スキル youtube-comment-insights

📦

youtube-comment-insights

Name: youtube-comment-insights
Author: devinchen2014

コンテンツリビジョン r1 中リスク ⚙️ 外部コマンド🌐 ネットワークアクセス🔑 環境変数

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.

対応: Claude Codex Code(CC)

📊 64 十分

Maintain this Skill? Claim it 📊 64 十分

自分のエージェントでインストール

このリクエストをエージェントにコピーしてください。正規の Skill ページとマニフェストが含まれています。

エージェントリクエスト

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.

エージェントは引き続き計画を提示し、セキュリティポリシーで必要な確認を求める必要があります。

エージェントが読めるリソース

AI エージェント、クローラー、スクリプトがページ全体ではなく整理されたコンテキストを必要とする場合は、これらのリンクを使ってください。

Markdown詳細 GET /skills/devinchen2014-youtube-comment-insights.md 署名済み manifest GET /api/skills/devinchen2014-youtube-comment-insights/manifest 署名済み lockfile GET /api/skills/devinchen2014-youtube-comment-insights/lockfile

テストする

「youtube-comment-insights」を使用しています。 Illustrative sample: viewers ask for a slower setup walkthrough and say the cable connection is unclear.

期待される結果:

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.

「youtube-comment-insights」を使用しています。 Illustrative sample: comments ask about subscription pricing, and a reply asks whether a free plan exists.

期待される結果:

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.

セキュリティ監査

中リスク

v1 • 2026/11/2 バージョン別レポートを開く

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.

スキャンされたファイル

116

解析済み行数

レビュー項目

誤検知を無視

確認済みのセキュリティ上の懸念 (1)

中

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.

リスク要因

⚙️ 外部コマンド (25)

🌐 ネットワークアクセス (3)

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

🔑 環境変数 (6)

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

監査者: codex

このレポートを共有・引用

バージョン付き評価レポート、中立的なバッジ、埋め込みカード、引用を共有できます。Skillstore は証拠を報告しますが、この Skill が安全かどうかは判断しません。

バージョン別レポートを開く

レポートリンクをコピー

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

Markdownバッジ

[![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)

HTMLバッジ

<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>

埋め込みカード

<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>

学術引用 (APA · BibTeX · CFF)

APA形式の引用

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

BibTeX形式の引用

@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"

Skillstore スコア

このスコアの理由証拠の信頼度: 中

アーキテクチャ

保守性

コンテンツ

コミュニティ

仕様準拠

作成できるもの

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.

これらのプロンプトを試す

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.

ベストプラクティス

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.

回避

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.

よくある質問

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.