スキル douyin-topic-analysis

📦

douyin-topic-analysis

Name: douyin-topic-analysis
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

Research Douyin Topics With Traceable Samples

Content teams need relevant Douyin examples before choosing topics. This skill guides SocialDataX searches and trending-list retrieval, then separates evidence from proposed content angles.

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 "douyin-topic-analysis" from https://skillstore.io/skills/devinchen2014-douyin-topic-analysis.md and its manifest at https://skillstore.io/api/skills/devinchen2014-douyin-topic-analysis/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-douyin-topic-analysis.md 署名済み manifest GET /api/skills/devinchen2014-douyin-topic-analysis/manifest 署名済み lockfile GET /api/skills/devinchen2014-douyin-topic-analysis/lockfile

テストする

「douyin-topic-analysis」を使用しています。 Illustrative request: research small-apartment storage ideas from one page.

期待される結果:

Illustrative format only; no live results were retrieved for this example.
Evidence: list each returned title, author, source link or content ID, and available publication time.
Interpretation: explain which observed approaches address the requested audience and why.
Follow-up: inspect the strongest samples before expanding the search.

「douyin-topic-analysis」を使用しています。 Illustrative request: continue research after a partial retrieval failure.

期待される結果:

Status: retrieval is incomplete; retain the collected samples and report the service error.
Recovery: after resolving the error, continue with the returned nonempty cursor and unchanged search filters.
Limits: subtract completed pages and collected items from the original limits before continuing.
Boundary: do not restart from page one automatically or label partial results as exhaustive.

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 62 static alerts are false positives involving Markdown, expected service URLs, credential documentation, or readable multilingual text. No evidence found of embedded secrets, credential exfiltration, or prompt injection. A separate medium-severity risk remains: the recommended command executes an unpinned npm package with access to the runtime API credential.

スキャンされたファイル

141

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:7 SKILL.md:29-34 SKILL.md:112

Unpinned npm Package Execution With Credential Access

The recommended command uses npx -y socialdatax-skills@latest, executing a mutable registry release without installation confirmation. The package inherits the required API-key environment variable, so a compromised release could access credentials and local files.

The command explicitly selects @latest with -y, and the skill requires a runtime API credential. This establishes supply-chain exposure, not evidence of malicious package behavior.

リスク要因

⚙️ 外部コマンド (50)

🌐 ネットワークアクセス (3)

SKILL.md:7 SKILL.md:25 SKILL.md:123

🔑 環境変数 (6)

SKILL.md:7 SKILL.md:25 SKILL.md:112 SKILL.md:122 SKILL.md:124 SKILL.md:130

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-douyin-topic-analysis/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-douyin-topic-analysis/security.svg)](https://skillstore.io/skills/devinchen2014-douyin-topic-analysis?utm_source=security_passport_badge)

HTMLバッジ

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

埋め込みカード

<iframe src="https://skillstore.io/embed/skills/devinchen2014-douyin-topic-analysis.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). douyin-topic-analysis security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/devinchen2014-douyin-topic-analysis/audits/1

BibTeX形式の引用

@techreport{devinchen2014-devinchen2014-douyin-topic-analysis-2026,
  author = {devinchen2014},
  title = {douyin-topic-analysis security audit report (audit version 1)},
  institution = {Skillstore},
  year = {2026},
  number = {1},
  url = {https://skillstore.io/skills/devinchen2014-douyin-topic-analysis/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: "douyin-topic-analysis security audit report (audit version 1)"
version: "unspecified"
type: report
authors:
  - name: "devinchen2014"
date-released: "2026-11-02"
url: "https://skillstore.io/skills/devinchen2014-douyin-topic-analysis/audits/1"
identifiers:
  - type: other
    value: "skillstore:devinchen2014-douyin-topic-analysis: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 a Creator Topic Shortlist

Find relevant examples for a chosen niche and identify candidate angles while retaining source titles, authors, and links.

Research Brand Content Themes

Review keyword samples by time period and engagement sorting to compare observed themes without claiming complete market coverage.

Prepare an Editorial Research Brief

Combine a separate trending-list summary with bounded keyword samples, evidence, interpretation, and follow-up questions.

これらのプロンプトを試す

Find Initial Topic Samples

Search Douyin for [keyword] using one page. List relevant titles, authors, and available source links, then suggest three angles based on those samples.

Review Current Trending Topics

Retrieve the current Douyin trending list without a keyword. Identify entries relevant to [audience], separating ranking signals from your topic suggestions.

Compare Recent Content Approaches

Search [keyword] for videos under one minute published this week, sorted by likes. Limit retrieval to 20 items and separate evidence from interpretation.

Build a Bounded Research Brief

Research [keyword] using at most three pages and 40 items. Preserve source identifiers and filters. Compare observed angles and propose follow-up questions. If retrieval is partial, report gaps and resume only with a valid continuation token within the remaining limits.

ベストプラクティス

Start with one page and explicit item limits before expanding the sample.
Preserve source identifiers, query filters, and content types; separate observations from interpretations.
Use a reviewed, pinned CLI version and configure credentials outside prompts, shared files, and generated reports.

回避

Treating trending ranks or highly liked samples as proof that a proposed topic will succeed.
Requesting all search results or presenting a bounded sample as complete market coverage.
Restarting partial retrieval from page one or changing continuation tokens, causing duplicate work and avoidable service usage.

よくある質問

What information should I provide?

Provide a keyword or topic direction. Add an audience, brand, time period, or content type when you need a narrower sample.

Which AI tools can use this skill?

The listing supports Claude, Codex, and Claude Code. Retrieval requires shell access to the CLI or access to the corresponding MCP tools.

Do I need an API key or service balance?

The documented service requires SOCIALDATAX_API_KEY. An insufficient-balance error can require funding the matching SocialDataX account before retrieval continues.

Can this skill publish or interact with Douyin accounts?

No. Its documented workflow retrieves research data without logging in, publishing, liking, commenting, or modifying accounts.

What happens if retrieval stops partway through?

Keep existing items and the error. Resume with a valid continuation token after resolving the failure, without exceeding the original limits.

Are the results complete or guaranteed to predict successful topics?

No. Searches provide bounded samples, and trending lists provide current signals. Topic suggestions are interpretations, not guarantees of reach or engagement.