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+# prodmon
+
+**prodmon** is a cross-platform desktop productivity monitoring application that uses AI to analyze user activity via periodic screenshots. It detects anomalies and deviations from role-based productivity baselines using both cloud (Google Gemini) and local (Gemma3 via Ollama) models.
+
+## Features
+
+- **Automated Screenshot Capture:** Takes desktop screenshots at regular intervals.
+- **OCR Extraction:** Extracts text from screenshots using Tesseract OCR.
+- **AI-Powered Anomaly Detection:** Analyzes extracted text for productivity anomalies using:
+  - Google Gemini API (cloud)
+  - Local Gemma3 model (via Ollama)
+- **Role-Based Rules:** Supports customizable rules and baselines for different job roles (developer, accountant, office worker, etc.).
+- **Learning System:** Detects unknown entities in screenshots and updates rules using LLMs.
+- **Modern Electron Frontend:** Real-time dashboard for monitoring, anomaly alerts, and model selection.
+- **Cross-Platform:** Works on Windows, macOS, and Linux.
+
+## Screenshots
+
+### prodmon flags YouTube as unproductive
+
+![prodmon in action](blob/screenshot.png)
+
+## Project Structure
+
+```
+prodmon/
+  src/
+    index.js         # Electron main process (app entry)
+    index.html       # Frontend UI
+    index.css        # Styles
+    logic/
+      requirements.txt
+      src/
+        main.py      # Python backend entry point
+        api/
+          gemini.py  # Google Gemini API integration
+          gemma3.py  # Local Gemma3 model integration
+        utils/
+          ocr.py     # OCR extraction logic
+          cli.py     # CLI argument parsing and debug
+          learn.py   # Learning system for unknowns
+      rules/
+        baseline.json
+        developer/baseline.json
+        accountant/baseline.json
+        office_worker/baseline.json
+```
+
+## Installation
+
+### Prerequisites
+
+- [Node.js](https://nodejs.org/) (for Electron)
+- [Python 3.9+](https://www.python.org/)
+- [Ollama](https://ollama.com/) (for local Gemma3 model, optional)
+- [Tesseract OCR](https://github.com/tesseract-ocr/tesseract) installed and in your PATH
+
+### Setup
+
+1. **Clone the repository:**
+   ```bash
+   git clone <repo-url>
+   cd prodmon
+   ```
+
+2. **Install Node dependencies:**
+   ```bash
+   npm install
+   ```
+
+3. **First run (auto-setup):**
+   ```bash
+   npm start
+   ```
+   - On first launch, the app will create a Python virtual environment and install backend dependencies automatically.
+
+4. **Configure Google Gemini API (optional for cloud AI):**
+   - Create a `.env` file in `src/logic/` with:
+     ```
+     GOOGLE_API_KEY=your_google_gemini_api_key
+     ```
+
+5. **(Optional) Setup Ollama and Gemma3 for local AI:**
+   - Install [Ollama](https://ollama.com/) and pull the Gemma3 model:
+     ```bash
+     ollama pull gemma3:4b
+     ```
+
+## Usage
+
+- Launch the app with `npm start`.
+- The app will take screenshots every 30 seconds and analyze them.
+- Switch between "Gemini" (cloud) and "Local Model" (Gemma3) in the sidebar.
+- View detected anomalies and activity stats in real time.
+
+## Customization
+
+- **Rules & Baselines:**  
+  Edit or add JSON files in `src/logic/rules/` for different roles or organizations.
+- **Add New Roles:**  
+  Create a new folder in `rules/` (e.g., `rules/manager/`) and add a `baseline.json`.
+
+## Dependencies
+
+### Node.js
+
+- electron
+- screenshot-desktop
+- python-bridge
+
+### Python (see `src/logic/requirements.txt`)
+
+- pytesseract
+- Pillow
+- opencv-python
+- scikit-learn
+- numpy
+- pandas
+- google-generativeai
+- python-dotenv
+- urllib3
+
+## Development
+
+- **Frontend:** Edit `src/index.html`, `src/index.css`, and `src/index.js`.
+- **Backend:** Edit Python files in `src/logic/src/`.
+- **Rules:** Edit JSON files in `src/logic/rules/`.
+
+## License
+
+MIT
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