スキル toutiao-content-research

📦

toutiao-content-research

Name: toutiao-content-research
Author: devinchen2014

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

Research Toutiao Topics and Article Patterns

Toutiao topic research requires checking rankings, article samples, and source details together. This skill guides SocialDataX queries and turns returned evidence into content angles.

対応: Claude Codex Code(CC)

📊 72 十分

Maintain this Skill? Claim it 📊 72 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 "toutiao-content-research" from https://skillstore.io/skills/devinchen2014-toutiao-content-research.md and its manifest at https://skillstore.io/api/skills/devinchen2014-toutiao-content-research/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-toutiao-content-research.md 署名済み manifest GET /api/skills/devinchen2014-toutiao-content-research/manifest 署名済み lockfile GET /api/skills/devinchen2014-toutiao-content-research/lockfile

テストする

「toutiao-content-research」を使用しています。 Compare headline patterns for electric vehicle charging using one search page.

期待される結果:

Illustrative format only; no live results are represented.
Scope: One keyword search page, with returned links or content IDs retained for each sample.
Headline patterns: Summarize repeated structures only when supported by retrieved titles.
Next step: Inspect up to three representative articles before recommending content angles.

「toutiao-content-research」を使用しています。 Inspect a supplied Toutiao article when its body is unavailable.

期待される結果:

Illustrative format only; no live results are represented.
Article body: Unavailable in the returned data.
Available evidence: List only returned title, author, publication time, and engagement fields.
Assessment: The title alone cannot establish the article's detailed claims.

セキュリティ監査

安全

v1 • 2026/11/2 バージョン別レポートを開く

Most static flags identify Markdown, readable Chinese prose, service links, and documented authentication rather than malicious behavior. The command examples automatically execute an unpinned npm package, creating a supply chain risk with access to the configured API credential. No evidence found of prompt injection, credential theft, or destructive instructions in the reviewed files; external package behavior was not reviewed.

スキャンされたファイル

114

解析済み行数

レビュー項目

誤検知を無視

機能レビュー項目 (1)

これらは、このスキルに期待される可能性のある実際のローカル機能であるため、レビューが必要ですが、確認済みの悪意ある動作としてはカウントされません。

中

SKILL.md:31-48

Ruby/shell backtick execution

```bash

The fenced examples invoke npx -y socialdatax-skills@latest, automatically executing mutable registry code. This creates supply chain exposure with the API credential available.

リスク要因

⚙️ 外部コマンド (21)

🌐 ネットワークアクセス (3)

SKILL.md:7 SKILL.md:25 SKILL.md:96

🔑 環境変数 (6)

SKILL.md:7 SKILL.md:25 SKILL.md:85 SKILL.md:95 SKILL.md:97 SKILL.md:103

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-toutiao-content-research/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-toutiao-content-research/security.svg)](https://skillstore.io/skills/devinchen2014-toutiao-content-research?utm_source=security_passport_badge)

HTMLバッジ

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

埋め込みカード

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

BibTeX形式の引用

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

Review one page of topic samples and inspect representative articles before proposing evidence-based editorial angles.

Compare Brand-Related Coverage

Compare headlines, authors, and available engagement signals across articles about a brand or product category.

Investigate a Current Topic

Separate hot-search signals from keyword samples and document what the available evidence supports.

これらのプロンプトを試す

Explore a Topic

Research [topic] on Toutiao using one search page. Summarize relevant samples and retain their links or content IDs.

Inspect One Article

Retrieve details for [Toutiao URL or content ID]. Summarize available text, author, publication time, and engagement indicators. Mark missing fields.

Compare Content Angles

Search [topic] and inspect three representative articles. Compare headline patterns and recurring angles. Cite each sample and distinguish observations from proposed angles.

Build a Scoped Research Brief

Research [topic] with at most [pages] pages and [items] items. Separate hot-search signals from keyword samples. Document missing data and evidence for each angle. Resume partial results only with valid continuation tokens and remaining limits.

ベストプラクティス

Start with one page and inspect one to three representative articles before expanding the sample.
Retain source links or content IDs and state observation time, sample limits, and missing fields.
Approve and review the CLI dependency before execution; keep the API key in the environment rather than prompts or reports.

回避

Claiming platform-wide coverage or long-term trends from a single page or current ranking.
Inventing article content from headlines when the body is missing.
Restarting partial searches from the first page or repeatedly retrying insufficient-balance errors.

よくある質問

What inputs can I provide?

Provide a topic keyword, a request for current hot searches, a Toutiao content ID, or a content URL or supported share text.

What setup is required?

Configure SOCIALDATAX_API_KEY and sufficient provider balance. The direct CLI requires Node.js, npm, network access, and authorization to execute dependencies.

Does this skill publish or change accounts?

The documented operations retrieve data only. No login, posting, liking, commenting, browser data access, or account modification is specified.

Can I use MCP instead of shell commands?

The skill lists corresponding MCP tools for hot searches, keyword searches, and article details. Those tools must already be available and configured.

Can the results establish a lasting trend?

No. Rankings and limited samples support scoped observations, not long-term trends or complete platform coverage.

What happens when results are incomplete?

Preserve retrieved items and errors. Resume only with a nonempty continuation token and remaining limits. Stop repeated retries when balance is insufficient.