hype-scannerReal-time crypto and stock hype detection using Reddit, CoinGecko, DEXScreener, and StockTwits. AI-powered signal validation with local Ollama model. Only re...
Install via ClawdBot CLI:
clawdbot install peti0402/hype-scannerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
exec(Calls external URL not in known-safe list
http://localhost:11434AI Analysis
The skill operates locally with Ollama and only accesses public APIs (Reddit, CoinGecko, etc.) for data collection consistent with its stated purpose. The primary risk is the local shell execution wrapper (VBS) which could be misused if the script were modified, but the provided code shows no credential harvesting or data exfiltration.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
Individual traders use the scanner to identify emerging meme coins and trending tokens from Reddit and DEXScreener before they gain mainstream attention, leveraging AI validation to filter out noise and focus on high-confidence alerts for early entry positions.
Day traders in traditional markets utilize the scanner to monitor hype around penny stocks and trending tickers from sources like StockTwits and Reddit's wallstreetbets, using AI to validate signals and avoid false positives during volatile trading sessions.
Small to mid-sized investment firms deploy the scanner as a low-cost, autonomous tool to scan for viral assets across crypto and stocks, integrating alerts into their research workflows to assess market sentiment and potential investment opportunities with minimal operational overhead.
Financial influencers and content creators run the scanner to detect rising trends in crypto and stocks, using the AI-validated alerts to generate timely content, such as videos or articles, on emerging assets before they become saturated in mainstream media.
DeFi enthusiasts and project teams use the scanner to track hype around new token launches on DEXScreener and community discussions on Reddit, applying AI validation to identify genuine interest versus pump-and-dump schemes for safer participation in early-stage projects.
Offer a free tier with basic scanning and limited alerts, then charge a monthly subscription for premium features like faster scan intervals, additional data sources, and advanced AI models. Revenue is generated through tiered subscriptions targeting retail traders and small firms.
License the scanner technology to existing trading platforms, brokerages, or financial news sites as an integrated hype detection module. Revenue comes from upfront licensing fees or revenue-sharing agreements based on user engagement and alert-driven trades.
Provide API access to the scanner's validated hype data, allowing developers to build custom applications, bots, or dashboards. Revenue is generated through API usage tiers based on request volume and data freshness, catering to tech-savvy users and enterprises.
💬 Integration Tip
Ensure Ollama is properly configured with a supported model like qwen3:32b to maintain AI validation accuracy, and schedule scans consistently using cron or Task Scheduler to avoid gaps in data collection.
Scored Jun 19, 2026
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