# World Monitor

## Docs

- [Authentication](https://mintlify.wiki/koala73/worldmonitor/api/authentication.md): API authentication, API keys, and origin-based access control
- [External API Integrations](https://mintlify.wiki/koala73/worldmonitor/api/data-sources/external-apis.md): Detailed specifications for ACLED, USGS, NASA FIRMS, Polymarket, and 34+ other external APIs
- [Data Sources Overview](https://mintlify.wiki/koala73/worldmonitor/api/data-sources/overview.md): Comprehensive overview of World Monitor data sources, types, and update frequencies
- [RSS Feed Sources](https://mintlify.wiki/koala73/worldmonitor/api/data-sources/rss-feeds.md): Comprehensive catalog of 150+ RSS feed sources, categories, and allowlist domains
- [API Introduction](https://mintlify.wiki/koala73/worldmonitor/api/introduction.md): Overview of the World Monitor API architecture, versioning, and proto-first design
- [Rate Limits](https://mintlify.wiki/koala73/worldmonitor/api/rate-limits.md): API rate limiting, quotas, and Upstash Redis implementation
- [AviationService](https://mintlify.wiki/koala73/worldmonitor/api/services/aviation.md): Flight delay data from FAA and Eurocontrol
- [Climate Service](https://mintlify.wiki/koala73/worldmonitor/api/services/climate.md): Monitor climate anomalies and weather alerts from Open-Meteo
- [ConflictService](https://mintlify.wiki/koala73/worldmonitor/api/services/conflict.md): Armed conflict data from ACLED, UCDP, and HAPI/HDX
- [CyberService](https://mintlify.wiki/koala73/worldmonitor/api/services/cyber.md): Cyber threat intelligence from Feodo, URLhaus, OTX, AbuseIPDB, and C2Intel
- [Displacement Service](https://mintlify.wiki/koala73/worldmonitor/api/services/displacement.md): Monitor refugee flows, IDPs, and population exposure from UNHCR
- [Economic Service](https://mintlify.wiki/koala73/worldmonitor/api/services/economic.md): Access macroeconomic data from FRED, World Bank, EIA, and BIS
- [Giving Service](https://mintlify.wiki/koala73/worldmonitor/api/services/giving.md): Global philanthropy and personal giving activity tracking
- [Infrastructure Service](https://mintlify.wiki/koala73/worldmonitor/api/services/infrastructure.md): Monitor internet outages, service statuses, submarine cables, and temporal baseline anomalies
- [IntelligenceService](https://mintlify.wiki/koala73/worldmonitor/api/services/intelligence.md): Cross-domain intelligence synthesis and AI-powered analysis
- [MaritimeService](https://mintlify.wiki/koala73/worldmonitor/api/services/maritime.md): AIS vessel tracking and NGA navigational warnings
- [MarketService](https://mintlify.wiki/koala73/worldmonitor/api/services/market.md): Financial market data from Finnhub, Yahoo Finance, and CoinGecko
- [MilitaryService](https://mintlify.wiki/koala73/worldmonitor/api/services/military.md): Military flight tracking, bases, and theater posture intelligence
- [NewsService](https://mintlify.wiki/koala73/worldmonitor/api/services/news.md): AI-powered article summarization with provider fallback
- [Positive Events Service](https://mintlify.wiki/koala73/worldmonitor/api/services/positive-events.md): Geocoded positive news events for the Happy Monitor variant
- [Prediction Service](https://mintlify.wiki/koala73/worldmonitor/api/services/prediction.md): Access prediction markets and forecasts from Polymarket
- [Research Service](https://mintlify.wiki/koala73/worldmonitor/api/services/research.md): Academic papers, trending repositories, tech news, and event tracking
- [Seismology Service](https://mintlify.wiki/koala73/worldmonitor/api/services/seismology.md): Monitor earthquakes and seismic activity from USGS
- [Trade Service](https://mintlify.wiki/koala73/worldmonitor/api/services/trade.md): Access WTO trade data, tariffs, restrictions, and barriers
- [Unrest Service](https://mintlify.wiki/koala73/worldmonitor/api/services/unrest.md): Social unrest and protest event aggregation from ACLED and GDELT
