diff --git a/.env.example b/.env.example
index 71a947765..214816564 100644
--- a/.env.example
+++ b/.env.example
@@ -1,3 +1,2 @@
-ANTHROPIC_API_KEY="YOUR API KEY"
-TAVILY_API_KEY="YOUR API KEY"
-ELEVEN_LABS_API_KEY="YOUR API KEY"
+ANTHROPIC_API_KEY=your_anthropic_api_key
+E2B_API_KEY=your_e2b_api_key # optional
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 000000000..1dcff21fd
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,8 @@
+uploads/
+*.pyc
+.DS_Store
+.env
+.venv/
+__pycache__/
+.ruff_cache/
+.pytest_cache/
\ No newline at end of file
diff --git a/main.py b/Claude-Eng-v2/main.py
similarity index 100%
rename from main.py
rename to Claude-Eng-v2/main.py
diff --git a/ollama-eng.py b/Claude-Eng-v2/ollama-eng.py
similarity index 100%
rename from ollama-eng.py
rename to Claude-Eng-v2/ollama-eng.py
diff --git a/Claude-Eng-v2/readme.md b/Claude-Eng-v2/readme.md
new file mode 100644
index 000000000..764140c45
--- /dev/null
+++ b/Claude-Eng-v2/readme.md
@@ -0,0 +1,395 @@
+# 🤖 Claude Engineer
+
+Claude Engineer is an advanced interactive command-line interface (CLI) that harnesses the power of Anthropic's Claude 3 and Claude 3.5 models to assist with a wide range of software development tasks. This tool seamlessly combines the capabilities of state-of-the-art large language models with practical file system operations, web search functionality, intelligent code analysis, and execution capabilities.
+
+## NEW
+
+TTS using 11labs WebSockets and audio streaming.
+Type
+```
+11labs on
+```
+to use TTS and 11labs off to return to regualr mode.
+
+Voice mode 🗣️: Now you can talk to the Engineer directly without even touching your keyboard.
+
+Type
+```
+voice
+```
+to enter voice mode.
+
+Say "exit voice mode" to return to regular text.
+
+If you want to use your voice and 11 labs at the same time, first activate 11labs then type voice to use your voice. 
+
+Prompt caching. Make sure you udpate your Anthropic python package before running the script.
+```
+pip install --upgrade anthropic
+```
+
+## ✨ Features
+
+- 💬 Interactive chat interface with Claude 3 and Claude 3.5 models
+- 📁 Comprehensive file system operations (create folders, files, read/write files)
+- 🔍 Web search capabilities using Tavily API for up-to-date information
+- 🌈 Enhanced syntax highlighting for code snippets
+- 🏗️ Intelligent project structure creation and management
+- 🧐 Advanced code analysis and improvement suggestions
+- 🖼️ Image analysis capabilities with support for drag and drop in the terminal
+- 🚀 Improved automode for efficient autonomous task completion
+- 🔄 Robust iteration tracking and management in automode
+- 📊 Precise diff-based file editing for controlled code modifications
+- 🛡️ Enhanced error handling and detailed output for tool usage
+- 🎨 Color-coded terminal output using Rich library for improved readability
+- 🔧 Detailed logging of tool usage and results
+- 🔁 Improved file editing workflow with separate read and apply steps
+- 🧠 Dynamic system prompt updates based on automode status
+- 🔍 TOOLCHECKERMODEL for validating tool usage and outputs
+- 📝 CODEEDITORMODEL for specialized code editing tasks
+- 🖥️ CODEEXECUTIONMODEL for analyzing code execution results
+- 📊 Token usage tracking (input, output, and total) for each model, with improved visualization using tables
+- 🪟 Remaining context window display
+- 💾 Chat log saving capability
+- 🔒 Enhanced code execution capabilities with isolated virtual environment
+- 🔄 Process management for long-running code executions
+- 📚 Multi-file reading capability for efficient handling of multiple files simultaneously
+
+## 🛠️ Installation
+
+1. Clone this repository:
+   ```
+   git clone https://github.com/doriandarko/claude-engineer.git
+   cd claude-engineer
+   ```
+
+2. Install the required dependencies:
+   ```
+   pip install -r requirements.txt
+   ```
+
+3. Set up your environment variables:
+   - Create a `.env` file in the project root directory
+   - Add the following environment variables:
+     ```
+     ANTHROPIC_API_KEY=your_anthropic_api_key
+     TAVILY_API_KEY=your_tavily_api_key
+     ```
+
+4. Set up the virtual environment for code execution:
+   Engineer will create a virtual environment to run code the first time it executes a piece of code.
+   This is just for you if you want to run the main script in a virtual environment rather than in your default one.
+   ```
+   python -m venv code_execution_env
+   source code_execution_env/bin/activate  # On Windows, use: code_execution_env\Scripts\activate
+   pip install -r requirements.txt
+   deactivate
+   ```
+
+## 🔧 Virtual Environment Setup
+
+Claude Engineer uses a dedicated virtual environment for code execution to ensure isolation and security. The virtual environment is automatically created the first time you run a piece of code. However, if you want to set it up manually or customize it, follow these steps:
+
+1. Create the virtual environment:
+   ```
+   python -m venv code_execution_env
+   ```
+
+2. Activate the virtual environment:
+   - On Windows:
+     ```
+     code_execution_env\Scripts\activate
+     ```
+   - On macOS and Linux:
+     ```
+     source code_execution_env/bin/activate
+     ```
+
+3. Install the required dependencies:
+   ```
+   pip install -r requirements.txt
+   ```
+
+4. Deactivate the virtual environment when you're done:
+   ```
+   deactivate
+   ```
+
+The code_execution_env virtual environment will be used for all code execution tasks, ensuring a consistent and isolated environment for running user code.
+
+## 🚀 Usage
+
+Run the main script to start the Claude Engineer interface:
+
+```
+python main.py
+```
+
+Once started, you can interact with Claude Engineer by typing your queries or commands. Some example interactions:
+
+- "Create a new Python project structure for a web application"
+- "Explain the code in file.py and suggest improvements"
+- "Search for the latest best practices in React development"
+- "Help me debug this error: [paste your error message]"
+- "Analyze this image and describe its contents"
+- "Execute this Python code and analyze the results"
+- "Read multiple files: file1.py, file2.py, file3.py"
+
+Special commands:
+- Type 'exit' to end the conversation and close the application.
+- Type 'image' to include an image in your message for analysis.
+- Type 'reset' to reset the entire conversation without restarting the script.
+- Type 'automode number' to enter Autonomous mode with a specific number of iterations.
+- Type 'save chat' to save the current chat log.
+- Press Ctrl+C at any time to exit the automode and return to regular chat.
+
+After each interaction, Claude Engineer will display:
+- Token usage (input, output, and total) for the current model
+- Remaining context window size
+
+### Code Execution and Process Management
+
+Claude Engineer now supports executing code in an isolated 'code_execution_env' virtual environment:
+
+1. Use the `execute_code` tool to run Python code safely in the isolated environment.
+2. Long-running processes can be managed using the process ID returned by `execute_code`.
+3. The CODEEXECUTIONMODEL analyzes execution results and provides insights.
+
+### Using Different AI Models
+
+Claude Engineer utilizes multiple specialized AI models:
+
+- MAINMODEL: Claude 3 or Claude 3.5 for general interactions
+- TOOLCHECKERMODEL: Validates tool usage and outputs
+- CODEEDITORMODEL: Performs specialized code editing tasks
+- CODEEXECUTIONMODEL: Analyzes code execution results
+
+The script automatically selects the appropriate model based on the task.
+
+### 🤖 Improved Automode
+
+The enhanced automode allows Claude to work autonomously on complex tasks with greater efficiency and control. When in automode:
+
+1. Claude sets clear, achievable goals based on your request.
+2. It works through these goals one by one, using available tools as needed.
+3. Claude provides regular updates on its progress, including the current iteration count.
+4. Automode continues until goals are completed or the maximum number of iterations is reached.
+5. You can specify the maximum number of iterations when entering automode (default is 25).
+6. Claude dynamically adjusts its approach based on progress and obstacles encountered.
+7. The TOOLCHECKERMODEL validates tool usage and outputs for increased reliability.
+
+To use automode:
+1. Type 'automode number' when prompted for input, where number is the maximum number of iterations.
+2. Provide your request when prompted.
+3. Claude will work autonomously, providing updates after each iteration.
+4. Automode exits when the task is completed, after reaching the maximum number of iterations, or when you press Ctrl+C.
+
+### 📊 Enhanced Diff-based File Editing
+
+Claude Engineer now supports an improved diff-based file editing system, allowing for more precise and controlled modifications to existing files. The new workflow includes:
+
+1. Reading the entire content of a file using the `edit_and_apply` function without providing new content.
+2. Applying changes to the file using the `edit_and_apply` function with new content, which shows a detailed diff of the proposed changes.
+3. Utilizing the CODEEDITORMODEL for specialized code editing tasks, ensuring high-quality modifications.
+
+When editing files, Claude will:
+
+1. Show a detailed diff of the proposed changes, highlighting additions, removals, and unchanged lines with color coding using the Rich library.
+2. Focus on adding new code or modifying existing code without unnecessarily removing functionality.
+3. Provide a summary of lines added and removed.
+4. Apply changes carefully to avoid duplicates and unwanted replacements.
+5. Support various editing scenarios, including targeted changes, appending content, inserting at the beginning, and replacing entire file contents.
+6. Use the CODEEDITORMODEL to ensure code changes adhere to best practices and maintain consistency.
+
+This feature enhances Claude's ability to make targeted improvements to your codebase while maintaining the integrity of existing functionality.
+
+### 🧠 Dynamic System Prompt
+
+The system prompt is now dynamically updated based on whether the script is in automode or not. This allows for more tailored instructions and behavior depending on the current operating mode:
+
+1. In regular mode, Claude focuses on providing helpful responses and using tools as needed.
+2. In automode, Claude is instructed to work autonomously, set goals, and provide regular updates on progress.
+3. The system prompt adapts to the specific task at hand, optimizing Claude's performance for each scenario.
+4. The system prompt now includes file context for enhanced token management.
+
+The dynamic system prompt enhances Claude's ability to adapt to different scenarios and provide more relevant assistance.
+
+### 📊 Token Management and Visualization
+
+Claude Engineer now features improved token management and visualization:
+
+1. Enhanced token management using file context in the system prompt.
+2. Improved token visualization using a table format.
+3. Display of input, output, and total token usage for each model interaction.
+4. Visualization of remaining context window size.
+
+These improvements provide better insights into token usage and help manage conversations more effectively.
+
+### 🔧 Available Tools
+
+Claude Engineer comes with a set of powerful tools to assist with various tasks:
+
+1. create_folder: Create a new folder at a specified path.
+2. create_file: Create a new file at a specified path with content.
+3. edit_and_apply: Read the contents of a file, and optionally apply changes.
+4. read_file: Read the contents of a file at the specified path.
+5. read_multiple_files: Read the contents of multiple files at specified paths.
+6. list_files: List all files and directories in the specified folder.
+7. tavily_search: Perform a web search using Tavily API to get up-to-date information.
+8. execute_code: Run Python code in an isolated virtual environment.
+9. stop_process: Manage and stop long-running code executions.
+10. TOOLCHECKERMODEL: Validate tool usage and outputs for increased reliability.
+11. CODEEDITORMODEL: Perform specialized code editing tasks with high precision.
+12. CODEEXECUTIONMODEL: Analyze code execution results and provide insights.
+
+These tools allow Claude to interact with the file system, manage project structures, gather information from the web, perform advanced code editing, and execute code safely.
+
+### 🖼️ Image Analysis
+
+Claude Engineer now supports image analysis capabilities. To use this feature:
+
+1. Type 'image' when prompted for input.
+2. Drag and drop your image file into the terminal or provide the file path.
+3. Provide a prompt or question about the image.
+4. Claude will analyze the image and respond to your query.
+
+This feature enables Claude to assist with tasks involving visual data, such as analyzing diagrams, screenshots, or any other images relevant to your development work.
+
+### 🛡️ Error Handling and Recovery
+
+Claude Engineer implements robust error handling and recovery mechanisms:
+
+1. Graceful handling of API errors and network issues.
+2. Automatic retries for transient failures.
+3. Clear error messages and suggestions for user action when needed.
+4. Logging of errors for debugging and improvement purposes.
+5. Ability to recover and continue operation after non-critical errors.
+6. Safe termination of long-running processes when needed.
+
+These features ensure a smooth and reliable user experience, even in the face of unexpected issues or complex code executions.
+
+### 💾 Chat Log Saving
+
+You can save the current chat log at any time during your interaction with Claude Engineer:
+
+1. Type 'save' when prompted for input.
+2. The chat log will be saved to a file in the current directory with a timestamp in the filename.
+3. You can review these logs later for reference or to continue previous conversations.
+
+## 🧠 AI Models and Specialized Agents
+
+Claude Engineer utilizes multiple AI models to provide specialized functionality:
+
+1. MAINMODEL (Claude 3 or Claude 3.5): Handles general interactions and task processing.
+2. TOOLCHECKERMODEL: Validates the usage and outputs of various tools to ensure reliability.
+3. CODEEDITORMODEL: Specializes in code editing tasks, ensuring high-quality modifications.
+4. CODEEXECUTIONMODEL: Analyzes code execution results and provides insights.
+
+These models work together to provide a comprehensive and intelligent development assistance experience.
+
+## Workflow Diagram
+
+```mermaid
+graph TD
+    A[Start] --> B[Initialize]
+    B --> C{User Input}
+    
+    C -->|"exit"| D[End]
+    C -->|"reset"| E[Reset Conversation]
+    C -->|"save chat"| F[Save Chat to Markdown]
+    C -->|"image"| G[Process Image]
+    C -->|"automode"| H[Enter Automode]
+    C -->|Other| I[Regular Chat]
+    
+    E --> C
+    F --> C
+    G --> J[chat_with_claude]
+    H --> K[Automode Loop]
+    I --> J
+    
+    J --> L{Tool Use?}
+    L -->|Yes| M[Execute Tool]
+    L -->|No| N[Generate Response]
+    
+    M --> O[Tool Checker]
+    O --> N
+    
+    N --> P[Update Conversation History]
+    P --> Q[Display Token Usage]
+    Q --> C
+    
+    subgraph Memory Management
+        R[Conversation History]
+        S[File Contents]
+        T[Code Editor Memory]
+    end
+    
+    subgraph Models
+        U[MAINMODEL - Claude-3.5-Sonnet]
+        V[TOOLCHECKERMODEL - Claude-3.5-Sonnet]
+        W[CODEEDITORMODEL - Claude-3.5-Sonnet]
+        X[CODEEXECUTIONMODEL - Claude-3-Haiku]
+    end
+    
+    subgraph Tools
+        Y[create_folder]
+        Z[create_file]
+        AA[edit_and_apply]
+        AB[execute_code]
+        AC[stop_process]
+        AD[read_file]
+        AE[list_files]
+        AF[tavily_search]
+        AG[read_multiple_files]
+    end
+    
+    J --> R
+    J --> S
+    J --> T
+    J --> U
+    O --> V
+    AA --> W
+    AB --> X
+    M --> Y
+    M --> Z
+    M --> AA
+    M --> AB
+    M --> AC
+    M --> AD
+    M --> AE
+    M --> AF
+    M --> AG
+```
+
+
+## 👥 Contributing
+
+Contributions are welcome! Please feel free to submit a Pull Request. For major changes, please open an issue first to discuss what you would like to change.
