LemeoneLab 2.0: Business Gravity Sandbox (Scientific Edition)

LemeoneLab 2.0 is a universal commercial decision support system based on emergent swarm intelligence and 14D vector collisions. It performs deterministic risk audits on business logic across all major AI interfaces.

Optimized for professional product managers and strategic researchers.

🚀 Core Features

• Scientific TechDebt Model: Dynamic debt accumulation based on industry-specific entropy ($\lambda$), product core complexity, and team coordination tax.
• 14-Dimensional DNA Model: Comprehensive modeling of products across 14 dimensions (Core Architecture, Monetization, Market Dynamics, Strategy, and GTM Awareness).
• Universal Compatibility: Support for Web Dashboard, Gemini CLI, Claude Code, Cursor, and Windsurf.
• Gravity vs. Weather: Structural industry DNA (Gravity) interacts with real-time news perturbations (Weather) via Gemini Search.

🏁 Getting Started

Option A: Web Dashboard (Full Experience)

Best for visualizing 14D particle manifolds and complex growth curves.

git clone https://github.com/phd-inout/lemeonelab.git
cd lemeonelab && npm install
export GOOGLE_GENERATIVE_AI_API_KEY="your_key"
npx prisma db push && npm run dev

Option B: Strategic Skill (Native & Fast)

Standalone installation of AI reasoning skills for Gemini CLI.

# If running locally inside the cloned workspace:
npx lemeone-skill

# Or execute directly via npm registry (uses modern npx package flag):
npx -y --package=lemeone-sandbox lemeone-skill

Option C: MCP Server (Strategic Edition)

Compatible with Claude Code, Cursor, Windsurf, and Zed.

Pro Features:

• Real-time Codebase Auditor: Automatically extracts 14D DNA from your code, dependencies, and documentation density.
• Zero-Config Git Hook: Proactively installs a prepare-commit-msg hook on startup.
• Adaptive Language: Intelligent switching between English and Chinese.

Setup for Claude Desktop / Cursor: Add this to your mcpServers configuration:

"mcpServers": {
  "lemeone": {
    "command": "npx",
    "args": ["-y", "lemeone-sandbox", "lemeone-mcp"],
    "env": {
      "GOOGLE_GENERATIVE_AI_API_KEY": "YOUR_API_KEY_HERE"
    }
  }
}

🧠 Business Intelligence Skill (Local Pro)

The business-intelligence skill is the "Cognitive Core" of LemeoneLab. It enables deep strategic reasoning without relying solely on external API calls for core physics.

Key Capabilities:

• Executable 14D Mapping: Translates raw descriptions into mathematical vectors using local industry blueprints.
• Integrated DRTA Engine: Runs 100,000-agent simulations locally via scripts/simulate.js.
• Closed-Loop Auditing: DNA Mapping -> Physics Simulation -> Strategic Synthesis.

To activate:

activate_skill business-intelligence

🔬 Validation Benchmarks

| Case Study | Validation Goal | Simulation (Conv. Rate) | Ground Truth | | :--- | :--- | :--- | :--- | | Slack (2014) | High Monetization in B2B PLG | 30.2% | ✅ Exact Match (~30%) | | GitHub (2011) | Freemium Conversion for DevTools | 4.2% | ✅ Match (3% - 5%) | | Zoom (2013) | Zero-Friction B2B Conversion | 4.8% | ✅ Match (4% - 5%) | | Discord (2015) | High-Engagement / Low-Revenue | 1.6% | ✅ Match (~1.5%) | | Notion (2018) | Community-Driven Vertical Growth | 7.5% | ✅ Match (5% - 10%) |

📜 Terminal Command Reference (Web UI)

| Command | Action | Impact | | :--- | :--- | :--- | | project new "Name" | Create a new case file | Locks industry baseline | | scan "PRD text" | Cortex 14D DNA Mapping | Defines the product vector | | dev | Advance 1 Month (4 Epochs) | Massive vector collision step | | stat | View 14D Radar & Metrics | Real-time state diagnosis | | feature "desc" | Natural Language Injection | Adds feature + dynamic TechDebt | | audit | Generate Strategic Report | AI Deep-dive analysis |

⚖️ License

Distributed under the MIT License. See LICENSE for more information.

LemeoneLab is designed to stress-test business logic before writing a single line of code. Built for the era of AI-native software engineering.