masterswarmAnalyze any document with 15 parallel AI engines via the MasterSwarm cloud API. Upload receipts, contracts, lab results, or ask business/crypto/legal questio...
Install via ClawdBot CLI:
clawdbot install contrario/masterswarmGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.neurodoc.app/aetherlang/executeCalls external URL not in known-safe list
https://masterswarm.netAI Analysis
The skill sends user data to an external API (api.neurodoc.app) which is documented as the service's operational endpoint and is consistent with the skill's stated purpose of document analysis. While the endpoint is external, the skill transparently requires a paid API key from the operator's own service, and the privacy policy claims zero data retention with EU-based processing. No hidden instructions, credential harvesting, or obfuscation were found in the provided definition.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
Law firms or in-house legal teams can upload contracts, compliance documents, or legal queries for analysis. The 'consult' engine provides SWOT analysis and roadmaps, while 'assembly' offers multi-perspective insights, helping identify risks and ensure regulatory adherence without storing sensitive data.
Healthcare providers or patients can submit lab reports, blood test results, or medical research papers. The 'research' engine performs scientific analysis, offering detailed explanations of findings and potential health implications, with GDPR-compliant, real-time processing that discards data immediately.
Startups or enterprises can analyze market trends, financial projections, or competitive landscapes. Using engines like 'apex' for strategy and crypto insights, 'market' for competitive analysis, and 'consult' for SWOT, it generates professional reports to guide decision-making and growth planning.
Crypto traders or investors can query about DeFi strategies, portfolio performance, or market predictions. The 'apex' engine handles crypto-specific analysis, while 'oracle' provides forecasting, delivering intelligence reports to optimize trading decisions and risk management.
Restaurant owners or chefs can analyze recipes, food costs, or menu items. The 'chef' engine offers culinary consulting and cost analysis, and 'molecular' provides food science insights, helping improve profitability and innovation in menu design.
Users purchase tiered plans (Explorer, Professional, Enterprise) via masterswarm.net, paying per report with credits. Revenue is generated through one-time or recurring payments, targeting professionals needing regular document analysis without long-term commitments.
Offer the MasterSwarm API as an embedded service for businesses in legal, medical, or consulting sectors. Enterprises pay for custom integrations and bulk credits, providing value through branded, scalable AI analysis tools for internal or client use.
Provide limited free analysis reports to attract users, then upsell to paid plans for advanced features like multi-engine analysis or higher credit limits. This model drives adoption and converts users to revenue-generating tiers over time.
💬 Integration Tip
Ensure the MASTERSWARM_API_KEY is securely stored as an environment variable and use a 120-second timeout for API calls to handle multi-engine analysis efficiently.
Scored Apr 19, 2026
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