+
+## 🦙 Ollama eng is here
+
+You can now have the power of this script, completely locally using Ollama and any of the supported function calling models:
+Llama 3.1
+Mistral Nemo
+Firefunction v2
+Command-R +
+
+Before running make sure you install the latest version of the Ollama app and 
+
+```
+pip install ollama
+```
+
+Then
+
+```
+python ollama-eng.py
+```
+
+### 🚨Important note on safety when using Ollama Engineer!
+
+Be extra careful if you ever let these local models run code on your machine, especially using the executing code tool. It may brick your machine. I disabled the tool execution completely for OLLAMA engineer but if you want to implement it again based on the original script use at your own discretion.
+
+## Star History
+
+[![Star History Chart](https://api.star-history.com/svg?repos=Doriandarko/claude-engineer&type=Date)](https://star-history.com/#Doriandarko/claude-engineer&Date)
diff --git a/Claude-Eng-v2/requirements.txt b/Claude-Eng-v2/requirements.txt
new file mode 100644
index 000000000..4f1791970
--- /dev/null
+++ b/Claude-Eng-v2/requirements.txt
@@ -0,0 +1,10 @@
+anthropic
+python-dotenv
+tavily-python
+Pillow
+anthropic
+rich
+prompt_toolkit
+pydub
+websockets
+SpeechRecognition
diff --git a/app.py b/app.py
new file mode 100644
index 000000000..2cfca86f5
--- /dev/null
+++ b/app.py
@@ -0,0 +1,130 @@
+from flask import Flask, render_template, request, jsonify, url_for
+from ce3 import Assistant
+import os
+from werkzeug.utils import secure_filename
+import base64
+from config import Config
+
+app = Flask(__name__, static_folder='static')
+app.config['UPLOAD_FOLDER'] = 'uploads'
+app.config['MAX_CONTENT_LENGTH'] = 16 * 1024 * 1024  # 16MB max file size
+
+# Ensure upload directory exists
+os.makedirs(app.config['UPLOAD_FOLDER'], exist_ok=True)
+
+# Initialize the assistant
+assistant = Assistant()
+
+@app.route('/')
+def home():
+    return render_template('index.html')
+
+@app.route('/chat', methods=['POST'])
+def chat():
+    data = request.json
+    message = data.get('message', '')
+    image_data = data.get('image')  # Get the base64 image data
+    
+    # Prepare the message content
+    if image_data:
+        # Create a message with both text and image in correct order
+        message_content = [
+            {
+                "type": "image",
+                "source": {
+                    "type": "base64",
+                    "media_type": "image/jpeg",  # We should detect this from the image
+                    "data": image_data.split(',')[1] if ',' in image_data else image_data  # Remove data URL prefix if present
+                }
+            }
+        ]
+        
+        # Only add text message if there is actual text
+        if message.strip():
+            message_content.append({
+                "type": "text",
+                "text": message
+            })
+    else:
+        # Text-only message
+        message_content = message
+    
+    try:
+        # Handle the chat message with the appropriate content
+        response = assistant.chat(message_content)
+        
+        # Get token usage from assistant
+        token_usage = {
+            'total_tokens': assistant.total_tokens_used,
+            'max_tokens': Config.MAX_CONVERSATION_TOKENS
+        }
+        
+        # Get the last used tool from the conversation history
+        tool_name = None
+        if assistant.conversation_history:
+            for msg in reversed(assistant.conversation_history):
+                if msg.get('role') == 'assistant' and msg.get('content'):
+                    content = msg['content']
+                    if isinstance(content, list):
+                        for block in content:
+                            if isinstance(block, dict) and block.get('type') == 'tool_use':
+                                tool_name = block.get('name')
+                                break
+                    if tool_name:
+                        break
+        
+        return jsonify({
+            'response': response,
+            'thinking': False,
+            'tool_name': tool_name,
+            'token_usage': token_usage
+        })
+        
+    except Exception as e:
+        return jsonify({
+            'response': f"Error: {str(e)}",
+            'thinking': False,
+            'tool_name': None,
+            'token_usage': None
+        }), 200  # Return 200 even for errors to handle them gracefully in frontend
+
+@app.route('/upload', methods=['POST'])
+def upload_file():
+    if 'file' not in request.files:
+        return jsonify({'error': 'No file part'}), 400
+    
+    file = request.files['file']
+    if file.filename == '':
+        return jsonify({'error': 'No selected file'}), 400
+    
+    if file and file.filename.lower().endswith(('.png', '.jpg', '.jpeg', '.gif', '.webp')):
+        filename = secure_filename(file.filename)
+        filepath = os.path.join(app.config['UPLOAD_FOLDER'], filename)
+        file.save(filepath)
+        
+        # Get the actual media type
+        media_type = file.content_type or 'image/jpeg'  # Default to jpeg if not detected
+        
+        # Convert image to base64
+        with open(filepath, "rb") as image_file:
+            encoded_string = base64.b64encode(image_file.read()).decode('utf-8')
+        
+        # Clean up the file
+        os.remove(filepath)
+        
+        return jsonify({
+            'success': True,
+            'image_data': encoded_string,
+            'media_type': media_type
+        })
+    
+    return jsonify({'error': 'Invalid file type'}), 400
+
+@app.route('/reset', methods=['POST'])
+def reset():
+    # Reset the assistant's conversation history
+    assistant.reset()
+    return jsonify({'status': 'success'})
+
+if __name__ == '__main__':
+    app.run(debug=False) 
\ No newline at end of file
diff --git a/ce3.py b/ce3.py
new file mode 100644
index 000000000..45e5696db
--- /dev/null
+++ b/ce3.py
@@ -0,0 +1,529 @@
+# ce3.py
+import anthropic
+from rich.console import Console
+from rich.markdown import Markdown
+from rich.live import Live
+from rich.spinner import Spinner
+from rich.panel import Panel
+from typing import List, Dict, Any
+import importlib
+import inspect
+import pkgutil
+import os
+import json
+import sys
+import logging
+
+from config import Config
+from tools.base import BaseTool
+from prompt_toolkit import prompt
+from prompt_toolkit.styles import Style
+from prompts.system_prompts import SystemPrompts
+
+# Configure logging to only show ERROR level and above
+logging.basicConfig(
+    level=logging.ERROR,
+    format='%(levelname)s: %(message)s'
+)
+
+class Assistant:
+    """
+    The Assistant class manages:
+    - Loading of tools from a specified directory.
+    - Interaction with the Anthropics API (message completion).
+    - Handling user commands such as 'refresh' and 'reset'.
+    - Token usage tracking and display.
+    - Tool execution upon request from model responses.
+    """
+
+    def __init__(self):
+        if not getattr(Config, 'ANTHROPIC_API_KEY', None):
+            raise ValueError("No ANTHROPIC_API_KEY found in environment variables")
+
+        # Initialize Anthropics client
+        self.client = anthropic.Anthropic(api_key=Config.ANTHROPIC_API_KEY)
+
+        self.conversation_history: List[Dict[str, Any]] = []
+        self.console = Console()
+
+        self.thinking_enabled = getattr(Config, 'ENABLE_THINKING', False)
+        self.temperature = getattr(Config, 'DEFAULT_TEMPERATURE', 0.7)
+        self.total_tokens_used = 0
+
+        self.tools = self._load_tools()
+
+    def _execute_uv_install(self, package_name: str) -> bool:
+        """
+        Execute the uvpackagemanager tool directly to install the missing package.
+        Returns True if installation seems successful (no errors in output), otherwise False.
+        """
+        class ToolUseMock:
+            name = "uvpackagemanager"
+            input = {
+                "command": "install",
+                "packages": [package_name]
+            }
+
+        result = self._execute_tool(ToolUseMock())
+        if "Error" not in result and "failed" not in result.lower():
+            self.console.print("[green]The package was installed successfully.[/green]")
+            return True
+        else:
+            self.console.print(f"[red]Failed to install {package_name}. Output:[/red] {result}")
+            return False
+
+    def _load_tools(self) -> List[Dict[str, Any]]:
+        """
+        Dynamically load all tool classes from the tools directory.
+        If a dependency is missing, prompt the user to install it via uvpackagemanager.
+        
+        Returns:
+            A list of tools (dicts) containing their 'name', 'description', and 'input_schema'.
+        """
+        tools = []
+        tools_path = getattr(Config, 'TOOLS_DIR', None)
+
+        if tools_path is None:
+            self.console.print("[red]TOOLS_DIR not set in Config[/red]")
+            return tools
+
+        # Clear cached tool modules for fresh import
+        for module_name in list(sys.modules.keys()):
+            if module_name.startswith('tools.') and module_name != 'tools.base':
+                del sys.modules[module_name]
+
+        try:
+            for module_info in pkgutil.iter_modules([str(tools_path)]):
+                if module_info.name == 'base':
+                    continue
+
+                # Attempt loading the tool module
+                try:
+                    module = importlib.import_module(f'tools.{module_info.name}')
+                    self._extract_tools_from_module(module, tools)
+                except ImportError as e:
+                    # Handle missing dependencies
+                    missing_module = self._parse_missing_dependency(str(e))
+                    self.console.print(f"\n[yellow]Missing dependency:[/yellow] {missing_module} for tool {module_info.name}")
+                    user_response = input(f"Would you like to install {missing_module}? (y/n): ").lower()
+
+                    if user_response == 'y':
+                        success = self._execute_uv_install(missing_module)
+                        if success:
+                            # Retry loading the module after installation
+                            try:
+                                module = importlib.import_module(f'tools.{module_info.name}')
+                                self._extract_tools_from_module(module, tools)
+                            except Exception as retry_err:
+                                self.console.print(f"[red]Failed to load tool after installation: {str(retry_err)}[/red]")
+                        else:
+                            self.console.print(f"[red]Installation of {missing_module} failed. Skipping this tool.[/red]")
+                    else:
+                        self.console.print(f"[yellow]Skipping tool {module_info.name} due to missing dependency[/yellow]")
+                except Exception as mod_err:
+                    self.console.print(f"[red]Error loading module {module_info.name}:[/red] {str(mod_err)}")
+        except Exception as overall_err:
+            self.console.print(f"[red]Error in tool loading process:[/red] {str(overall_err)}")
+
+        return tools
+
+    def _parse_missing_dependency(self, error_str: str) -> str:
+        """
+        Parse the missing dependency name from an ImportError string.
+        """
+        if "No module named" in error_str:
+            parts = error_str.split("No module named")
+            missing_module = parts[-1].strip(" '\"")
+        else:
+            missing_module = error_str
+        return missing_module
+
+    def _extract_tools_from_module(self, module, tools: List[Dict[str, Any]]) -> None:
+        """
+        Given a tool module, find and instantiate all tool classes (subclasses of BaseTool).
+        Append them to the 'tools' list.
+        """
+        for name, obj in inspect.getmembers(module):
+            if (inspect.isclass(obj) and issubclass(obj, BaseTool) and obj != BaseTool):
+                try:
+                    tool_instance = obj()
+                    tools.append({
+                        "name": tool_instance.name,
+                        "description": tool_instance.description,
+                        "input_schema": tool_instance.input_schema
+                    })
+                    self.console.print(f"[green]Loaded tool:[/green] {tool_instance.name}")
+                except Exception as tool_init_err:
+                    self.console.print(f"[red]Error initializing tool {name}:[/red] {str(tool_init_err)}")
+
+    def refresh_tools(self):
+        """
+        Refresh the list of tools and show newly discovered tools.
+        """
+        current_tool_names = {tool['name'] for tool in self.tools}
+        self.tools = self._load_tools()
+        new_tool_names = {tool['name'] for tool in self.tools}
+        new_tools = new_tool_names - current_tool_names
+
+        if new_tools:
+            self.console.print("\n")
+            for tool_name in new_tools:
+                tool_info = next((t for t in self.tools if t['name'] == tool_name), None)
+                if tool_info:
+                    description_lines = tool_info['description'].strip().split('\n')
+                    formatted_description = '\n    '.join(line.strip() for line in description_lines)
+                    self.console.print(f"[bold green]NEW[/bold green] 🔧 [cyan]{tool_name}[/cyan]:\n    {formatted_description}")
+        else:
+            self.console.print("\n[yellow]No new tools found[/yellow]")
+
+    def display_available_tools(self):
+        """
+        Print a list of currently loaded tools.
+        """
+        self.console.print("\n[bold cyan]Available tools:[/bold cyan]")
+        tool_names = [tool['name'] for tool in self.tools]
+        if tool_names:
+            formatted_tools = ", ".join([f"🔧 [cyan]{name}[/cyan]" for name in tool_names])
+        else:
+            formatted_tools = "No tools available."
+        self.console.print(formatted_tools)
+        self.console.print("\n---")
+
+    def _display_tool_usage(self, tool_name: str, input_data: Dict, result: str):
+        """
+        If SHOW_TOOL_USAGE is enabled, display the input and result of a tool execution.
+        Handles special cases like image data and large outputs for cleaner display.
+        """
+        if not getattr(Config, 'SHOW_TOOL_USAGE', False):
+            return
+
+        # Clean up input data by removing any large binary/base64 content
+        cleaned_input = self._clean_data_for_display(input_data)
+        
+        # Clean up result data
+        cleaned_result = self._clean_data_for_display(result)
+
+        tool_info = f"""[cyan]📥 Input:[/cyan] {json.dumps(cleaned_input, indent=2)}
+[cyan]📤 Result:[/cyan] {cleaned_result}"""
+        
+        panel = Panel(
+            tool_info,
+            title=f"Tool used: {tool_name}",
+            title_align="left",
+            border_style="cyan",
+            padding=(1, 2)
+        )
+        self.console.print(panel)
+
+    def _clean_data_for_display(self, data):
+        """
+        Helper method to clean data for display by handling various data types
+        and removing/replacing large content like base64 strings.
+        """
+        if isinstance(data, str):
+            try:
+                # Try to parse as JSON first
+                parsed_data = json.loads(data)
+                return self._clean_parsed_data(parsed_data)
+            except json.JSONDecodeError:
+                # If it's a long string, check for base64 patterns
+                if len(data) > 1000 and ';base64,' in data:
+                    return "[base64 data omitted]"
+                return data
+        elif isinstance(data, dict):
+            return self._clean_parsed_data(data)
+        else:
+            return data
+
+    def _clean_parsed_data(self, data):
+        """
+        Recursively clean parsed JSON/dict data, handling nested structures
+        and replacing large data with placeholders.