- [Wildfire Service](https://mintlify.wiki/koala73/worldmonitor/api/services/wildfire.md): Satellite-detected active fire monitoring from NASA FIRMS
- [API Keys](https://mintlify.wiki/koala73/worldmonitor/configuration/api-keys.md): How to obtain and configure third-party API keys for World Monitor
- [Environment Variables](https://mintlify.wiki/koala73/worldmonitor/configuration/environment-variables.md): Complete reference for all World Monitor environment variables
- [Feature Toggles](https://mintlify.wiki/koala73/worldmonitor/configuration/feature-toggles.md): Runtime feature flags for enabling and disabling data sources
- [Local LLM Setup](https://mintlify.wiki/koala73/worldmonitor/configuration/local-llm.md): Configure Ollama or LM Studio for privacy-first AI inference
- [Desktop Builds](https://mintlify.wiki/koala73/worldmonitor/deployment/desktop-builds.md): Build, package, sign, and distribute World Monitor desktop apps with Tauri
- [Progressive Web App (PWA)](https://mintlify.wiki/koala73/worldmonitor/deployment/pwa.md): PWA configuration, service worker, offline support, and installability
- [Vercel Deployment](https://mintlify.wiki/koala73/worldmonitor/deployment/vercel.md): Deploy World Monitor to Vercel with serverless functions and edge configuration
- [Architecture](https://mintlify.wiki/koala73/worldmonitor/development/architecture.md): System architecture, tech stack, and project structure
- [Building](https://mintlify.wiki/koala73/worldmonitor/development/building.md): Build World Monitor for production, desktop platforms, and variants
- [Getting Started](https://mintlify.wiki/koala73/worldmonitor/development/getting-started.md): Set up your development environment and run World Monitor locally
- [Proto-First API Design](https://mintlify.wiki/koala73/worldmonitor/development/proto-api.md): Using sebuf for type-safe RPC services with auto-generated clients and servers
- [Testing](https://mintlify.wiki/koala73/worldmonitor/development/testing.md): End-to-end tests, API tests, and visual regression testing
- [AI Intelligence](https://mintlify.wiki/koala73/worldmonitor/features/ai-intelligence.md): Multi-provider LLM summarization, local inference support, and hybrid threat classification
- [Data Layers](https://mintlify.wiki/koala73/worldmonitor/features/data-layers.md): 40+ toggleable intelligence layers covering geopolitics, military, infrastructure, markets, and more
- [Desktop Application](https://mintlify.wiki/koala73/worldmonitor/features/desktop-app.md): Native Tauri desktop app for macOS, Windows, and Linux with local API sidecar and OS integration
- [Interactive 3D Globe](https://mintlify.wiki/koala73/worldmonitor/features/interactive-globe.md): WebGL-accelerated map visualization with 40+ data layers and real-time rendering
- [Live News & Video](https://mintlify.wiki/koala73/worldmonitor/features/live-news.md): 150+ RSS feeds, real-time aggregation, entity extraction, and live video streams
- [Command Palette](https://mintlify.wiki/koala73/worldmonitor/guide/command-palette.md): Fuzzy search, quick navigation, and layer commands via Cmd+K
- [Country Analysis](https://mintlify.wiki/koala73/worldmonitor/guide/country-analysis.md): In-depth intelligence briefs for any country with CII scores and exportable reports
- [Dashboard Interface](https://mintlify.wiki/koala73/worldmonitor/guide/interface.md): Understanding World Monitor's layout, panels, and navigation structure
- [Keyword Monitoring](https://mintlify.wiki/koala73/worldmonitor/guide/keyword-monitoring.md): Custom keyword alerts with real-time matching and automatic color coding
- [Layouts](https://mintlify.wiki/koala73/worldmonitor/guide/layouts.md): Customizable panel layouts, ultra-wide mode, and map pinning
- [Localization](https://mintlify.wiki/koala73/worldmonitor/guide/localization.md): Multilingual support with 16 languages, RTL layouts, and localized news feeds
