masterswarm_skill

Overview

This skill connects to the MasterSwarm cloud API to analyze documents and questions using 15 parallel AI engines. It produces professional, multi-page intelligence reports for receipts, contracts, lab results, business or crypto analysis. A paid MasterSwarm API key is required to authenticate requests to the api.neurodoc.app host.

How this skill works

Send the extracted text or question to the MasterSwarm API and select one or more engine IDs; the service runs 15 specialized engines in parallel and returns structured analysis. Responses include a final_output field with a consolidated report, per-engine outputs, and an execution log. Each API call consumes one credit from your purchased plan; use longer timeouts (120–180s) for multi-engine runs.

When to use it

• Analyze receipts, invoices, or expense documents for accounting insights
• Review contracts, compliance checks, or legal summaries
• Interpret lab results, medical reports, or scientific papers
• Generate business strategy, market sizing, or financial projections
• Run multi-perspective analysis for complex or ambiguous questions
• Get fast crypto or portfolio intelligence and scenario forecasts

Best practices

• Extract and send only the relevant text or OCRed content rather than entire PDFs
• Choose engine IDs that match the task (e.g., apex for finance, research for labs)
• Chain 2–3 engines sequentially for deeper reports instead of all engines at once
• Set HTTP timeout to 120–180 seconds for multi-engine or large documents
• Monitor credits and rate limits (max 5 concurrent requests per key)

Example use cases

• Upload a set of receipts to get expense categorization and anomaly detection from the Data Analyst engine
• Submit a startup one-pager to APEX and NEXUS Consulting engines for a SWOT and financial forecast
• Send a blood test report to the Research Lab engine for plain-language interpretation
• Run market and competitor text through Market Intel and GAIA Brain for go-to-market recommendations
• Ask the Oracle engine for scenario-based forecasts on crypto assets