+        """
+        if isinstance(data, dict):
+            cleaned = {}
+            for key, value in data.items():
+                # Handle image data in various formats
+                if key in ['data', 'image', 'source'] and isinstance(value, str):
+                    if len(value) > 1000 and (';base64,' in value or value.startswith('data:')):
+                        cleaned[key] = "[base64 data omitted]"
+                    else:
+                        cleaned[key] = value
+                else:
+                    cleaned[key] = self._clean_parsed_data(value)
+            return cleaned
+        elif isinstance(data, list):
+            return [self._clean_parsed_data(item) for item in data]
+        elif isinstance(data, str) and len(data) > 1000 and ';base64,' in data:
+            return "[base64 data omitted]"
+        return data
+
+    def _execute_tool(self, tool_use):
+        """
+        Given a tool usage request (with tool name and inputs),
+        dynamically load and execute the corresponding tool.
+        """
+        tool_name = tool_use.name
+        tool_input = tool_use.input or {}
+        tool_result = None
+
+        try:
+            module = importlib.import_module(f'tools.{tool_name}')
+            tool_instance = self._find_tool_instance_in_module(module, tool_name)
+
+            if not tool_instance:
+                tool_result = f"Tool not found: {tool_name}"
+            else:
+                # Execute the tool with the provided input
+                try:
+                    result = tool_instance.execute(**tool_input)
+                    # Keep structured data intact
+                    tool_result = result
+                except Exception as exec_err:
+                    tool_result = f"Error executing tool '{tool_name}': {str(exec_err)}"
+        except ImportError:
+            tool_result = f"Failed to import tool: {tool_name}"
+        except Exception as e:
+            tool_result = f"Error executing tool: {str(e)}"
+
+        # Display tool usage with proper handling of structured data
+        self._display_tool_usage(tool_name, tool_input, 
+            json.dumps(tool_result) if not isinstance(tool_result, str) else tool_result)
+        return tool_result
+
+    def _find_tool_instance_in_module(self, module, tool_name: str):
+        """
+        Search a given module for a tool class matching tool_name and return an instance of it.
+        """
+        for name, obj in inspect.getmembers(module):
+            if (inspect.isclass(obj) and issubclass(obj, BaseTool) and obj != BaseTool):
+                candidate_tool = obj()
+                if candidate_tool.name == tool_name:
+                    return candidate_tool
+        return None
+
+    def _display_token_usage(self, usage):
+        """
+        Display a visual representation of token usage and remaining tokens.
+        Uses only the tracked total_tokens_used.
+        """
+        used_percentage = (self.total_tokens_used / Config.MAX_CONVERSATION_TOKENS) * 100
+        remaining_tokens = max(0, Config.MAX_CONVERSATION_TOKENS - self.total_tokens_used)
+
+        self.console.print(f"\nTotal used: {self.total_tokens_used:,} / {Config.MAX_CONVERSATION_TOKENS:,}")
+
+        bar_width = 40
+        filled = int(used_percentage / 100 * bar_width)
+        bar = "█" * filled + "░" * (bar_width - filled)
+
+        color = "green"
+        if used_percentage > 75:
+            color = "yellow"
+        if used_percentage > 90:
+            color = "red"
+
+        self.console.print(f"[{color}][{bar}] {used_percentage:.1f}%[/{color}]")
+
+        if remaining_tokens < 20000:
+            self.console.print(f"[bold red]Warning: Only {remaining_tokens:,} tokens remaining![/bold red]")
+
+        self.console.print("---")
+
+    def _get_completion(self):
+        """
+        Get a completion from the Anthropic API.
+        Handles both text-only and multimodal messages.
+        """
+        try:
+            response = self.client.messages.create(
+                model=Config.MODEL,
+                max_tokens=min(
+                    Config.MAX_TOKENS,
+                    Config.MAX_CONVERSATION_TOKENS - self.total_tokens_used
+                ),
+                temperature=self.temperature,
+                tools=self.tools,
+                messages=self.conversation_history,
+                system=f"{SystemPrompts.DEFAULT}\n\n{SystemPrompts.TOOL_USAGE}"
+            )
+
+            # Update token usage based on response usage
+            if hasattr(response, 'usage') and response.usage:
+                message_tokens = response.usage.input_tokens + response.usage.output_tokens
+                self.total_tokens_used += message_tokens
+                self._display_token_usage(response.usage)
+
+            if self.total_tokens_used >= Config.MAX_CONVERSATION_TOKENS:
+                self.console.print("\n[bold red]Token limit reached! Please reset the conversation.[/bold red]")
+                return "Token limit reached! Please type 'reset' to start a new conversation."
+
+            if response.stop_reason == "tool_use":
+                self.console.print("\n[bold yellow]  Handling Tool Use...[/bold yellow]\n")
+
+                tool_results = []
+                if getattr(response, 'content', None) and isinstance(response.content, list):
+                    # Execute each tool in the response content
+                    for content_block in response.content:
+                        if content_block.type == "tool_use":
+                            result = self._execute_tool(content_block)
+                            
+                            # Handle structured data (like image blocks) vs text
+                            if isinstance(result, (list, dict)):
+                                tool_results.append({
+                                    "type": "tool_result",
+                                    "tool_use_id": content_block.id,
+                                    "content": result  # Keep structured data intact
+                                })
+                            else:
+                                # Convert text results to proper content blocks
+                                tool_results.append({
+                                    "type": "tool_result",
+                                    "tool_use_id": content_block.id,
+                                    "content": [{"type": "text", "text": str(result)}]
+                                })
+
+                    # Append tool usage to conversation and continue
+                    self.conversation_history.append({
+                        "role": "assistant",
+                        "content": response.content
+                    })
+                    self.conversation_history.append({
+                        "role": "user",
+                        "content": tool_results
+                    })
+                    return self._get_completion()  # Recursive call to continue the conversation
+
+                else:
+                    self.console.print("[red]No tool content received despite 'tool_use' stop reason.[/red]")
+                    return "Error: No tool content received"
+
+            # Final assistant response
+            if (getattr(response, 'content', None) and 
+                isinstance(response.content, list) and 
+                response.content):
+                final_content = response.content[0].text
+                self.conversation_history.append({
+                    "role": "assistant",
+                    "content": response.content
+                })
+                return final_content
+            else:
+                self.console.print("[red]No content in final response.[/red]")
+                return "No response content available."
+
+        except Exception as e:
+            logging.error(f"Error in _get_completion: {str(e)}")
+            return f"Error: {str(e)}"
+
+    def chat(self, user_input):
+        """
+        Process a chat message from the user.
+        user_input can be either a string (text-only) or a list (multimodal message)
+        """
+        # Handle special commands only for text-only messages
+        if isinstance(user_input, str):
+            if user_input.lower() == 'refresh':
+                self.refresh_tools()
+                return "Tools refreshed successfully!"
+            elif user_input.lower() == 'reset':
+                self.reset()
+                return "Conversation reset!"
+            elif user_input.lower() == 'quit':
+                return "Goodbye!"
+
+        try:
+            # Add user message to conversation history
+            self.conversation_history.append({
+                "role": "user",
+                "content": user_input  # This can be either string or list
+            })
+
+            # Show thinking indicator if enabled
+            if self.thinking_enabled:
+                with Live(Spinner('dots', text='Thinking...', style="cyan"), 
+                         refresh_per_second=10, transient=True):
+                    response = self._get_completion()
+            else:
+                response = self._get_completion()
+
+            return response
+
+        except Exception as e:
+            logging.error(f"Error in chat: {str(e)}")
+            return f"Error: {str(e)}"
+
+    def reset(self):
+        """
+        Reset the assistant's memory and token usage.
+        """
+        self.conversation_history = []
+        self.total_tokens_used = 0
+        self.console.print("\n[bold green]🔄 Assistant memory has been reset![/bold green]")
+
+        welcome_text = """
+# Claude Engineer v3. A self-improving assistant framework with tool creation
+
+Type 'refresh' to reload available tools
+Type 'reset' to clear conversation history
+Type 'quit' to exit
+
+Available tools:
+"""
+        self.console.print(Markdown(welcome_text))
+        self.display_available_tools()
+
+
+def main():
+    """
+    Entry point for the assistant CLI loop.
+    Provides a prompt for user input and handles 'quit' and 'reset' commands.
+    """
+    console = Console()
+    style = Style.from_dict({'prompt': 'orange'})
+
+    try:
+        assistant = Assistant()
+    except ValueError as e:
+        console.print(f"[bold red]Error:[/bold red] {str(e)}")
+        console.print("Please ensure ANTHROPIC_API_KEY is set correctly.")
+        return
+
+    welcome_text = """
+# Claude Engineer v3. A self-improving assistant framework with tool creation
+
+Type 'refresh' to reload available tools
+Type 'reset' to clear conversation history
+Type 'quit' to exit
+
+Available tools:
+"""
+    console.print(Markdown(welcome_text))
+    assistant.display_available_tools()
+
+    while True:
+        try:
+            user_input = prompt("You: ", style=style).strip()
+
+            if user_input.lower() == 'quit':
+                console.print("\n[bold blue]👋 Goodbye![/bold blue]")
+                break
+            elif user_input.lower() == 'reset':
+                assistant.reset()
+                continue
+
+            response = assistant.chat(user_input)
+            console.print("\n[bold purple]Claude Engineer:[/bold purple]")
+            if isinstance(response, str):
+                safe_response = response.replace('[', '\\[').replace(']', '\\]')
+                console.print(safe_response)
+            else:
+                console.print(str(response))
+
+        except KeyboardInterrupt:
+            continue
+        except EOFError:
+            break
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/config.py b/config.py
new file mode 100644
index 000000000..eb59e72a4
--- /dev/null
+++ b/config.py
@@ -0,0 +1,21 @@
+from pathlib import Path
+import os
+from dotenv import load_dotenv
+
+load_dotenv()
+
+class Config:
+    ANTHROPIC_API_KEY = os.getenv('ANTHROPIC_API_KEY')
+    MODEL = "claude-3-5-sonnet-20241022"
+    MAX_TOKENS = 8000
+    MAX_CONVERSATION_TOKENS = 200000  # Maximum tokens per conversation
+
+    # Paths
+    BASE_DIR = Path(__file__).parent
+    TOOLS_DIR = BASE_DIR / "tools"
+    PROMPTS_DIR = BASE_DIR / "prompts"
+
+    # Assistant Configuration
+    ENABLE_THINKING = True
+    SHOW_TOOL_USAGE = True
+    DEFAULT_TEMPERATURE = 0.7
diff --git a/prompts/system_prompts.py b/prompts/system_prompts.py
new file mode 100644
index 000000000..96bc7b537
--- /dev/null
+++ b/prompts/system_prompts.py
@@ -0,0 +1,76 @@
+class SystemPrompts:
+    TOOL_USAGE = """
+    When using tools, please follow these guidelines:
+    1. Think carefully about which tool is appropriate for the task
+    2. Only use tools when necessary
+    3. Ask for clarification if required parameters are missing
+    4. Explain your choices and results in a natural way
+    5. Available tools and their use cases
+    6. Chain multiple tools together to achieve complex goals:
+       - Break down the goal into logical steps
+       - Use tools sequentially to complete each step
+       - Pass outputs from one tool as inputs to the next
+       - Continue running tools until the full goal is achieved
+       - Provide clear updates on progress through the chain
+    7. Available tools and their use cases
+       - BrowserTool: Opens URLs in system's default browser
+       - CreateFoldersTool: Creates new folders and nested directories
+       - DiffEditorTool: Performs precise text replacements in files
+       - DuckDuckGoTool: Performs web searches using DuckDuckGo
+       - Explorer: Enhanced file/directory management (list, create, delete, move, search)
+       - FileContentReaderTool: Reads content from multiple files\
+       - FileCreatorTool: Creates new files with specified content
+       - FileEditTool: Edits existing file contents
+       - GitOperationsTool: Handles Git operations (clone, commit, push, etc.)
+       - LintingTool: Lints Python code using Ruff
+       - SequentialThinkingTool: Helps break down complex problems into steps
+       - ShellTool: Executes shell commands securely
+       - ToolCreatorTool: Creates new tool classes based on descriptions
+       - UVPackageManager: Manages Python packages using UV
+       - WebScraperTool: Extracts content from web pages
+
+    6. Consider creating new tools only when:
+       - The requested capability is completely outside existing tools
+       - The functionality can't be achieved by combining existing tools
+       - The new tool would serve a distinct and reusable purpose
+       Do not create new tools if:
+       - An existing tool can handle the task, even partially
+       - The functionality is too similar to existing tools
+       - The tool would be too specific or single-use
+    """
+
+    DEFAULT = """
+    I am Claude Engineer v3, a powerful AI assistant specialized in software development.
+    I have access to various tools for file management, code execution, web interactions,
+    and development workflows.
+
+    My capabilities include:
+    1. File Operations:
+       - Creating/editing files and folders
+       - Reading file contents
+       - Managing file systems
+    
+    2. Development Tools:
+       - Package management with UV
+    
+    3. Web Interactions:
+       - Web scraping
+       - DuckDuckGo searches
+       - URL handling
+    
+    4. Problem Solving:
+       - Sequential thinking for complex problems
+       - Tool creation for new capabilities
+       - Secure command execution
+    
+    I will:
+    - Think through problems carefully
+    - Show my reasoning clearly
+    - Ask for clarification when needed
+    - Use the most appropriate tools for each task
+    - Explain my choices and results
+    - Handle errors gracefully
+    
+    I can help with various development tasks while maintaining
+    security and following best practices.
+    """
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 000000000..9ee8d26c8
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,115 @@
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[project]
+name = "ce3"
+version = "0.1.0"
+description = "A self-improving assistant framework with tool creation capabilities"
+readme = "README.md"
+requires-python = ">=3.9"
+license = { text = "MIT" }
+authors = [{ name = "Your Name", email = "your.email@example.com" }]
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Topic :: Software Development :: Libraries :: Python Modules",
+]
+dependencies = [
+    "anthropic",
+    "python-dotenv",
+    "rich",
+    "requests",
+    "beautifulsoup4",
+    "validators>=0.34.0",
+    "PyAutoGUI",
+    "Pillow",
+    "prompt-toolkit",
+    "matplotlib>=3.9.2",
+    "flask>=3.0.3",
+    "werkzeug>=3.1.2",
+    "markdownify>=0.14.1",
+    "protego>=0.3.1",
+    "readability-lxml>=0.8.1",
+    "e2b-code-interpreter>=1.0.3",
+]
+
+[project.optional-dependencies]
+dev = [
+    "pytest",
+    "pytest-cov",
+    "black",
+    "ruff",
+    "mypy",
+    "pre-commit",
+    "types-requests",
+]
+
+[project.urls]
+Homepage = "https://github.com/yourusername/cev3"
+Repository = "https://github.com/yourusername/cev3"
+Documentation = "https://github.com/yourusername/cev3#readme"
+"Bug Tracker" = "https://github.com/yourusername/cev3/issues"
+
+[tool.hatch]
+version.path = "cev3/__init__.py"
+
+[tool.ruff]
+line-length = 88
+target-version = "py39"
+select = [
+    "E",   # pycodestyle errors
+    "F",   # pyflakes
+    "I",   # isort
+    "B",   # flake8-bugbear
+    "C4",  # flake8-comprehensions
+    "UP",  # pyupgrade
+    "RUF", # ruff-specific rules
+]
+ignore = []
+
+[tool.ruff.isort]
+known-first-party = ["cev3"]
+
+[tool.ruff.flake8-tidy-imports]
+ban-relative-imports = "all"
+
+[tool.black]
+line-length = 88
+target-version = ["py39"]
+include = '\.pyi?$'
+
+[tool.mypy]
+python_version = "3.9"
+warn_return_any = true
+warn_unused_configs = true
+disallow_untyped_defs = true
+check_untyped_defs = true
+disallow_any_generics = true
+disallow_incomplete_defs = true
+disallow_untyped_decorators = true
+no_implicit_optional = true
+warn_redundant_casts = true
+warn_unused_ignores = true
+warn_no_return = true
+warn_unreachable = true
+
+[[tool.mypy.overrides]]
+module = ["wikipedia.*", "pyautogui.*"]
+ignore_missing_imports = true
+
+[tool.pytest.ini_options]
+minversion = "6.0"
+addopts = "-ra -q --cov=cev3 --cov-report=term-missing"
+testpaths = ["tests"]
+
+[tool.uv.workspace]
+members = ["testfolder"]
+
+[project.scripts]
+cev3 = "cev3.cev3:main"
diff --git a/readme.md b/readme.md
index 764140c45..0164f2395 100644
--- a/readme.md
+++ b/readme.md
@@ -1,395 +1,253 @@
-# 🤖 Claude Engineer
+# Claude Engineer v3 🤖
 
-Claude Engineer is an advanced interactive command-line interface (CLI) that harnesses the power of Anthropic's Claude 3 and Claude 3.5 models to assist with a wide range of software development tasks. This tool seamlessly combines the capabilities of state-of-the-art large language models with practical file system operations, web search functionality, intelligent code analysis, and execution capabilities.
