openclaw-fact-checkerFact-check news articles, social media posts, images, and videos. Use when verifying claims, detecting deepfakes or AI-generated content, identifying out-of-...
Install via ClawdBot CLI:
clawdbot install cliffyan28/openclaw-fact-checkerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
${OPENAIPotentially destructive shell commands in tool definitions
rm -rf /Calls external URL not in known-safe list
https://github.com/cliffyan28/fact-checkerUses known external API (expected, informational)
api.openai.comGenerated Mar 20, 2026
Journalists use this skill to verify breaking news claims, social media posts, and multimedia content before publication, ensuring accuracy and reducing misinformation spread in real-time. It supports multilingual inputs, making it suitable for global news agencies covering international events.
Platforms integrate the skill to automatically flag or review potentially false images, videos, and text posts shared by users, aiding in content moderation and compliance with misinformation policies. It helps detect deepfakes and out-of-context media to maintain trust.
Educators and students employ the skill to fact-check academic sources, news articles, and visual materials for research projects or classroom discussions, promoting critical thinking and digital literacy. It handles long texts and multiple languages for diverse educational settings.
Companies use the skill to monitor and verify claims, images, or videos related to their brand online, quickly addressing false information that could impact reputation. It supports image and video analysis to detect manipulated content in marketing or crisis situations.
Agencies utilize the skill to verify public information during emergencies, such as disaster reports or security threats, ensuring accurate communication and countering disinformation. It can process videos and images to authenticate footage from citizen reports.
Offer the fact-checking skill as a paid API service with tiered plans based on usage volume, targeting media companies and tech platforms needing scalable verification. Revenue comes from monthly or annual subscriptions with additional fees for high-demand features like video analysis.
Provide a free basic version for individual users or small organizations, with premium upgrades for advanced capabilities such as batch processing, custom reporting, or priority support. Monetize through in-app purchases or enterprise licenses for larger clients.
License the skill as a customizable white-label product for businesses to embed into their own applications, such as news apps or social networks, with branding and integration support. Revenue is generated through one-time licensing fees or ongoing maintenance contracts.
💬 Integration Tip
Ensure required optional tools like ffmpeg and exiftool are installed for multimedia processing, and set up API keys for enhanced search and analysis capabilities.
Scored Apr 19, 2026
AI Analysis
The skill's external API usage (OpenAI, Google FactCheck, Brave Search) is consistent with its stated fact-checking purpose, and the referenced GitHub repository is a plausible source for documentation. No hidden instructions, credential harvesting, or obfuscation are present in the provided definition. The primary risk is the standard data-sharing inherent to using third-party APIs.
Audited Apr 17, 2026 · audit v1.0
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