worldmonitor

Name: worldmonitor
Author: koala73

Warning

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

83,265stars

12,425forks

TypeScript

Installation

# Add to your Claude Code skills
git clone https://github.com/koala73/worldmonitor

Getting Started

Guides for using ai agents skills like worldmonitor.

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Security ReportWarning

Last scanned: 7/6/2026

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README.md

Frequently Asked Questions

What is worldmonitor?

worldmonitor is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by koala73. Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface. It has 83,265 GitHub stars.

Is worldmonitor safe to use?

worldmonitor returned warnings in SkillsLLM's automated security scan. It has no critical vulnerabilities, but review the flagged issues in the Security Report section before adding it to your workflow.

How do I install worldmonitor?

Clone the repository with "git clone https://github.com/koala73/worldmonitor" and add it to your Claude Code skills directory (see the Installation section above).

What programming language is worldmonitor written in?

worldmonitor is primarily written in TypeScript. It is open-source under koala73 on GitHub, so you can review or fork the full source.

Are there alternatives to worldmonitor?

Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh worldmonitor against similar tools.

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World Monitor

简体中文 | 日本語

Real-time global intelligence dashboard — AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.

World Monitor Dashboard

What It Does

Curated news feeds across global and regional categories, AI-synthesized into briefs
Dual map engine — 3D globe (globe.gl) and WebGL flat map (deck.gl) with a shared map-layer catalog
Panel inventory — concrete panel implementations across specialized variants
Cross-stream correlation — military, economic, disaster, and escalation signal convergence
Country Instability Index (CII) — server-authoritative CII v8 stress scoring for the Tier-1 registry
Finance radar — stock exchanges, commodities, crypto, and a market composite
Local AI — run everything with Ollama, no API keys required
Site variants from a single codebase (world, tech, finance, commodity, happy, energy)
Native desktop app (Tauri 2) for macOS, Windows, and Linux
Multilingual UI with native-language feeds and RTL support

For the full feature list, architecture, data sources, and algorithms, see the documentation.

Support Status

All site variants and desktop binaries are built from a single codebase and ship from the same release process. The table below clarifies maintenance status so you know which surfaces are safe to depend on.

Surface	Status	Notes
`worldmonitor.app`, `tech.`, `finance.`, `commodity.`, `happy.`, `energy.`	Stable	Public deployments built from this repo, actively maintained
Desktop binaries (Windows / macOS Apple Silicon / macOS Intel / Linux AppImage)	Stable	One Tauri binary for every variant — install World Monitor and switch to tech, finance, commodity, energy, or happy in-app. There is deliberately no per-variant download

Issues filed against any of the above are triaged from the same backlog — see the issues board for currently-open work.

Quick Start

git clone https://github.com/koala73/worldmonitor.git
cd worldmonitor
npm install
npm run dev

Open localhost:3000 (override the port with DEV_PORT in .env.local). The app runs with no environment variables.

Feature-specific data sources may require credentials. See .env.example for the full list.

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
npm run dev:energy     # energy.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 and sebuf HTTP annotations
Deployment	Vercel Edge Functions, Railway relay, Tauri, PWA
Caching	Redis (Upstash), 3-tier cache, CDN, service worker

Full stack details in the architecture docs.

Programmatic Access

World Monitor is built for agents and scripts as well as browsers:

MCP server — https://worldmonitor.app/mcp (Streamable HTTP). Public tools/list; tools/call authenticates with a X-WorldMonitor-Key header or OAuth.
REST API — base https://api.worldmonitor.app, described by the OpenAPI spec.

CLI — the official worldmonitor npm package (source in cli/):

npx worldmonitor tools          # run ad-hoc — list every MCP tool (no key needed)
npm install -g worldmonitor     # or install the `worldmonitor` (alias `wm`) command
worldmonitor risk IR --api-key wm_xxx

SDKs — official zero-dependency client libraries mirroring the CLI: Python worldmonitor-sdk (source in sdk/python/), Ruby worldmonitor (sdk/ruby/), Go github.com/koala73/worldmonitor/sdk/go (sdk/go/). Guide: worldmonitor.app/docs/sdks.

Agent discovery files: llms.txt · agent-skills manifest · api-catalog. Get an API k