+A powerful self-improving AI Assistant designed for creating and managing AI tools with Claude 3.5. This framework enables Claude to generate and manage its own tools, continuously expanding its capabilities through conversation. Available both as a CLI and a modern web interface!
 
-## NEW
+## History and Evolution
+This project represents the third major iteration of Claude Engineer, building upon the success of Claude Engineer v2. Key improvements from previous versions include:
+- Upgraded to Claude 3.5 Sonnet model
+- Enhanced token management with Anthropic's new token counting API
+- Self-improving tool creation system
+- Streamlined conversation handling
+- More precise token usage tracking and visualization
+- Autonomous tool generation capabilities
+- No need for automode since Claude can intelligently decide when to run tools automatically and sequentially.
 
-TTS using 11labs WebSockets and audio streaming.
-Type
-```
-11labs on
-```
-to use TTS and 11labs off to return to regualr mode.
+## Description
+Claude Engineer v3 is a sophisticated framework that allows Claude to expand its own capabilities through dynamic tool creation. During conversations, Claude can identify needs for new tools, design them, and implement them automatically. This self-improving architecture means the framework becomes more powerful the more you use it.
 
-Voice mode 🗣️: Now you can talk to the Engineer directly without even touching your keyboard.
 
-Type
-```
-voice
-```
-to enter voice mode.
+## Installation
 
-Say "exit voice mode" to return to regular text.
+For the best possible experience install uv
 
-If you want to use your voice and 11 labs at the same time, first activate 11labs then type voice to use your voice. 
+### macOS and Linux
+```bash
+# Install uv
+curl -LsSf https://astral.sh/uv/install.sh | sh
+# Or using wget if curl is not available:
+# wget -qO- https://astral.sh/uv/install.sh | sh
 
-Prompt caching. Make sure you udpate your Anthropic python package before running the script.
-```
-pip install --upgrade anthropic
-```
+# Clone and setup
+git clone https://github.com/Doriandarko/claude-engineer.git
+cd claude-engineer
+uv venv
+source .venv/bin/activate
 
-## ✨ Features
-
-- 💬 Interactive chat interface with Claude 3 and Claude 3.5 models
-- 📁 Comprehensive file system operations (create folders, files, read/write files)
-- 🔍 Web search capabilities using Tavily API for up-to-date information
-- 🌈 Enhanced syntax highlighting for code snippets
-- 🏗️ Intelligent project structure creation and management
-- 🧐 Advanced code analysis and improvement suggestions
-- 🖼️ Image analysis capabilities with support for drag and drop in the terminal
-- 🚀 Improved automode for efficient autonomous task completion
-- 🔄 Robust iteration tracking and management in automode
-- 📊 Precise diff-based file editing for controlled code modifications
-- 🛡️ Enhanced error handling and detailed output for tool usage
-- 🎨 Color-coded terminal output using Rich library for improved readability
-- 🔧 Detailed logging of tool usage and results
-- 🔁 Improved file editing workflow with separate read and apply steps
-- 🧠 Dynamic system prompt updates based on automode status
-- 🔍 TOOLCHECKERMODEL for validating tool usage and outputs
-- 📝 CODEEDITORMODEL for specialized code editing tasks
-- 🖥️ CODEEXECUTIONMODEL for analyzing code execution results
-- 📊 Token usage tracking (input, output, and total) for each model, with improved visualization using tables
-- 🪟 Remaining context window display
-- 💾 Chat log saving capability
-- 🔒 Enhanced code execution capabilities with isolated virtual environment
-- 🔄 Process management for long-running code executions
-- 📚 Multi-file reading capability for efficient handling of multiple files simultaneously
-
-## 🛠️ Installation
-
-1. Clone this repository:
-   ```
-   git clone https://github.com/doriandarko/claude-engineer.git
-   cd claude-engineer
-   ```
-
-2. Install the required dependencies:
-   ```
-   pip install -r requirements.txt
-   ```
-
-3. Set up your environment variables:
-   - Create a `.env` file in the project root directory
-   - Add the following environment variables:
-     ```
-     ANTHROPIC_API_KEY=your_anthropic_api_key
-     TAVILY_API_KEY=your_tavily_api_key
-     ```
-
-4. Set up the virtual environment for code execution:
-   Engineer will create a virtual environment to run code the first time it executes a piece of code.
-   This is just for you if you want to run the main script in a virtual environment rather than in your default one.
-   ```
-   python -m venv code_execution_env
-   source code_execution_env/bin/activate  # On Windows, use: code_execution_env\Scripts\activate
-   pip install -r requirements.txt
-   deactivate
-   ```
-
-## 🔧 Virtual Environment Setup
-
-Claude Engineer uses a dedicated virtual environment for code execution to ensure isolation and security. The virtual environment is automatically created the first time you run a piece of code. However, if you want to set it up manually or customize it, follow these steps:
-
-1. Create the virtual environment:
-   ```
-   python -m venv code_execution_env
-   ```
-
-2. Activate the virtual environment:
-   - On Windows:
-     ```
-     code_execution_env\Scripts\activate
-     ```
-   - On macOS and Linux:
-     ```
-     source code_execution_env/bin/activate
-     ```
-
-3. Install the required dependencies:
-   ```
-   pip install -r requirements.txt
-   ```
-
-4. Deactivate the virtual environment when you're done:
-   ```
-   deactivate
-   ```
-
-The code_execution_env virtual environment will be used for all code execution tasks, ensuring a consistent and isolated environment for running user code.
-
-## 🚀 Usage
-
-Run the main script to start the Claude Engineer interface:
+# Run web interface
+uv run app.py
 
+# Or run CLI
+uv run ce3.py
 ```
-python main.py
-```
-
-Once started, you can interact with Claude Engineer by typing your queries or commands. Some example interactions:
-
-- "Create a new Python project structure for a web application"
-- "Explain the code in file.py and suggest improvements"
-- "Search for the latest best practices in React development"
-- "Help me debug this error: [paste your error message]"
-- "Analyze this image and describe its contents"
-- "Execute this Python code and analyze the results"
-- "Read multiple files: file1.py, file2.py, file3.py"
-
-Special commands:
-- Type 'exit' to end the conversation and close the application.
-- Type 'image' to include an image in your message for analysis.
-- Type 'reset' to reset the entire conversation without restarting the script.
-- Type 'automode number' to enter Autonomous mode with a specific number of iterations.
-- Type 'save chat' to save the current chat log.
-- Press Ctrl+C at any time to exit the automode and return to regular chat.
-
-After each interaction, Claude Engineer will display:
-- Token usage (input, output, and total) for the current model
-- Remaining context window size
-
-### Code Execution and Process Management
-
-Claude Engineer now supports executing code in an isolated 'code_execution_env' virtual environment:
-
-1. Use the `execute_code` tool to run Python code safely in the isolated environment.
-2. Long-running processes can be managed using the process ID returned by `execute_code`.
-3. The CODEEXECUTIONMODEL analyzes execution results and provides insights.
-
-### Using Different AI Models
-
-Claude Engineer utilizes multiple specialized AI models:
-
-- MAINMODEL: Claude 3 or Claude 3.5 for general interactions
-- TOOLCHECKERMODEL: Validates tool usage and outputs
-- CODEEDITORMODEL: Performs specialized code editing tasks
-- CODEEXECUTIONMODEL: Analyzes code execution results
 
-The script automatically selects the appropriate model based on the task.
+### Windows
+```powershell
+# Install uv
+powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
 
-### 🤖 Improved Automode
+# Clone and setup
+git clone https://github.com/Doriandarko/claude-engineer.git
+cd claude-engineer
+uv venv
+.venv\Scripts\activate
 
-The enhanced automode allows Claude to work autonomously on complex tasks with greater efficiency and control. When in automode:
 
-1. Claude sets clear, achievable goals based on your request.
-2. It works through these goals one by one, using available tools as needed.
-3. Claude provides regular updates on its progress, including the current iteration count.
-4. Automode continues until goals are completed or the maximum number of iterations is reached.
-5. You can specify the maximum number of iterations when entering automode (default is 25).
-6. Claude dynamically adjusts its approach based on progress and obstacles encountered.
-7. The TOOLCHECKERMODEL validates tool usage and outputs for increased reliability.
+# Run web interface
+uv run app.py
 
-To use automode:
-1. Type 'automode number' when prompted for input, where number is the maximum number of iterations.
-2. Provide your request when prompted.
-3. Claude will work autonomously, providing updates after each iteration.
-4. Automode exits when the task is completed, after reaching the maximum number of iterations, or when you press Ctrl+C.
-
-### 📊 Enhanced Diff-based File Editing
+# Or run CLI
+uv run ce3.py
+```
 
-Claude Engineer now supports an improved diff-based file editing system, allowing for more precise and controlled modifications to existing files. The new workflow includes:
 
-1. Reading the entire content of a file using the `edit_and_apply` function without providing new content.
-2. Applying changes to the file using the `edit_and_apply` function with new content, which shows a detailed diff of the proposed changes.
-3. Utilizing the CODEEDITORMODEL for specialized code editing tasks, ensuring high-quality modifications.
+## Interface Options
 
-When editing files, Claude will:
+### 1. Web Interface 🌐
+A sleek, modern web UI with features like:
+- Real-time token usage visualization
+- Image upload and analysis capabilities
+- Markdown rendering with syntax highlighting
+- Responsive design for all devices
+- Tool usage indicators
+- Clean, minimal interface
 
-1. Show a detailed diff of the proposed changes, highlighting additions, removals, and unchanged lines with color coding using the Rich library.
-2. Focus on adding new code or modifying existing code without unnecessarily removing functionality.
-3. Provide a summary of lines added and removed.
-4. Apply changes carefully to avoid duplicates and unwanted replacements.
-5. Support various editing scenarios, including targeted changes, appending content, inserting at the beginning, and replacing entire file contents.
-6. Use the CODEEDITORMODEL to ensure code changes adhere to best practices and maintain consistency.
+![Claude Engineer v3 Web Interface](ui.png)
 
-This feature enhances Claude's ability to make targeted improvements to your codebase while maintaining the integrity of existing functionality.
+To run the web interface:
+```bash
+# Using uv (recommended)
+uv run app.py
 
-### 🧠 Dynamic System Prompt
+# Or using traditional Python
+python app.py
 
-The system prompt is now dynamically updated based on whether the script is in automode or not. This allows for more tailored instructions and behavior depending on the current operating mode:
+# Then open your browser to:
+http://localhost:5000
+```
 
-1. In regular mode, Claude focuses on providing helpful responses and using tools as needed.
-2. In automode, Claude is instructed to work autonomously, set goals, and provide regular updates on progress.
-3. The system prompt adapts to the specific task at hand, optimizing Claude's performance for each scenario.
-4. The system prompt now includes file context for enhanced token management.
+### 2. Command Line Interface (CLI) 💻
+A powerful terminal-based interface with:
+- Rich text formatting
+- Progress indicators
+- Token usage visualization
+- Direct tool interaction
+- Detailed debugging output
+
+To run the CLI:
+```bash
+# Using uv (recommended)
+uv run ce3.py
+
+# Or using traditional Python
+python ce3.py
+```
 
-The dynamic system prompt enhances Claude's ability to adapt to different scenarios and provide more relevant assistance.
+Choose the interface that best suits your workflow:
+- Web UI: Great for visual work, image analysis, and a more modern experience
+- CLI: Perfect for developers, system integration, and terminal workflows
+
+
+## Self-Improvement Features
+- 🧠 Autonomous tool identification and creation
+- 🔄 Dynamic capability expansion during conversations
+- 🎯 Smart tool dependency management
+- 📈 Learning from tool usage patterns
+- 🔍 Automatic identification of capability gaps
+- 🛠️ Self-optimization of existing tools
+
+## Core Features
+- 🔨 Dynamic tool creation and loading
+- 🔄 Hot-reload capability for new tools
+- 🎨 Rich console interface with progress indicators
+- 🧩 Tool abstraction framework with clean interfaces
+- 📝 Automated tool code generation
+- 🔌 Easy integration with Claude 3.5 AI
+- 💬 Persistent conversation history with token management
+- 🛠️ Real-time tool usage display
+- 🔄 Automatic tool chaining support
+- ⚡ Dynamic module importing system
+- 📊 Advanced token tracking with Anthropic's token counting API
+- 🎯 Precise context window management
+- 🔍 Enhanced error handling and debugging
+- 💾 Conversation state management
+
+## Project Structure
+```
+claude-engineer/
+├── app.py             # Web interface server
+├── ce3.py            # CLI interface
+├── config.py         # Configuration settings
+├── static/           # Web assets
+│   ├── css/         # Stylesheets
+│   └── js/          # JavaScript files
+├── templates/        # HTML templates
+├── tools/           # Tool implementations
+│   ├── base.py      # Base tool class
+│   └── ...         # Generated and custom tools
+└── prompts/         # System prompts
+    └── system_prompts.py
+```
 
-### 📊 Token Management and Visualization
+## Features by Interface
+
+### Web Interface Features
+- 🖼️ Image upload and analysis with Claude Vision
+- 📊 Visual token usage progress bar
+- 🎨 Clean, modern design with Tailwind CSS
+- 📝 Markdown rendering with syntax highlighting
+- 🔄 Real-time updates
+- 📱 Responsive design for all devices
+- 🖥️ Tool usage indicators
+- ⌨️ Command/Ctrl + Enter to send messages
+
+### CLI Features
+- 🎨 Rich text formatting
+- 📊 ASCII token usage bar
+- 🔄 Live progress indicators
+- 🛠️ Direct tool interaction
+- 📝 Detailed debugging output
+- 💻 Terminal-optimized interface
+
+Choose the interface that best matches your workflow and preferences. Both interfaces provide access to the same powerful Claude Engineer capabilities, just presented in different ways.
