AI-Powered Content Originality Check for YouTube & TikTok

AI-Powered Content Originality Check for YouTube & TikTok

The AI-Powered Content Originality Check is a skill designed to assess videos and channels for the risk of being flagged as "inauthentic", "reused", or mass-produced content before publishing on YouTube, Facebook, or TikTok. It evaluates content based on the platforms' publicly available criteria and suggests three actionable changes. A script is also included to analyze how templated a channel's recent titles are.

What this skill does

• Scores videos or channels to estimate the risk of being perceived as inauthentic or bulk-produced, following the platforms' public guidelines.
• Provides three concrete adjustments to enhance content originality.
• Includes a script to evaluate the uniformity of a channel's recent video titles.

Note: This skill does not promise any specific outcome; the actual decision lies with the platform's systems and team.

Who it is for

• Developers using AI coding agents such as Claude Code, Cursor, and Codex.
• Teams responsible for managing YouTube, Facebook, or TikTok channels.
• Content strategists focusing on maintaining originality and compliance.

Use cases

• Assessing a batch of automated or faceless videos before they go live to avoid demonetization risks.
• Verifying content integrity when phrases like "reused content" or "inauthentic content" are concerns.
• Evaluating a channel's title strategies to enhance distinctiveness and satisfaction of platform standards.

Technical details

• Utilizes AI agent skills as a part of the Claude Code, Cursor, or Codex capability package.
• Regularly updated according to the latest platform guidelines, ensuring relevance with current policies.
• Operates as a read-only tool, without publishing capabilities or need for platform login credentials.

For developers and content managers seeking to maintain compliance and originality on major social platforms, this skill provides essential insights without guaranteeing specific results, in alignment with current platform conditions.

Source & Licence

This package is built on open-source work published by ducdg88 (ducdg88/ducpt-skills) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.