ai-content-detectionUse this skill whenever a user wants to verify whether content (text, images, audio, video, or documents) was created by AI; detect deepfakes or AI-synthesiz...
Install via ClawdBot CLI:
clawdbot install chat2dev/ai-content-detectionGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
Report → https://www.nature.com/articles/s41598-025-23920-0Calls external URL not in known-safe list
https://ahrefs.com/blog/what-percentage-of-new-content-is-ai-generated/Uses known external API (expected, informational)
arxiv.orgAI Analysis
The skill definition contains references to external URLs for statistical citations and research papers, which is consistent with its stated purpose of providing detection methods and data. However, the rule-based signals indicate it sends data to an undocumented external endpoint, which is a potential but unconfirmed exfiltration risk that warrants a low-severity flag for review.
Generated Mar 22, 2026
Educational institutions use this skill to detect AI-generated essays or research papers submitted by students, ensuring academic honesty. It involves analyzing text for perplexity, burstiness, and watermarks, and generating structured reports with confidence scores for disciplinary actions.
Banks and fintech companies employ this skill to identify deepfake videos or AI-synthesized audio used in identity verification scams or fraudulent transactions. It focuses on video detection for facial feature drift and audio analysis for unnatural spectral patterns to mitigate risks.
News agencies and publishers use this skill to verify the authenticity of images, videos, or articles before publication, preventing the spread of AI-generated misinformation. It applies ELA error analysis for images and text detection metrics to maintain credibility.
Law firms and legal departments utilize this skill to detect AI-generated or tampered documents, such as contracts or evidence, using PDF structure forensics and ELA analysis. This ensures document integrity in court cases or business agreements.
Marketing agencies apply this skill to check if promotional copy or social media content is AI-generated, ensuring compliance with disclosure regulations and maintaining brand trust. It involves text and link detection to analyze content sources and bot traffic.
Offer a cloud-based platform with API access for real-time detection of AI content across text, images, audio, and video. Revenue comes from monthly or annual subscriptions based on usage tiers, targeting enterprises and developers.
Provide expert consulting services to organizations for implementing detection strategies, including custom report generation and staff training on using tools like GPTZero or spectral analysis. Revenue is generated through project-based fees and workshops.
Develop a free basic tool for individual users to detect AI content, with premium upgrades for advanced features like batch processing, detailed confidence reports, and integration with existing systems. Revenue comes from in-app purchases and enterprise licenses.
💬 Integration Tip
Integrate via APIs for seamless workflow automation, and ensure compatibility with common file formats and languages, including Chinese, for broad applicability.
Scored Apr 19, 2026
Audited Apr 17, 2026 · audit v1.0
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