+
+## Key Components
+
+### Assistant Class
+The core Assistant class provides:
+- Dynamic tool loading and management
+- Real-time conversation handling with token tracking
+- Automatic tool creation and validation
+- Tool execution and chaining
+- Rich console output with progress indicators
+- Token usage optimization
+
+### Configuration Options
+The assistant supports various configuration options through the Config class:
+- MODEL: Claude 3.5 Sonnet model specification
+- MAX_TOKENS: Maximum tokens for individual responses
+- MAX_CONVERSATION_TOKENS: Total token limit for conversations
+- TOOLS_DIR: Directory for tool storage
+- SHOW_TOOL_USAGE: Toggle tool usage display
+- ENABLE_THINKING: Toggle thinking indicator
+- DEFAULT_TEMPERATURE: Model temperature setting
+
+## Requirements
+- Python 3.8+
+- Anthropic API Key (Claude 3.5 access)
+- Required packages in `requirements.txt`
+- Rich terminal support
+
+## Contributing
+Contributions are welcome! Please feel free to submit a Pull Request. For major changes, please open an issue first to discuss what you would like to change.
 
-Claude Engineer now features improved token management and visualization:
+## License
+MIT
 
-1. Enhanced token management using file context in the system prompt.
-2. Improved token visualization using a table format.
-3. Display of input, output, and total token usage for each model interaction.
-4. Visualization of remaining context window size.
+## Acknowledgments
+This project builds upon the foundations of Claude Engineer v2, enhancing its capabilities with self-improving tool generation and advanced token management.
 
-These improvements provide better insights into token usage and help manage conversations more effectively.
+## Built-in Tools
+Claude Engineer v3 comes with a comprehensive set of pre-built tools:
 
-### 🔧 Available Tools
-
-Claude Engineer comes with a set of powerful tools to assist with various tasks:
-
-1. create_folder: Create a new folder at a specified path.
-2. create_file: Create a new file at a specified path with content.
-3. edit_and_apply: Read the contents of a file, and optionally apply changes.
-4. read_file: Read the contents of a file at the specified path.
-5. read_multiple_files: Read the contents of multiple files at specified paths.
-6. list_files: List all files and directories in the specified folder.
-7. tavily_search: Perform a web search using Tavily API to get up-to-date information.
-8. execute_code: Run Python code in an isolated virtual environment.
-9. stop_process: Manage and stop long-running code executions.
-10. TOOLCHECKERMODEL: Validate tool usage and outputs for increased reliability.
-11. CODEEDITORMODEL: Perform specialized code editing tasks with high precision.
-12. CODEEXECUTIONMODEL: Analyze code execution results and provide insights.
-
-These tools allow Claude to interact with the file system, manage project structures, gather information from the web, perform advanced code editing, and execute code safely.
-
-### 🖼️ Image Analysis
-
-Claude Engineer now supports image analysis capabilities. To use this feature:
-
-1. Type 'image' when prompted for input.
-2. Drag and drop your image file into the terminal or provide the file path.
-3. Provide a prompt or question about the image.
-4. Claude will analyze the image and respond to your query.
-
-This feature enables Claude to assist with tasks involving visual data, such as analyzing diagrams, screenshots, or any other images relevant to your development work.
-
-### 🛡️ Error Handling and Recovery
-
-Claude Engineer implements robust error handling and recovery mechanisms:
-
-1. Graceful handling of API errors and network issues.
-2. Automatic retries for transient failures.
-3. Clear error messages and suggestions for user action when needed.
-4. Logging of errors for debugging and improvement purposes.
-5. Ability to recover and continue operation after non-critical errors.
-6. Safe termination of long-running processes when needed.
-
-These features ensure a smooth and reliable user experience, even in the face of unexpected issues or complex code executions.
-
-### 💾 Chat Log Saving
-
-You can save the current chat log at any time during your interaction with Claude Engineer:
-
-1. Type 'save' when prompted for input.
-2. The chat log will be saved to a file in the current directory with a timestamp in the filename.
-3. You can review these logs later for reference or to continue previous conversations.
-
-## 🧠 AI Models and Specialized Agents
-
-Claude Engineer utilizes multiple AI models to provide specialized functionality:
-
-1. MAINMODEL (Claude 3 or Claude 3.5): Handles general interactions and task processing.
-2. TOOLCHECKERMODEL: Validates the usage and outputs of various tools to ensure reliability.
-3. CODEEDITORMODEL: Specializes in code editing tasks, ensuring high-quality modifications.
-4. CODEEXECUTIONMODEL: Analyzes code execution results and provides insights.
-
-These models work together to provide a comprehensive and intelligent development assistance experience.
-
-## Workflow Diagram
-
-```mermaid
-graph TD
-    A[Start] --> B[Initialize]
-    B --> C{User Input}
-    
-    C -->|"exit"| D[End]
-    C -->|"reset"| E[Reset Conversation]
-    C -->|"save chat"| F[Save Chat to Markdown]
-    C -->|"image"| G[Process Image]
-    C -->|"automode"| H[Enter Automode]
-    C -->|Other| I[Regular Chat]
-    
-    E --> C
-    F --> C
-    G --> J[chat_with_claude]
-    H --> K[Automode Loop]
-    I --> J
-    
-    J --> L{Tool Use?}
-    L -->|Yes| M[Execute Tool]
-    L -->|No| N[Generate Response]
-    
-    M --> O[Tool Checker]
-    O --> N
-    
-    N --> P[Update Conversation History]
-    P --> Q[Display Token Usage]
-    Q --> C
-    
-    subgraph Memory Management
-        R[Conversation History]
-        S[File Contents]
-        T[Code Editor Memory]
-    end
-    
-    subgraph Models
-        U[MAINMODEL - Claude-3.5-Sonnet]
-        V[TOOLCHECKERMODEL - Claude-3.5-Sonnet]
-        W[CODEEDITORMODEL - Claude-3.5-Sonnet]
-        X[CODEEXECUTIONMODEL - Claude-3-Haiku]
-    end
-    
-    subgraph Tools
-        Y[create_folder]
-        Z[create_file]
-        AA[edit_and_apply]
-        AB[execute_code]
-        AC[stop_process]
-        AD[read_file]
-        AE[list_files]
-        AF[tavily_search]
-        AG[read_multiple_files]
-    end
-    
-    J --> R
-    J --> S
-    J --> T
-    J --> U
-    O --> V
-    AA --> W
-    AB --> X
-    M --> Y
-    M --> Z
-    M --> AA
-    M --> AB
-    M --> AC
-    M --> AD
-    M --> AE
-    M --> AF
-    M --> AG
-```
+### Core Tools
+- 🛠️ **Tool Creator** (`toolcreator`): Creates new tools based on natural language descriptions, enabling the framework's self-improvement capabilities.
 
+### Development Tools
+- 📦 **UV Package Manager** (`uvpackagemanager`): Interface to the UV package manager for Python dependency management, supporting package installation, removal, updates, and virtual environment management.
+- 🐍 **E2B Code Executor** (`e2bcodetool`): Securely executes Python code in a sandboxed environment powered by E2B. This tool enables Claude to write and run Python code directly, making it capable of data analysis, visualization, and complex computations. Requires an E2B API key available at [e2b.dev](https://e2b.dev/).
+- 🔍 **Linting Tool** (`lintingtool`): Runs the Ruff linter on Python files to detect and fix coding style or syntax issues, with support for automatic fixes and customizable rules.
 
-## 👥 Contributing
+### File System Tools
+- 📂 **Create Folders Tool** (`createfolderstool`): Creates new directories and nested directory structures with proper error handling and path validation.
+- 📝 **File Creator** (`filecreatortool`): Creates new files with specified content, supporting both text and binary files.
+- 📖 **File Content Reader** (`filecontentreadertool`): Reads content from multiple files simultaneously, with smart filtering of binary and system files.
+- ✏️ **File Edit** (`fileedittool`): Advanced file editing with support for full content replacement and partial edits.
+- 🔄 **Diff Editor** (`diffeditortool`): Performs precise text replacements in files by matching exact substrings.
 
-Contributions are welcome! Please feel free to submit a Pull Request. For major changes, please open an issue first to discuss what you would like to change.
+### Web Tools
+- 🔍 **DuckDuckGo** (`duckduckgotool`): Performs web searches using DuckDuckGo.
+- 🌐 **Web Scraper** (`webscrapertool`): Intelligently extracts readable content from web pages while removing unnecessary elements.
+- 🌍 **Browser** (`browsertool`): Opens URLs in the system's default web browser.
 
-## 🦙 Ollama eng is here
+### Utility Tools
+- 📸 **Screenshot Tool** (`screenshottool`): Captures screenshots of the entire screen or specific regions, returning base64-encoded images ready for Claude's vision capabilities.
 
-You can now have the power of this script, completely locally using Ollama and any of the supported function calling models:
-Llama 3.1
-Mistral Nemo
-Firefunction v2
-Command-R +
+Each tool is designed to be:
+- Self-documenting with detailed descriptions
+- Error-resistant with comprehensive error handling
+- Composable for complex operations
+- Secure with proper input validation
+- Cross-platform compatible where applicable
 
-Before running make sure you install the latest version of the Ollama app and 
+The tools are dynamically loaded and can be extended during runtime through the Tool Creator, allowing the assistant to continuously expand its capabilities based on user needs.
 
-```
-pip install ollama
-```
+## API Keys Required
+1. **Anthropic API Key**: Required for Claude 3.5 access
+2. **E2B API Key**: Required for Python code execution capabilities. Get your key at [e2b.dev](https://e2b.dev/)
 
-Then
+Add these to your `.env` file:
 
+```bash
+ANTHROPIC_API_KEY=your_anthropic_key
+E2B_API_KEY=your_e2b_key
 ```
-python ollama-eng.py
-```
-
-### 🚨Important note on safety when using Ollama Engineer!
-
-Be extra careful if you ever let these local models run code on your machine, especially using the executing code tool. It may brick your machine. I disabled the tool execution completely for OLLAMA engineer but if you want to implement it again based on the original script use at your own discretion.
-
-## Star History
-
-[![Star History Chart](https://api.star-history.com/svg?repos=Doriandarko/claude-engineer&type=Date)](https://star-history.com/#Doriandarko/claude-engineer&Date)
diff --git a/requirements.txt b/requirements.txt
index 4f1791970..e95ad4c1f 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,10 +1,15 @@
-anthropic
-python-dotenv
-tavily-python
-Pillow
-anthropic
-rich
-prompt_toolkit
-pydub
-websockets
-SpeechRecognition
+flask==3.0.0
+anthropic>=0.18.1
+beautifulsoup4>=4.12.3
+markdownify>=0.14.1
+pillow>=10.2.0
+protego>=0.3.1
+pyautogui>=0.9.54
+python-dotenv>=1.0.1
+readability-lxml>=0.8.1
+requests>=2.31.0
+rich>=13.7.0
+validators>=0.22.0
+werkzeug>=3.0.1
+prompt-toolkit>=3.0.43
+matplotlib>=3.9.2
\ No newline at end of file
diff --git a/static/css/style.css b/static/css/style.css
new file mode 100644
index 000000000..c5ac57bcb
--- /dev/null
+++ b/static/css/style.css
@@ -0,0 +1,205 @@
+/* Custom scrollbar */
+::-webkit-scrollbar {
+    width: 8px;
+}
+::-webkit-scrollbar-track {
+    background: transparent;
+}
+::-webkit-scrollbar-thumb {
+    background: #cbd5e1;
+    border-radius: 4px;
+}
+::-webkit-scrollbar-thumb:hover {
+    background: #94a3b8;
+}
+
+/* Code block styling */
+pre {
+    background: #f8fafc;
+    border-radius: 6px;
+    padding: 1rem;
+    margin: 0.5rem 0;
+    overflow-x: auto;
+}
+code {
+    font-family: ui-monospace, monospace;
+    font-size: 0.9em;
+}
+
+/* Chat container styles */
+.chat-container {
+    display: flex;
+    flex-direction: column;
+    height: 100vh;
+    overflow: hidden;
+}
+
+.messages-container {
+    flex: 1;
+    overflow-y: auto;
+    padding: 1rem;
+    padding-bottom: 2rem;
+    max-width: 5xl;
+    margin: 0 auto;
+    width: 100%;
+}
+
+.input-container {
+    position: sticky;
+    bottom: 0;
+    background-color: white;
+    border-top: 1px solid #e5e7eb;
+    padding: 1rem 0;
+    width: 100%;
+    box-shadow: 0 -4px 6px -1px rgb(0 0 0 / 0.05);
+}
+
+@keyframes pulse {
+    0%, 100% { opacity: 1; }
+    50% { opacity: 0.5; }
+}
+
+.thinking {
+    display: flex;
+    align-items: center;
+    gap: 0.5rem;
+    color: #6b7280;
+    font-size: 0.875rem;
+}
+
+.thinking::before {
+    content: '';
+    width: 0.5rem;
+    height: 0.5rem;
+    background-color: currentColor;
+    border-radius: 50%;
+    animation: pulse 1.5s ease-in-out infinite;
+}
+
+.thinking-dots span {
+    animation: pulse 1.5s ease-in-out infinite;
+    display: inline-block;
+    margin-right: 2px;
+}
+
+.thinking-dots span:nth-child(2) {
+    animation-delay: 0.2s;
+}
+
+.thinking-dots span:nth-child(3) {
+    animation-delay: 0.4s;
+}
+
+/* Update the messages spacing */
+.message-wrapper {
+    margin: 0 auto 1.5rem;
+    max-width: 5xl;
+    padding: 0 1rem;
+}
+
+.message-wrapper:last-child {
+    margin-bottom: 2rem;
+}
+
+/* Special spacing for consecutive messages */
+.message-wrapper + .message-wrapper {
+    margin-top: 1.5rem;
+}
+
+/* Update the primary color to Tailwind black */
+.ai-avatar {
+    background-color: #111827; /* Tailwind black-900 */
+}
+
+/* Add to your existing CSS */
+.tool-usage {
+    display: flex;
+    align-items: center;
+    gap: 0.5rem;
+    color: #6b7280;
+    font-size: 0.875rem;
+    padding: 0.5rem 0.75rem;
+    background-color: #f8fafc;
+    border-radius: 0.5rem;
+}
+
+.tool-usage::before {
+    content: '🔧';
+    font-size: 1rem;
+}
+
+/* Add responsive container styles */
+@media (max-width: 640px) {
+    .input-container {
+        padding: 0.75rem 0;
+    }
+    
+    .messages-container {
+        padding: 0.75rem;
+    }
+}
+
+/* Add these styles to your existing CSS */
+.token-usage-container {
+    position: sticky;
+    bottom: 80px;
+    background-color: white;
+    padding: 0.5rem 0;
+    border-top: 1px solid #e5e7eb;
+    z-index: 10;
+}
+
+.token-bar-container {
+    flex: 1;
+    height: 8px;
+    background-color: #f3f4f6;
+    border-radius: 4px;
+    overflow: hidden;
+}
+
+.token-bar {
+    height: 100%;
+    background-color: #10b981; /* Green by default */
+    border-radius: 4px;
+    transition: width 0.3s ease, background-color 0.3s ease;
+}
+
+.token-bar.warning {
+    background-color: #f59e0b; /* Yellow for warning */
+}
+
+.token-bar.danger {
+    background-color: #ef4444; /* Red for danger */
+}
+
+.token-count {
+    min-width: 160px;
+}
+
+.token-percentage {
+    min-width: 48px;
+    text-align: right;
+}
+
+/* Add these styles to your existing CSS */
+.message-wrapper .prose p {
+    color: #18181B;
+    font-size: 14px;
+    line-height: 1.5;
+}
+
+/* For user messages */
+.message-wrapper .prose {
+    color: #18181B;
+    font-size: 14px;
+    line-height: 1.5;
+}
+
+.command-code {
+    background-color: #e7f3ed;
+    color: #0a3622;
+    padding: 2px 6px;
+    border-radius: 4px;
+    font-family: monospace;
+}
+  
\ No newline at end of file
diff --git a/static/js/chat.js b/static/js/chat.js
new file mode 100644
index 000000000..86d16d71b
--- /dev/null
+++ b/static/js/chat.js
@@ -0,0 +1,300 @@
+let currentImageData = null;
+let currentMediaType = null;
+
+// Auto-resize textarea
+const textarea = document.getElementById('message-input');
+textarea.addEventListener('input', function() {
+    this.style.height = '28px';
+    this.style.height = (this.scrollHeight) + 'px';
+});
+
+function appendMessage(content, isUser = false) {
+    const messagesDiv = document.getElementById('chat-messages');
+    const messageWrapper = document.createElement('div');
+    messageWrapper.className = 'message-wrapper';
+    
+    const messageDiv = document.createElement('div');
+    messageDiv.className = 'flex items-start space-x-4 space-y-1';
+    
+    // Avatar
+    const avatarDiv = document.createElement('div');
+    if (isUser) {
+        avatarDiv.className = 'w-8 h-8 rounded-full bg-gray-200 flex items-center justify-center text-gray-600 font-bold text-xs';
+        avatarDiv.textContent = 'You';
+    } else {
+        avatarDiv.className = 'w-8 h-8 rounded-full ai-avatar flex items-center justify-center text-white font-bold text-xs';
+        avatarDiv.textContent = 'CE';
