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* feat(simulation): MiroFish Phase 2 — theater-limited simulation runner Adds the simulation execution layer that consumes simulation-package.json and produces simulation-outcome.json for maritime chokepoint + energy/logistics theaters, closing the WorldMonitor → MiroFish handoff loop. Changes: - scripts/seed-forecasts.mjs: 2-round LLM simulation runner (prompt builders, JSON extractor, runTheaterSimulation, writeSimulationOutcome, task queue with NX dedup lock, runSimulationWorker poll loop) - scripts/process-simulation-tasks.mjs: standalone worker entry point - proto: GetSimulationOutcome RPC + make generate - server/worldmonitor/forecast/v1/get-simulation-outcome.ts: RPC handler - server/gateway.ts: slow tier for get-simulation-outcome - api/health.js: simulationOutcomeLatest in STANDALONE + ON_DEMAND keys - tests: 14 new tests for simulation runner functions * fix(simulation): address P1/P2 code review findings from PR #2220 Security (P1 #018): - sanitizeForPrompt() applied to all entity/seed fields interpolated into Round 1 prompt (entityId, class, stance, seedId, type, timing) - sanitizeForPrompt() applied to actorId and entityIds in Round 2 prompt - sanitizeForPrompt() + length caps applied to all LLM array fields written to R2 (dominantReactions, stabilizers, invalidators, keyActors, timingMarkers) Validation (P1 #019): - Added validateRunId() regex guard - Applied in enqueueSimulationTask() and processNextSimulationTask() loop Type safety (P1 #020): - Added isOutcomePointer() and isPackagePointer() type guards in TS handlers - Replaced unsafe as-casts with runtime-validated guards in both handlers Correctness (P2 #022): - Log warning when pkgPointer.runId does not match task runId Architecture (P2 #024): - isMaritimeChokeEnergyCandidate() accepts both flat and nested topBucketId - Call site simplified to pass theater directly Performance (P2 #025): - SIMULATION_ROUND1_MAX_TOKENS raised 1800 to 2200 - Added max 3 initialReactions instruction to Round 1 prompt Maintainability (P2 #026): - Simulation pointer keys exported from server/_shared/cache-keys.ts - Both TS handlers import from shared location Documentation (P2 #027): - Strengthened runId no-op description in proto and OpenAPI spec * fix(todos): add blank lines around lists in markdown todo files * style(api): reformat openapi yaml to match linter output * test(simulation): add flat-shape filter test + getSimulationOutcome handler coverage Two tests identified as missing during PR #2220 review: 1. isMaritimeChokeEnergyCandidate flat-shape tests — covers the || candidate.topBucketId normalization added in the P1/P2 review pass. The existing tests only used the nested marketContext.topBucketId shape; this adds the flat root-field shape that arrives from the simulation-package.json JSON (selectedTheaters entries have topBucketId at root). 2. getSimulationOutcome handler structural tests — verifies the isOutcomePointer guard, found:false NOT_FOUND return, found:true success path, note population on runId mismatch, and redis_unavailable error string. Follows the readSrc static-analysis pattern used elsewhere in server-handlers.test.mjs (handler imports Redis so full integration test would require a test Redis instance).
World Monitor
Real-time global intelligence dashboard — AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.
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Documentation · Releases · Contributing
What It Does
- 435+ curated news feeds across 15 categories, AI-synthesized into briefs
- Dual map engine — 3D globe (globe.gl) and WebGL flat map (deck.gl) with 45 data layers
- Cross-stream correlation — military, economic, disaster, and escalation signal convergence
- Country Intelligence Index — composite risk scoring across 12 signal categories
- Finance radar — 92 stock exchanges, commodities, crypto, and 7-signal market composite
- Local AI — run everything with Ollama, no API keys required
- 5 site variants from a single codebase (world, tech, finance, commodity, happy)
- Native desktop app (Tauri 2) for macOS, Windows, and Linux
- 21 languages with native-language feeds and RTL support
For the full feature list, architecture, data sources, and algorithms, see the documentation.
Quick Start
git clone https://github.com/koala73/worldmonitor.git
cd worldmonitor
npm install
npm run dev
Open localhost:5173. No environment variables required for basic operation.
For variant-specific development:
npm run dev:tech # tech.worldmonitor.app
npm run dev:finance # finance.worldmonitor.app
npm run dev:commodity # commodity.worldmonitor.app
npm run dev:happy # happy.worldmonitor.app
See the self-hosting guide for deployment options (Vercel, Docker, static).
Tech Stack
| Category | Technologies |
|---|---|
| Frontend | Vanilla TypeScript, Vite, globe.gl + Three.js, deck.gl + MapLibre GL |
| Desktop | Tauri 2 (Rust) with Node.js sidecar |
| AI/ML | Ollama / Groq / OpenRouter, Transformers.js (browser-side) |
| API Contracts | Protocol Buffers (92 protos, 22 services), sebuf HTTP annotations |
| Deployment | Vercel Edge Functions (60+), Railway relay, Tauri, PWA |
| Caching | Redis (Upstash), 3-tier cache, CDN, service worker |
Full stack details in the architecture docs.
Flight Data
Flight data provided gracefully by Wingbits, the most advanced ADS-B flight data solution.
Contributing
Contributions welcome! See CONTRIBUTING.md for guidelines.
npm run typecheck # Type checking
npm run build:full # Production build
License
AGPL-3.0 for non-commercial use. Commercial license required for any commercial use.
| Use Case | Allowed? |
|---|---|
| Personal / research / educational | Yes |
| Self-hosted (non-commercial) | Yes, with attribution |
| Fork and modify (non-commercial) | Yes, share source under AGPL-3.0 |
| Commercial use / SaaS / rebranding | Requires commercial license |
See LICENSE for full terms. For commercial licensing, contact the maintainer.
Copyright (C) 2024-2026 Elie Habib. All rights reserved.
Author
Elie Habib — GitHub
Contributors
Security Acknowledgments
We thank the following researchers for responsibly disclosing security issues:
- Cody Richard — Disclosed three security findings covering IPC command exposure, renderer-to-sidecar trust boundary analysis, and fetch patch credential injection architecture (2026)
See our Security Policy for responsible disclosure guidelines.
worldmonitor.app · docs.worldmonitor.app · finance.worldmonitor.app · commodity.worldmonitor.app