anti-hype-filterDetect hype cycles and neutralize emotional triggers by rewriting claims into verifiable structures and explicit risk/uncertainty.
Install via ClawdBot CLI:
clawdbot install mzfshark/anti-hype-filterGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawhub.aiAudited Apr 26, 2026 · audit v1.0
Generated May 21, 2026
An investment analysis platform uses the skill to filter out hype in financial news and social media posts, providing users with balanced risk assessments. It helps investors avoid emotional decisions based on exaggerated claims about stocks or crypto assets.
Online forums deploy the skill to automatically flag and rewrite promotional or misleading posts, ensuring discussions remain factual and evidence-based. This reduces the spread of misinformation and protects community integrity.
A healthcare review site uses the skill to detect exaggerated claims in product testimonials, such as 'miraculous cure' or 'guaranteed results'. It rewrites them to highlight missing evidence and risks, helping consumers make informed decisions.
An e-commerce platform applies the skill to seller descriptions, flagging hype terms like 'best ever' or 'unbeatable price'. It suggests revisions with verifiable claims and clear constraints, building buyer trust.
A crypto trading bot integrates the skill to evaluate signals from Telegram groups or Twitter, classifying them as signal, noise, or manipulation risk. This prevents the bot from acting on hype-driven trading advice.
Offer the anti-hype filter as a cloud-based API with tiered pricing based on usage volume. Target content moderation teams, financial analysts, and social media managers who need to ensure factual communications.
Provide a free tier for basic hype detection on limited text, and a premium tier with advanced features like custom hype term lists, integration support, and analytics dashboard. Attract individual users and upsell to enterprises.
License the skill to platforms (e.g., e-commerce, forums, trading bots) as a white-label solution. Charge per integration or a percentage of platform revenue if applicable.
💬 Integration Tip
Start by testing the skill with sample hype statements to fine-tune sensitivity, then integrate via API into your content pipeline for real-time filtering.
Scored May 21, 2026
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