+    }
+    
+    // Message content
+    const contentDiv = document.createElement('div');
+    contentDiv.className = 'flex-1';
+    
+    const innerDiv = document.createElement('div');
+    innerDiv.className = 'prose prose-slate max-w-none';
+    
+    if (!isUser && content) {
+        try {
+            innerDiv.innerHTML = marked.parse(content);
+        } catch (e) {
+            console.error('Error parsing markdown:', e);
+            innerDiv.textContent = content;
+        }
+    } else {
+        innerDiv.textContent = content || '';
+    }
+    
+    contentDiv.appendChild(innerDiv);
+    messageDiv.appendChild(avatarDiv);
+    messageDiv.appendChild(contentDiv);
+    messageWrapper.appendChild(messageDiv);
+    messagesDiv.appendChild(messageWrapper);
+    messagesDiv.scrollTop = messagesDiv.scrollHeight;
+}
+
+// Event Listeners
+document.getElementById('upload-btn').addEventListener('click', () => {
+    document.getElementById('file-input').click();
+});
+
+document.getElementById('file-input').addEventListener('change', async (e) => {
+    const file = e.target.files[0];
+    if (file) {
+        const formData = new FormData();
+        formData.append('file', file);
+
+        try {
+            const response = await fetch('/upload', {
+                method: 'POST',
+                body: formData
+            });
+            const data = await response.json();
+            
+            if (data.success) {
+                currentImageData = data.image_data;
+                currentMediaType = data.media_type;
+                document.getElementById('preview-img').src = `data:${data.media_type};base64,${data.image_data}`;
+                document.getElementById('image-preview').classList.remove('hidden');
+            }
+        } catch (error) {
+            console.error('Error uploading image:', error);
+        }
+    }
+});
+
+document.getElementById('remove-image').addEventListener('click', () => {
+    currentImageData = null;
+    document.getElementById('image-preview').classList.add('hidden');
+    document.getElementById('file-input').value = '';
+});
+
+function appendThinkingIndicator() {
+    const messagesDiv = document.getElementById('chat-messages');
+    const messageWrapper = document.createElement('div');
+    messageWrapper.className = 'message-wrapper thinking-message';
+    
+    const messageDiv = document.createElement('div');
+    messageDiv.className = 'flex items-start space-x-4';
+    
+    // AI Avatar
+    const avatarDiv = document.createElement('div');
+    avatarDiv.className = 'w-8 h-8 rounded-full ai-avatar flex items-center justify-center text-white font-bold text-sm';
+    avatarDiv.textContent = 'CE';
+    
+    // Thinking content
+    const contentDiv = document.createElement('div');
+    contentDiv.className = 'flex-1';
+    
+    const thinkingDiv = document.createElement('div');
+    thinkingDiv.className = 'thinking';
+    thinkingDiv.innerHTML = '<div style="margin-top: 6px; margin-bottom: 4px;">Thinking<span class="thinking-dots"><span>.</span><span>.</span><span>.</span></span></div>';
+    
+    contentDiv.appendChild(thinkingDiv);
+    messageDiv.appendChild(avatarDiv);
+    messageDiv.appendChild(contentDiv);
+    messageWrapper.appendChild(messageDiv);
+    messagesDiv.appendChild(messageWrapper);
+    messagesDiv.scrollTop = messagesDiv.scrollHeight;
+    
+    return messageWrapper;
+}
+
+// Add command+enter handler
+document.getElementById('message-input').addEventListener('keydown', (e) => {
+    if ((e.metaKey || e.ctrlKey) && e.key === 'Enter') {
+        e.preventDefault();
+        document.getElementById('chat-form').dispatchEvent(new Event('submit'));
+    }
+});
+
+// Add function to show tool usage
+function appendToolUsage(toolName) {
+    const messagesDiv = document.getElementById('chat-messages');
+    const messageWrapper = document.createElement('div');
+    messageWrapper.className = 'message-wrapper';
+    
+    const messageDiv = document.createElement('div');
+    messageDiv.className = 'flex items-start space-x-4';
+    
+    // AI Avatar
+    const avatarDiv = document.createElement('div');
+    avatarDiv.className = 'w-8 h-8 rounded-full ai-avatar flex items-center justify-center text-white font-bold text-sm';
+    avatarDiv.textContent = 'CE';
+    
+    // Tool usage content
+    const contentDiv = document.createElement('div');
+    contentDiv.className = 'flex-1';
+    
+    const toolDiv = document.createElement('div');
+    toolDiv.className = 'tool-usage';
+    toolDiv.textContent = `Using tool: ${toolName}`;
+    
+    contentDiv.appendChild(toolDiv);
+    messageDiv.appendChild(avatarDiv);
+    messageDiv.appendChild(contentDiv);
+    messageWrapper.appendChild(messageDiv);
+    messagesDiv.appendChild(messageWrapper);
+    messagesDiv.scrollTop = messagesDiv.scrollHeight;
+}
+
+// Add this function near the top of your file
+function updateTokenUsage(usedTokens, maxTokens) {
+    const percentage = (usedTokens / maxTokens) * 100;
+    const tokenBar = document.getElementById('token-bar');
+    const tokensUsed = document.getElementById('tokens-used');
+    const tokenPercentage = document.getElementById('token-percentage');
+    
+    // Update the numbers
+    tokensUsed.textContent = usedTokens.toLocaleString();
+    tokenPercentage.textContent = `${percentage.toFixed(1)}%`;
+    
+    // Update the bar
+    tokenBar.style.width = `${percentage}%`;
+    
+    // Update colors based on usage
+    tokenBar.classList.remove('warning', 'danger');
+    if (percentage > 90) {
+        tokenBar.classList.add('danger');
+    } else if (percentage > 75) {
+        tokenBar.classList.add('warning');
+    }
+}
+
+// Update the chat form submit handler
+document.getElementById('chat-form').addEventListener('submit', async (e) => {
+    e.preventDefault();
+    
+    const messageInput = document.getElementById('message-input');
+    const message = messageInput.value.trim();
+    
+    if (!message && !currentImageData) return;
+    
+    // Append user message (and image if present)
+    appendMessage(message, true);
+    if (currentImageData) {
+        // Optionally show the image in the chat
+        const imagePreview = document.createElement('img');
+        imagePreview.src = `data:image/jpeg;base64,${currentImageData}`;
+        imagePreview.className = 'max-h-48 rounded-lg mt-2';
+        document.querySelector('.message-wrapper:last-child .prose').appendChild(imagePreview);
+    }
+    
+    // Clear input and reset height
+    messageInput.value = '';
+    resetTextarea();
+    
+    try {
+        // Add thinking indicator
+        const thinkingMessage = appendThinkingIndicator();
+        
+        const response = await fetch('/chat', {
+            method: 'POST',
+            headers: {
+                'Content-Type': 'application/json'
+            },
+            body: JSON.stringify({
+                message: message,
+                image: currentImageData  // This will be null if no image is selected
+            })
+        });
+        
+        const data = await response.json();
+        
+        // Update token usage if provided in response
+        if (data.token_usage) {
+            updateTokenUsage(data.token_usage.total_tokens, data.token_usage.max_tokens);
+        }
+        
+        // Remove thinking indicator
+        if (thinkingMessage) {
+            thinkingMessage.remove();
+        }
+        
+        // Show tool usage if present
+        if (data.tool_name) {
+            appendToolUsage(data.tool_name);
+        }
+        
+        // Show response if we have one
+        if (data && data.response) {
+            appendMessage(data.response);
+        } else {
+            appendMessage('Error: No response received');
+        }
+        
+        // Clear image after sending
+        currentImageData = null;
+        document.getElementById('image-preview').classList.add('hidden');
+        document.getElementById('file-input').value = '';
+        
+    } catch (error) {
+        console.error('Error sending message:', error);
+        document.querySelector('.thinking-message')?.remove();
+        appendMessage('Error: Failed to send message');
+    }
+});
+
+function resetTextarea() {
+    const textarea = document.getElementById('message-input');
+    textarea.style.height = '28px';
+}
+
+document.getElementById('chat-form').addEventListener('reset', () => {
+    resetTextarea();
+});
+
+// Add at the top of the file
+window.addEventListener('load', async () => {
+    try {
+        // Reset the conversation when page loads
+        const response = await fetch('/reset', {
+            method: 'POST',
+            headers: {
+                'Content-Type': 'application/json'
+            }
+        });
+        
+        if (!response.ok) {
+            console.error('Failed to reset conversation');
+        }
+        
+        // Clear any existing messages except the first one
+        const messagesDiv = document.getElementById('chat-messages');
+        const messages = messagesDiv.getElementsByClassName('message-wrapper');
+        while (messages.length > 1) {
+            messages[1].remove();
+        }
+        
+        // Reset any other state
+        currentImageData = null;
+        document.getElementById('image-preview')?.classList.add('hidden');
+        document.getElementById('file-input').value = '';
+        document.getElementById('message-input').value = '';
+        resetTextarea();
+        
+        // Reset token usage display
+        updateTokenUsage(0, 200000);
+    } catch (error) {
+        console.error('Error resetting conversation:', error);
+    }
+}); 
\ No newline at end of file
diff --git a/templates/index.html b/templates/index.html
new file mode 100644
index 000000000..ecffe0784
--- /dev/null
+++ b/templates/index.html
@@ -0,0 +1,107 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Claude Engineer v3</title>
+    <script src="https://cdn.tailwindcss.com"></script>
+    <script src="https://unpkg.com/marked@4.0.0/marked.min.js"></script>
+    <link rel="stylesheet" href="{{ url_for('static', filename='css/style.css') }}">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.7.0/styles/github.min.css">
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.7.0/highlight.min.js"></script>
+    <script>
+        // Configure marked to use highlight.js
+        marked.setOptions({
+            highlight: function(code, lang) {
+                if (lang && hljs.getLanguage(lang)) {
+                    return hljs.highlight(code, { language: lang }).value;
+                }
+                return hljs.highlightAuto(code).value;
+            }
+        });
+    </script>
+</head>
+<body class="bg-white">
+    <div class="chat-container">
+        <!-- Messages area -->
+        <div class=" max-w-5xl mx-auto px-4 sm:px-6 lg:px-8 messages-container" id="chat-messages">
+            <!-- Initial message -->
+            <div class="message-wrapper initial-message">
+                <div class="flex items-start space-x-4 space-y-1">
+                    <div class="w-8 h-8 rounded-full ai-avatar flex items-center justify-center text-white font-bold text-xs">
+                        CE
+                    </div>
+                    <div class="flex-1">
+                        <div class="prose prose-slate max-w-none">
+                            <p>Welcome to Claude Engineer v3! I'm here to help with programming and development tasks. I can create custom tools on demand to help with any task you need - just ask!</p>
+                            
+                            <p>Available commands:</p>
+                            <p>
+                                <span class="command-code">refresh</span> - Reload available tools<br>
+                                <span class="command-code">reset</span> - Clear conversation history<br>
+                                <span class="command-code">quit</span> - Exit the conversation
+                            </p>
+                            
+                            
+                            
+                            <p>How can I assist you today?</p>
+                        </div>
+                    </div>
+                </div>
+            </div>
+        </div>
+        
+        <!-- Add this right before the input-container div -->
+        <div class="token-usage-container">
+            <div class="max-w-3xl mx-auto px-4 sm:px-6 lg:px-8">
+                <div class="flex items-center space-x-4 text-sm text-gray-500">
+                    <div class="token-count">Total used: <span id="tokens-used">0</span> / <span id="max-tokens">200,000</span></div>
+                    <div class="token-bar-container">
+                        <div id="token-bar" class="token-bar" style="width: 0%"></div>
+                    </div>
+                    <div id="token-percentage" class="token-percentage">0%</div>
+                </div>
+            </div>
+        </div>
+        
+        <!-- Fixed input area -->
+        <div class="input-container">
+            <div class="max-w-5xl mx-auto px-4 sm:px-6 lg:px-8">
+                <form id="chat-form" class="relative">
+                    <div id="image-preview" class="hidden mb-2">
+                        <div class="relative inline-block">
+                            <img id="preview-img" class="max-h-32 rounded-lg border border-gray-200" src="" alt="Preview">
+                            <button type="button" id="remove-image" class="absolute -top-2 -right-2 bg-white rounded-full p-1 shadow-sm hover:bg-gray-100">
+                                <svg xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 text-gray-500" viewBox="0 0 20 20" fill="currentColor">
+                                    <path fill-rule="evenodd" d="M4.293 4.293a1 1 0 011.414 0L10 8.586l4.293-4.293a1 1 0 111.414 1.414L11.414 10l4.293 4.293a1 1 0 01-1.414 1.414L10 11.414l-4.293 4.293a1 1 0 01-1.414-1.414L8.586 10 4.293 5.707a1 1 0 010-1.414z" clip-rule="evenodd" />
+                                </svg>
+                            </button>
+                        </div>
+                    </div>
+                    <div class="flex items-end space-x-2 bg-white rounded-xl border border-gray-200 p-3 mx-2">
+                        <button type="button" id="upload-btn" class="p-2 text-gray-400 hover:text-gray-600">
+                            <svg xmlns="http://www.w3.org/2000/svg" class="h-5 w-5" fill="none" viewBox="0 0 24 24" stroke="currentColor">
+                                <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4 16l4.586-4.586a2 2 0 012.828 0L16 16m-2-2l1.586-1.586a2 2 0 012.828 0L20 14m-6-6h.01M6 20h12a2 2 0 002-2V6a2 2 0 00-2-2H6a2 2 0 00-2 2v12a2 2 0 002 2z" />
+                            </svg>
+                        </button>
+                        <input type="file" id="file-input" class="hidden" accept="image/*">
+                        <textarea id="message-input" 
+                            class="flex-1 border-0 bg-transparent p-2 focus:ring-0 focus:outline-none resize-none max-h-32 overflow-y-auto min-h-[2.5rem]"
+                            rows="1"
+                            placeholder="Type something... (⌘ + Enter to send)"
+                            style="height: 40px; max-height: 200px;"
+                        ></textarea>
+                        <button type="submit" class="p-2 text-gray-400 hover:text-gray-600">
+                            <svg xmlns="http://www.w3.org/2000/svg" class="h-5 w-5" viewBox="0 0 20 20" fill="currentColor">
+                                <path d="M10.894 2.553a1 1 0 00-1.788 0l-7 14a1 1 0 001.169 1.409l5-1.429A1 1 0 009 15.571V11a1 1 0 112 0v4.571a1 1 0 00.725.962l5 1.428a1 1 0 001.17-1.408l-7-14z" />
+                            </svg>
+                        </button>
+                    </div>
+                </form>
+            </div>
+        </div>
+    </div>
+
+    <script src="{{ url_for('static', filename='js/chat.js') }}"></script>
+</body>
+</html> 
\ No newline at end of file
diff --git a/test.py b/test.py
new file mode 100644
index 000000000..a51400937
--- /dev/null
+++ b/test.py
@@ -0,0 +1,104 @@
+from typing import List
+import unittest
+
+def calculate_sum(numbers: List[float]) -> float:
+    """
+    Calculate the sum of a list of numbers.