- [Map Controls](https://mintlify.wiki/koala73/worldmonitor/guide/map-controls.md): Layer toggles, time filtering, zoom controls, and 3D perspective
- [Map Navigation](https://mintlify.wiki/koala73/worldmonitor/guide/navigation.md): Regional presets, map controls, and shareable URL state
- [News Feeds](https://mintlify.wiki/koala73/worldmonitor/guide/news-feeds.md): Reading, filtering, and monitoring RSS feeds with keyword alerts
- [Dashboard Overview](https://mintlify.wiki/koala73/worldmonitor/guide/overview.md): Introduction to World Monitor's real-time global intelligence dashboard
- [Panel Management](https://mintlify.wiki/koala73/worldmonitor/guide/panels.md): Resizing, reordering, and customizing dashboard panels
- [Sharing Stories](https://mintlify.wiki/koala73/worldmonitor/guide/sharing-stories.md): Exporting intelligence briefs to social media with rich previews and images
- [Signal Intelligence](https://mintlify.wiki/koala73/worldmonitor/guide/signal-intelligence.md): Understanding threat signals, convergence detection, and automated alerts
- [Themes](https://mintlify.wiki/koala73/worldmonitor/guide/themes.md): Dark and light themes with persistent preferences and dynamic switching
- [Live Video Streams](https://mintlify.wiki/koala73/worldmonitor/guide/video-streams.md): Watching live news channels, managing quality settings, and webcam feeds
- [World Brief](https://mintlify.wiki/koala73/worldmonitor/guide/world-brief.md): AI-generated global intelligence summaries with multi-tier provider fallback
- [Installation](https://mintlify.wiki/koala73/worldmonitor/installation.md): Detailed installation instructions for World Monitor web and desktop applications
- [Country Intelligence Briefs](https://mintlify.wiki/koala73/worldmonitor/intelligence/country-briefs.md): Full-page intelligence dossiers with CII scores, AI analysis, signals, and infrastructure exposure
- [Hotspot Escalation Scoring](https://mintlify.wiki/koala73/worldmonitor/intelligence/hotspot-detection.md): Dynamic escalation detection for 27 intelligence hotspots with trend analysis
- [Country Instability Index (CII)](https://mintlify.wiki/koala73/worldmonitor/intelligence/instability-index.md): Real-time stability scoring system with multi-signal fusion and component breakdown
- [Multi-Source Signal Fusion](https://mintlify.wiki/koala73/worldmonitor/intelligence/signal-aggregation.md): Unified intelligence aggregation with anomaly detection and regional convergence
- [Threat Classification Pipeline](https://mintlify.wiki/koala73/worldmonitor/intelligence/threat-classification.md): Three-stage hybrid classifier: instant keywords, async ML, and batched LLM refinement
- [World Monitor](https://mintlify.wiki/koala73/worldmonitor/introduction.md): Real-time global intelligence dashboard with AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking
- [Quickstart](https://mintlify.wiki/koala73/worldmonitor/quickstart.md): Get World Monitor running in 5 minutes
- [Finance Monitor](https://mintlify.wiki/koala73/worldmonitor/variants/finance-monitor.md): Real-time markets & trading dashboard tracking global stock exchanges, central banks, and commodities
- [Happy Monitor](https://mintlify.wiki/koala73/worldmonitor/variants/happy-monitor.md): Positive news variant focused on uplifting content, global progress, and human achievement
- [Variant System Overview](https://mintlify.wiki/koala73/worldmonitor/variants/overview.md): Understanding World Monitor's multi-variant architecture and how to switch between them
- [Tech Monitor](https://mintlify.wiki/koala73/worldmonitor/variants/tech-monitor.md): AI & tech industry dashboard tracking startups, cloud infrastructure, and cybersecurity
- [World Monitor (Full Variant)](https://mintlify.wiki/koala73/worldmonitor/variants/world-monitor.md): Geopolitical intelligence dashboard with military tracking, conflict monitoring, and infrastructure analysis