy"></a>

Встраиваемая карточка

<iframe src="https://skillstore.io/embed/skills/devinchen2014-youtube-comment-insights.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>

Академические ссылки (APA · BibTeX · CFF)

Цитата APA

devinchen2014. (2026). youtube-comment-insights security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/devinchen2014-youtube-comment-insights/audits/1

Цитата BibTeX

@techreport{devinchen2014-devinchen2014-youtube-comment-insights-2026,
  author = {devinchen2014},
  title = {youtube-comment-insights security audit report (audit version 1)},
  institution = {Skillstore},
  year = {2026},
  number = {1},
  url = {https://skillstore.io/skills/devinchen2014-youtube-comment-insights/audits/1},
  note = {Author version unspecified}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "youtube-comment-insights security audit report (audit version 1)"
version: "unspecified"
type: report
authors:
  - name: "devinchen2014"
date-released: "2026-11-02"
url: "https://skillstore.io/skills/devinchen2014-youtube-comment-insights/audits/1"
identifiers:
  - type: other
    value: "skillstore:devinchen2014-youtube-comment-insights:audit:1"
    description: "Skillstore immutable audit report identifier"

Оценка Skillstore

Почему такая оценка Достоверность доказательств: Средний

Архитектура

Сопровождаемость

Контент

Сообщество

Соответствие спецификации

Что вы можете построить

Plan Follow-Up Videos

Identify recurring audience questions and turn supported themes into follow-up video topics.

Research Product Pain Points

Review comments on product videos to distinguish reported problems, unmet needs, and purchase concerns.

Prepare Customer FAQ

Convert recurring questions and reply discussions into FAQ candidates with visible supporting evidence.

Попробуйте эти промпты

Summarize One Comment Page

Analyze the first page of comments for [YouTube video URL]. List main themes, quote visible evidence, and state the sample limits.

Extract Questions and Concerns

Review up to 100 comments for [YouTube video URL]. Group recurring questions and purchase concerns, separate evidence from interpretation, and suggest FAQ topics.

Explore Reply Discussions

For [YouTube video URL], retrieve one comment page and inspect replies to three relevant threads. Report disagreements, unresolved questions, and coverage.

Build a Bounded Research Brief

For [YouTube video URL], retrieve at most three pages and 200 comments. Produce an evidence-based needs brief. Preserve partial results and explain coverage gaps.

Лучшие практики

Start with one page and set explicit page or item limits before expanding retrieval.
Quote only returned comments and distinguish visible evidence from interpretation.
Use a reviewed, pinned CLI version and keep the API key outside prompts and shared reports.

Избегать

Treating a first-page sample as representative of every viewer or the whole platform.
Using unrestricted retrieval without considering service balance, request volume, or task scope.
Inventing customer quotes or presenting inferred needs as verified facts.

Часто задаваемые вопросы

What input does this skill need?

Provide a YouTube video URL and the research question you want to investigate.

What setup is required?

Configure SOCIALDATAX_API_KEY and ensure service balance. Direct CLI use needs Node.js and npm; available MCP tools provide another retrieval route.

Can it retrieve replies?

Yes. Reply retrieval uses reply_token values returned with top-level comments.

Does it cover every comment?

Not by default. The workflow starts with one page and reports the retrieved sample and any coverage gaps.

Can it post comments or change my account?

No. The documented workflow retrieves comments and replies without login, posting, likes, or account modification.

What happens when retrieval fails?

Preserve partial results and resume from a valid continuation token when available. Balance errors require resolving funding rather than repeated retries.