+    
+    Args:
+        numbers (List[float]): A list of numbers to sum
+        
+    Returns:
+        float: The sum of all numbers in the list
+        
+    Raises:
+        ValueError: If the input list is empty
+    """
+    if not numbers:
+        raise ValueError("Cannot calculate sum of an empty list")
+    return sum(numbers)
+
+def calculate_median(numbers: List[float]) -> float:
+    """
+    Calculate the median of a list of numbers.
+    
+    Args:
+        numbers (List[float]): A list of numbers to find the median of
+        
+    Returns:
+        float: The median value of the list
+        
+    Raises:
+        ValueError: If the input list is empty
+    """
+    if not numbers:
+        raise ValueError("Cannot calculate median of an empty list")
+    
+    sorted_numbers = sorted(numbers)
+    n = len(sorted_numbers)
+    mid = n // 2
+    
+    if n % 2 == 0:
+        return (sorted_numbers[mid-1] + sorted_numbers[mid]) / 2
+    else:
+        return sorted_numbers[mid]
+
+def main() -> None:
+    """Main function to demonstrate the usage of calculate_sum and calculate_median."""
+    try:
+        numbers = [1, 2, 3, 4, 5]
+        total = calculate_sum(numbers)
+        median = calculate_median(numbers)
+        print(f"The sum is: {total}")
+        print(f"The median is: {median}")
+    except ValueError as e:
+        print(f"Error: {e}")
+
+class TestCalculateSum(unittest.TestCase):
+    """Test cases for the calculate_sum function."""
+    
+    def test_normal_list(self):
+        """Test with a normal list of numbers."""
+        self.assertEqual(calculate_sum([1, 2, 3, 4, 5]), 15)
+        
+    def test_float_numbers(self):
+        """Test with floating point numbers."""
+        self.assertAlmostEqual(calculate_sum([1.5, 2.5, 3.5]), 7.5)
+        
+    def test_empty_list(self):
+        """Test that empty list raises ValueError."""
+        with self.assertRaises(ValueError):
+            calculate_sum([])
+            
+    def test_negative_numbers(self):
+        """Test with negative numbers."""
+        self.assertEqual(calculate_sum([-1, -2, -3]), -6)
+
+class TestCalculateMedian(unittest.TestCase):
+    """Test cases for the calculate_median function."""
+    
+    def test_odd_length_list(self):
+        """Test median with odd number of elements."""
+        self.assertEqual(calculate_median([1, 2, 3, 4, 5]), 3)
+        
+    def test_even_length_list(self):
+        """Test median with even number of elements."""
+        self.assertEqual(calculate_median([1, 2, 3, 4]), 2.5)
+        
+    def test_unordered_list(self):
+        """Test median with unordered list."""
+        self.assertEqual(calculate_median([5, 2, 1, 4, 3]), 3)
+        
+    def test_empty_list(self):
+        """Test that empty list raises ValueError."""
+        with self.assertRaises(ValueError):
+            calculate_median([])
+            
+    def test_negative_numbers(self):
+        """Test with negative numbers."""
+        self.assertEqual(calculate_median([-1, -2, -3]), -2)
+
+if __name__ == "__main__":
+    main()
+    # Run the tests
+    unittest.main(argv=[''], exit=False)
diff --git a/tools/base.py b/tools/base.py
new file mode 100644
index 000000000..715d9cdcb
--- /dev/null
+++ b/tools/base.py
@@ -0,0 +1,26 @@
+from abc import ABC, abstractmethod
+from typing import Dict
+
+class BaseTool(ABC):
+    @property
+    @abstractmethod
+    def name(self) -> str:
+        """Tool name that matches the regex ^[a-zA-Z0-9_-]{1,64}$"""
+        pass
+
+    @property
+    @abstractmethod
+    def description(self) -> str:
+        """Detailed description of what the tool does"""
+        pass
+
+    @property
+    @abstractmethod
+    def input_schema(self) -> Dict:
+        """JSON Schema defining the expected parameters"""
+        pass
+
+    @abstractmethod
+    def execute(self, **kwargs) -> str:
+        """Execute the tool with given parameters"""
+        pass
diff --git a/tools/browsertool.py b/tools/browsertool.py
new file mode 100644
index 000000000..5ecf7482f
--- /dev/null
+++ b/tools/browsertool.py
@@ -0,0 +1,52 @@
+from tools.base import BaseTool
+import webbrowser
+import validators
+from typing import Union, List
+from urllib.parse import urlparse
+
+class BrowserTool(BaseTool):
+    name = "browsertool"
+    description = '''
+    Opens URLs in the system's default web browser.
+    Accepts a single URL or a list of URLs.
+    Validates URL format and supports http/https protocols.
+    Returns feedback on which URLs were successfully opened.
+    '''
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "urls": {
+                "type": ["string", "array"],
+                "items": {"type": "string"},
+                "description": "Single URL or list of URLs to open"
+            }
+        },
+        "required": ["urls"]
+    }
+
+    def _validate_url(self, url: str) -> bool:
+        if not isinstance(url, str):
+            return False
+        if not validators.url(url):
+            return False
+        parsed = urlparse(url)
+        return parsed.scheme in ['http', 'https']
+
+    def execute(self, **kwargs) -> str:
+        urls = kwargs.get('urls', [])
+        if isinstance(urls, str):
+            urls = [urls]
+
+        results = []
+        for url in urls:
+            try:
+                if not self._validate_url(url):
+                    results.append(f"Failed to open {url}: Invalid URL format")
+                    continue
+                
+                webbrowser.open(url)
+                results.append(f"Successfully opened {url}")
+            except Exception as e:
+                results.append(f"Error opening {url}: {str(e)}")
+
+        return "\n".join(results)
\ No newline at end of file
diff --git a/tools/createfolderstool.py b/tools/createfolderstool.py
new file mode 100644
index 000000000..6cc9f9921
--- /dev/null
+++ b/tools/createfolderstool.py
@@ -0,0 +1,56 @@
+from tools.base import BaseTool
+import os
+import pathlib
+from typing import List
+
+class CreateFoldersTool(BaseTool):
+    name = "createfolderstool"
+    description = '''
+    Creates new folders at specified paths, including nested directories if needed.
+    Accepts a list of folder paths and creates each folder along with any necessary parent directories.
+    Supports both absolute and relative paths.
+    Returns status messages for each folder creation attempt.
+    '''
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "folder_paths": {
+                "type": "array",
+                "items": {
+                    "type": "string"
+                },
+                "description": "List of folder paths to create"
+            }
+        },
+        "required": ["folder_paths"]
+    }
+
+    def execute(self, **kwargs) -> str:
+        folder_paths: List[str] = kwargs.get("folder_paths", [])
+        if not folder_paths:
+            return "No folder paths provided"
+
+        results = []
+        for path in folder_paths:
+            try:
+                # Normalize path
+                normalized_path = os.path.normpath(path)
+                absolute_path = os.path.abspath(normalized_path)
+                
+                # Validate path
+                if not all(c not in '<>:"|?*' for c in absolute_path):
+                    results.append(f"Invalid characters in path: {path}")
+                    continue
+
+                # Create directory
+                os.makedirs(absolute_path, exist_ok=True)
+                results.append(f"Successfully created folder: {path}")
+
+            except PermissionError:
+                results.append(f"Permission denied: Unable to create folder {path}")
+            except OSError as e:
+                results.append(f"Error creating folder {path}: {str(e)}")
+            except Exception as e:
+                results.append(f"Unexpected error creating folder {path}: {str(e)}")
+
+        return "\n".join(results)
\ No newline at end of file
diff --git a/tools/diffeditortool.py b/tools/diffeditortool.py
new file mode 100644
index 000000000..9ec5429a1
--- /dev/null
+++ b/tools/diffeditortool.py
@@ -0,0 +1,73 @@
+from tools.base import BaseTool
+import os
+from typing import Dict
+
+class DiffEditorTool(BaseTool):
+    name = "diffeditortool"
+    description = '''
+    Performs a precise replacement of a given text snippet in a specified file.
+    It takes the following inputs:
+    - path: The path to the target file.
+    - old_text: The exact substring that should be replaced.
+    - new_text: The new substring that replaces the old one.
+
+    The tool will:
+    1. Read the file contents.
+    2. Search for `old_text` within the file.
+    3. If found, replace the first occurrence of `old_text` with `new_text`.
+    4. Write the modified content back to the file.
+    5. Return a success message if successful, or indicate that the old_text was not found.
+    '''
+
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "path": {
+                "type": "string",
+                "description": "Path to the file to be edited."
+            },
+            "old_text": {
+                "type": "string",
+                "description": "Exact substring in the file to replace."
+            },
+            "new_text": {
+                "type": "string",
+                "description": "New substring that will replace old_text."
+            }
+        },
+        "required": ["path", "old_text", "new_text"]
+    }
+
+    def execute(self, **kwargs) -> str:
+        path = kwargs.get("path")
+        old_text = kwargs.get("old_text")
+        new_text = kwargs.get("new_text")
+
+        # Check if file exists
+        if not os.path.isfile(path):
+            return f"Error: File does not exist at path: {path}"
+
+        # Read the file content
+        try:
+            with open(path, 'r', encoding='utf-8') as f:
+                content = f.read()
+        except Exception as e:
+            return f"Error reading file {path}: {str(e)}"
+
+        # Locate the old_text in the file
+        index = content.find(old_text)
+        if index == -1:
+            return f"'{old_text}' not found in the file. No changes made."
+
+        # Replace the first occurrence of old_text with new_text
+        # Since find gave us the exact start, we can do a direct substring replacement:
+        new_content = content[:index] + new_text + content[index+len(old_text):]
+
+        # Write the updated content back to the file
+        try:
+            with open(path, 'w', encoding='utf-8') as f:
+                f.write(new_content)
+        except Exception as e:
+            return f"Error writing updated content to file {path}: {str(e)}"
+
+        return f"Successfully replaced '{old_text}' with '{new_text}' in {path}."
diff --git a/tools/duckduckgotool.py b/tools/duckduckgotool.py
new file mode 100644
index 000000000..9d01623ef
--- /dev/null
+++ b/tools/duckduckgotool.py
@@ -0,0 +1,62 @@
+from tools.base import BaseTool
+import requests
+from bs4 import BeautifulSoup
+from urllib.parse import quote_plus
+
+class DuckduckgoTool(BaseTool):
+    name = "duckduckgotool"
+    description = '''
+    Performs a search using DuckDuckGo and returns the top search results.
+    Returns titles, snippets, and URLs of the search results.
+    Use this tool when you need to search for current information on the internet.
+    '''
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "query": {
+                "type": "string",
+                "description": "The search query to look up"
+            },
+            "num_results": {
+                "type": "integer",
+                "description": "Number of results to return (default: 8)", 
+                "default": 8
+            }
+        },
+        "required": ["query"]
+    }
+
+    def execute(self, **kwargs) -> str:
+        query = kwargs.get("query")
+        num_results = kwargs.get("num_results", 8)
+
+        url = f"https://html.duckduckgo.com/html/?q={quote_plus(query)}"
+        headers = {
+            "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36"
+        }
+
+        try:
+            response = requests.get(url, headers=headers)
+            response.raise_for_status()
+            soup = BeautifulSoup(response.text, 'html.parser')
+            
+            results = []
+            for result in soup.select('.result')[:num_results]:
+                title_elem = result.select_one('.result__title')
+                snippet_elem = result.select_one('.result__snippet')
+                url_elem = result.select_one('.result__url')
+                
+                if title_elem and snippet_elem:
+                    title = title_elem.get_text(strip=True)
+                    snippet = snippet_elem.get_text(strip=True)
+                    url = url_elem.get('href') if url_elem else None
+                    
+                    results.append(f"Title: {title}\nSnippet: {snippet}\nURL: {url}\n")
+
+            if not results:
+                return "No results found."
+                
+            return "\n".join(results)
+
+        except requests.RequestException as e:
+            return f"Error performing search: {str(e)}"
\ No newline at end of file
diff --git a/tools/e2bcodetool.py b/tools/e2bcodetool.py
new file mode 100644
index 000000000..3a98a8a1d
--- /dev/null
+++ b/tools/e2bcodetool.py
@@ -0,0 +1,125 @@
+from tools.base import BaseTool
+from e2b_code_interpreter import Sandbox
+from dotenv import load_dotenv
+import os
+import time
+import json
+import base64
+
+class E2bCodeTool(BaseTool):
+    name = "e2bcodetool"
+    description = '''
+    Executes Python code in a sandboxed environment using e2b-code-interpreter.
+    Features:
+    - Execute Python code safely in isolation
+    - Upload files to sandbox
+    - Download files from sandbox
+    - Support for environment variables
+    Returns execution results including stdout, stderr, and file contents.
