🔥 MODUS Forge

Speak it. See it. Use it.

"The App Store is dead. The future is ephemeral, personal software forged by AI in seconds." — Inspired by Andrej Karpathy's vision

MODUS Forge turns a single sentence into a fully functional, personal dashboard — no app store, no downloads, no subscriptions. Just your intent, your data, your app.

modus-forge "Track my cardio for 8 weeks"

→ Generates a complete, self-contained HTML dashboard
→ Connects to your sensor APIs (Apple Health, Garmin, Woodway...)
→ Opens in your browser, ready to use
→ Yours. Not a template. Not a generic app. Yours.

How It Works

You → "Track my cardio for 8 weeks"
         ↓
    RUNE Engine (prompt enrichment + 8-layer framework)
         ↓
    Context Layer (your data, preferences, connected APIs)
         ↓
    LLM Generation (Gemini / Claude / GPT)
         ↓
    Spinoza Validator (quality control: Conatus, Ratio, Laetitia, Natura)
         ↓
    index.html → open in browser 🚀

Philosophy

Every app is a modus — a mode of existence, unique to the person who needs it.

We don't believe in one-size-fits-all software. We believe in software that exists only because you need it, shaped by your context, and disposable when you don't.

"God is Nature" — Spinoza
Your intent is the app. The app is the intent.

Features

• 🧠 RUNE-Powered — Prompts are enhanced through an 8-layer framework before hitting the LLM
• 🔌 Sensor Discovery — Auto-detects and integrates available APIs (health, fitness, finance, weather, IoT...)
• 🎨 Beautiful by Default — Dark cyberpunk aesthetic, data-dense, interactive dashboards
• ✅ Spinoza Validated — Every output is checked for actionability, logic, beauty, and naturalness
• 📦 Zero Dependencies — Single HTML file, works offline, double-click to open
• 🔒 Private — Runs locally. Your data stays yours.

Quick Start

# Install
npm install -g modus-forge

# Forge your first app
modus-forge "Track my daily water intake"
modus-forge "Monitor my portfolio: AAPL, TSLA, BTC"
modus-forge "Plan my 8-week marathon training"
modus-forge "Dashboard for my home energy usage"

# With options
modus-forge "Track my sleep" --model gemini-3-pro --style minimal
modus-forge "Budget tracker" --connect "bank-api" --lang tr

Architecture

modus-forge/
├── bin/                  # CLI entry point
│   └── forge.js
├── lib/
│   ├── rune/             # RUNE prompt engine
│   │   ├── enhancer.js   # 8-layer prompt enrichment
│   │   └── validator.js  # Spinoza quality control
│   ├── context/          # Personal context layer
│   │   ├── sensors.js    # API/sensor discovery
│   │   └── profile.js    # User preferences & history
│   ├── generators/       # LLM code generation
│   │   ├── gemini.js
│   │   ├── claude.js
│   │   └── openai.js
│   └── renderer/         # Output formatting
│       ├── html.js       # Single-file HTML builder
│       └── preview.js    # Browser preview launcher
├── templates/            # Base design system templates
│   ├── dashboard.html
│   ├── tracker.html
│   └── monitor.html
├── skills/               # Sensor integration skills
│   ├── health/           # Apple Health, Garmin, Fitbit...
│   ├── finance/          # Portfolio, banking APIs...
│   ├── iot/              # Smart home, energy...
│   └── custom/           # User-added integrations
├── package.json
└── README.md

The Vision

Andrej Karpathy said it best: a cardio experiment tracker is ~300 lines of code. There will never be (and shouldn't be) a specific app store entry for it.

MODUS Forge is the missing layer:

Yesterday	Today	Tomorrow (Forge)
Search app store	Vibe code for 1 hour	"Track my cardio" → done in 60 seconds
Download generic app	Fix bugs manually	RUNE validates automatically
Adapt to the app	Reverse-engineer APIs	Sensors discovered & connected
Data in their cloud	Data in your HTML	Data stays local

The industry needs to reconfigure into AI-native sensors & actuators. Until then, Forge bridges the gap — reverse-engineering APIs so you don't have to.

Built With

• RUNE — Prompt engineering framework ("Every prompt is a spell")
• MODUS — Universe simulation platform (Spinoza philosophy)
• OpenClaw — AI agent orchestration

Roadmap

• Concept & architecture
• CLI MVP (single prompt → HTML)
• RUNE integration (prompt enrichment)
• Sensor discovery (Apple Health, Garmin)
• Template library (dashboard, tracker, monitor)
• Spinoza validation loop
• Multi-LLM support (Gemini, Claude, GPT)
• Persistent apps (auto-update, live data)
• Community skills marketplace

NeuraByte Labs

"Where Spinoza Meets Silicon"

MODUS Forge is a NeuraByte Labs project.

License

MIT