+    '''
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "code": {
+                "type": "string",
+                "description": "Python code to execute"
+            },
+            "env_vars": {
+                "type": "object",
+                "description": "Dictionary of environment variables",
+                "additionalProperties": {"type": "string"}
+            },
+            "upload_files": {
+                "type": "array",
+                "description": "List of files to upload to sandbox",
+                "items": {
+                    "type": "object",
+                    "properties": {
+                        "local_path": {"type": "string"},
+                        "sandbox_path": {"type": "string"},
+                        "content": {"type": "string"}
+                    },
+                    "required": ["sandbox_path", "content"]
+                }
+            },
+            "download_paths": {
+                "type": "array",
+                "description": "List of file paths to download from sandbox",
+                "items": {"type": "string"}
+            }
+        },
+        "required": ["code"]
+    }
+
+    def execute(self, **kwargs) -> str:
+        try:
+            load_dotenv()
+            
+            code = kwargs.get("code")
+            upload_files = kwargs.get("upload_files", [])
+            download_paths = kwargs.get("download_paths", [])
+            
+            # Create sandbox instance
+            sandbox = Sandbox()
+            
+            # Upload files if specified
+            uploaded_files = []
+            for file_spec in upload_files:
+                try:
+                    sandbox_path = file_spec["sandbox_path"]
+                    content = file_spec["content"]
+                    
+                    # Handle both text and base64 content
+                    if ";base64," in content:
+                        # Extract base64 data
+                        content = content.split(";base64,")[1]
+                        file_content = base64.b64decode(content)
+                    else:
+                        file_content = content.encode('utf-8')
+                        
+                    sandbox.files.write(sandbox_path, file_content)
+                    uploaded_files.append(sandbox_path)
+                except Exception as e:
+                    return json.dumps({
+                        "success": False,
+                        "error": f"Failed to upload file {sandbox_path}: {str(e)}",
+                        "stdout": "",
+                        "stderr": ""
+                    }, indent=2)
+
+            # Execute code
+            result = sandbox.run_code(code)
+            
+            # Download requested files
+            downloaded_files = {}
+            for file_path in download_paths:
+                try:
+                    content = sandbox.files.read(file_path)
+                    # Convert binary content to base64
+                    if isinstance(content, bytes):
+                        content = base64.b64encode(content).decode('utf-8')
+                        content = f"data:application/octet-stream;base64,{content}"
+                    downloaded_files[file_path] = content
+                except Exception as e:
+                    downloaded_files[file_path] = f"Error downloading: {str(e)}"
+            
+            response = {
+                "stdout": result.logs.stdout,
+                "stderr": result.logs.stderr,
+                "success": True,
+                "error": None,
+                "uploaded_files": uploaded_files,
+                "downloaded_files": downloaded_files
+            }
+            
+            return json.dumps(response, indent=2)
+            
+        except Exception as e:
+            return json.dumps({
+                "success": False,
+                "error": f"Tool execution failed: {str(e)}",
+                "stdout": "",
+                "stderr": "",
+                "uploaded_files": [],
+                "downloaded_files": {}
+            }, indent=2)
\ No newline at end of file
diff --git a/tools/filecontentreadertool.py b/tools/filecontentreadertool.py
new file mode 100644
index 000000000..1bcfda80e
--- /dev/null
+++ b/tools/filecontentreadertool.py
@@ -0,0 +1,137 @@
+from tools.base import BaseTool
+import os
+import json
+import mimetypes
+
+class FileContentReaderTool(BaseTool):
+    name = "filecontentreadertool"
+    description = '''
+    Reads content from multiple files and returns their contents.
+    Accepts a list of file paths and returns a dictionary with file paths as keys
+    and their content as values.
+    Handles file reading errors gracefully with built-in Python exceptions.
+    When given a directory, recursively reads all text files while skipping binaries and common ignore patterns.
+    '''
+    
+    # Files and directories to ignore
+    IGNORE_PATTERNS = {
+        # Hidden files and directories
+        '.git', '.svn', '.hg', '.DS_Store', '.env', '.idea', '.vscode', '.settings',
+        # Build directories
+        'node_modules', '__pycache__', 'build', 'dist', 'venv', 'env', 'bin', 'obj',
+        'target', 'out', 'Debug', 'Release', 'x64', 'x86', 'builds', 'coverage',
+        # Binary file extensions
+        '.pyc', '.pyo', '.so', '.dll', '.dylib', '.pdb', '.ilk', '.exp', '.map',
+        '.exe', '.bin', '.dat', '.db', '.sqlite', '.sqlite3', '.o', '.cache',
+        '.lib', '.a', '.sys', '.ko', '.obj', '.iso', '.msi', '.msp', '.msm',
+        '.img', '.dmg', '.class', '.jar', '.war', '.ear', '.aar', '.apk',
+        # Media files
+        '.jpg', '.jpeg', '.png', '.gif', '.bmp', '.tiff', '.psd', '.ai', '.eps',
+        '.mp3', '.mp4', '.avi', '.mov', '.wav', '.aac', '.m4a', '.wma', '.midi',
+        '.flv', '.mkv', '.wmv', '.m4v', '.webm', '.3gp', '.mpg', '.mpeg', '.m2v',
+        '.ogg', '.ogv', '.webp', '.heic', '.raw', '.svg', '.ico', '.icns',
+        # Archive files
+        '.zip', '.tar', '.gz', '.rar', '.7z', '.pkg', '.deb', '.rpm', '.snap',
+        '.bz2', '.xz', '.cab', '.iso', '.tgz', '.tbz2', '.lz', '.lzma', '.tlz',
+        # IDE and editor files
+        '.sln', '.suo', '.user', '.workspace', '.project', '.classpath', '.iml',
+        # Log and temp files
+        '.log', '.tmp', '.temp', '.swp', '.bak', '.old', '.orig', '.pid'
+    }
+
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "file_paths": {
+                "type": "array",
+                "items": {
+                    "type": "string"
+                },
+                "description": "List of file paths to read"
+            }
+        },
+        "required": ["file_paths"]
+    }
+
+    def _should_skip(self, path: str) -> bool:
+        """Determine if a file or directory should be skipped."""
+        name = os.path.basename(path)
+        ext = os.path.splitext(name)[1].lower()
+
+        # Skip if name or extension matches ignore patterns
+        if name in self.IGNORE_PATTERNS or ext in self.IGNORE_PATTERNS:
+            return True
+
+        # Skip hidden files/directories (starting with .)
+        if name.startswith('.'):
+            return True
+
+        # If it's a file, check if it's binary using mimetype
+        if os.path.isfile(path):
+            mime_type, _ = mimetypes.guess_type(path)
+            if mime_type and not mime_type.startswith('text/'):
+                return True
+
+        return False
+
+    def _read_file(self, file_path: str) -> str:
+        """Safely read a file and handle errors."""
+        try:
+            if not os.path.exists(file_path):
+                return "Error: File not found"
+
+            if self._should_skip(file_path):
+                return "Skipped: Binary or ignored file type"
+
+            with open(file_path, 'r', encoding='utf-8') as file:
+                return file.read()
+
+        except PermissionError:
+            return "Error: Permission denied"
+        except IsADirectoryError:
+            return "Error: Path is a directory"
+        except UnicodeDecodeError:
+            return "Error: Unable to decode file (likely binary)"
+        except Exception as e:
+            return f"Error: {str(e)}"
+
+    def _read_directory(self, dir_path: str) -> dict:
+        """Recursively read all files in a directory."""
+        results = {}
+
+        try:
+            for root, dirs, files in os.walk(dir_path):
+                # Filter out directories to skip
+                dirs[:] = [d for d in dirs if not self._should_skip(os.path.join(root, d))]
+
+                # Process files
+                for file in files:
+                    file_path = os.path.join(root, file)
+                    if not self._should_skip(file_path):
+                        content = self._read_file(file_path)
+                        results[file_path] = content
+
+        except Exception as e:
+            results[dir_path] = f"Error reading directory: {str(e)}"
+
+        return results
+
+    def execute(self, **kwargs) -> str:
+        file_paths = kwargs.get('file_paths', [])
+        results = {}
+
+        try:
+            for path in file_paths:
+                if os.path.isdir(path):
+                    # If it's a directory, read it recursively
+                    dir_results = self._read_directory(path)
+                    results.update(dir_results)
+                else:
+                    # If it's a file, read it directly
+                    content = self._read_file(path)
+                    results[path] = content
+
+            return json.dumps(results, indent=2)
+
+        except Exception as e:
+            return json.dumps({"error": str(e)}, indent=2)
\ No newline at end of file
diff --git a/tools/filecreatortool.py b/tools/filecreatortool.py
new file mode 100644
index 000000000..fe740e5c8
--- /dev/null
+++ b/tools/filecreatortool.py
@@ -0,0 +1,160 @@
+from tools.base import BaseTool
+import os
+import json
+from typing import Union, List, Dict
+from pathlib import Path
+
+class FileCreatorTool(BaseTool):
+    name = "filecreatortool"
+    description = '''
+    Creates new files with specified content.
+    
+    IMPORTANT: The input must follow this exact structure:
+    1. For a single file:
+       {
+           "files": {
+               "path": "path/to/file.txt",
+               "content": "file content here"
+           }
+       }
+    
+    2. For multiple files:
+       {
+           "files": [
+               {
+                   "path": "path/to/file1.txt",
+                   "content": "content for file 1"
+               },
+               {
+                   "path": "path/to/file2.txt",
+                   "content": "content for file 2"
+               }
+           ]
+       }
+    
+    Features:
+    - Creates parent directories automatically if they don't exist
+    - Supports both text and binary content
+    - Can create multiple files in one call
+    - Handles JSON content automatically
+    
+    Optional parameters:
+    - binary: boolean (default: false) - Set to true for binary files
+    - encoding: string (default: "utf-8") - Specify file encoding
+    
+    Example usage:
+    1. Create a Python file:
+       {
+           "files": {
+               "path": "test.py",
+               "content": "def hello():\\n    print('Hello, World!')"
+           }
+       }
+    
+    2. Create multiple files:
+       {
+           "files": [
+               {
+                   "path": "src/main.py",
+                   "content": "# Main file content"
+               },
+               {
+                   "path": "src/utils.py",
+                   "content": "# Utils file content"
+               }
+           ]
+       }
+    '''
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "files": {
+                "oneOf": [
+                    {
+                        "type": "object",
+                        "properties": {
+                            "path": {"type": "string"},
+                            "content": {"oneOf": [{"type": "string"}, {"type": "object"}]},
+                            "binary": {"type": "boolean", "default": False},
+                            "encoding": {"type": "string", "default": "utf-8"}
+                        },
+                        "required": ["path", "content"]
+                    },
+                    {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "path": {"type": "string"},
+                                "content": {"oneOf": [{"type": "string"}, {"type": "object"}]},
+                                "binary": {"type": "boolean", "default": False},
+                                "encoding": {"type": "string", "default": "utf-8"}
+                            },
+                            "required": ["path", "content"]
+                        }
+                    }
+                ]
+            }
+        },
+        "required": ["files"]
+    }
+
+    def execute(self, **kwargs) -> str:
+        """
+        Execute the file creation process.
+        
+        Args:
+            **kwargs: Must contain 'files' key with either a dict or list of dicts
+                     Each dict must have 'path' and 'content' keys
+        
+        Returns:
+            str: JSON string containing results of file creation operations
+        """
+        files = kwargs.get('files', [])
+        if isinstance(files, dict):
+            files = [files]
+
+        results = []
+        for file_spec in files:
+            try:
+                path = Path(file_spec['path'])
+                content = file_spec['content']
+                binary = file_spec.get('binary', False)
+                encoding = file_spec.get('encoding', 'utf-8')
+
+                # Create parent directories
+                path.parent.mkdir(parents=True, exist_ok=True)
+
+                # Handle content
+                if isinstance(content, dict):
+                    content = json.dumps(content, indent=2)
+
+                # Write file
+                mode = 'wb' if binary else 'w'
+                if binary:
+                    if isinstance(content, str):
+                        content = content.encode(encoding)
+                    with open(path, mode) as f:
+                        f.write(content)
+                else:
+                    with open(path, mode, encoding=encoding, newline='') as f:
+                        f.write(content)
+
+                results.append({
+                    'path': str(path),
+                    'success': True,
+                    'size': path.stat().st_size
+                })
+
+            except Exception as e:
+                results.append({
+                    'path': str(path) if 'path' in locals() else None,
+                    'success': False,
+                    'error': str(e)
+                })
+
+        return json.dumps({
+            'created_files': len([r for r in results if r['success']]),
+            'failed_files': len([r for r in results if not r['success']]),
+            'results': results
+        }, indent=2)
\ No newline at end of file
diff --git a/tools/fileedittool.py b/tools/fileedittool.py
new file mode 100644
index 000000000..069ff3cc7
--- /dev/null
+++ b/tools/fileedittool.py
@@ -0,0 +1,76 @@
+from tools.base import BaseTool
+import os
+import re
+
+class FileEditTool(BaseTool):
+    name = "fileedittool"
+    description = '''
+    A tool for editing file contents with support for:
+    - Full file content replacement
+    - Partial content editing by line numbers
+    - Pattern-based text search and replace
+    - Multiple file type support
+    - Error handling for file operations
+    '''
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "file_path": {"type": "string", "description": "Path to the file to edit"},
+            "edit_type": {"type": "string", "enum": ["full", "partial"], "description": "Type of edit operation"},
+            "new_content": {"type": "string", "description": "New content to write"},
+            "start_line": {"type": "integer", "description": "Starting line number for partial edits"},
+            "end_line": {"type": "integer", "description": "Ending line number for partial edits"},
+            "search_pattern": {"type": "string", "description": "Pattern to search for in partial edits"},
+            "replacement_text": {"type": "string", "description": "Text to replace matched patterns"}
+        },
+        "required": ["file_path", "edit_type", "new_content"]
+    }
+
+    def execute(self, **kwargs) -> str:
+        file_path = kwargs.get('file_path')
+        edit_type = kwargs.get('edit_type')
+        new_content = kwargs.get('new_content')
+        
+        try:
+            if not os.path.exists(file_path):
+                raise FileNotFoundError(f"File not found: {file_path}")
+
+            with open(file_path, 'r', encoding='utf-8') as file:
+                original_content = file.read()
+                lines = original_content.splitlines()
+
+            if edit_type == "full":
+                updated_content = new_content
+            else:
+                start_line = kwargs.get('start_line')
+                end_line = kwargs.get('end_line')
+                search_pattern = kwargs.get('search_pattern')
+                replacement_text = kwargs.get('replacement_text')
+
+                if start_line is not None and end_line is not None:
+                    updated_content = self._edit_by_lines(lines, start_line, end_line, new_content)
+                elif search_pattern and replacement_text:
+                    updated_content = self._find_and_replace(original_content, search_pattern, replacement_text)
+                else:
+                    raise ValueError("Invalid partial edit parameters")
+
+            with open(file_path, 'w', encoding='utf-8') as file:
+                file.write(updated_content)
+
+            return f"File successfully updated: {file_path}\n{updated_content}"
+
+        except Exception as e:
+            return f"Error editing file: {str(e)}"
+
+    def _edit_by_lines(self, lines: list, start_line: int, end_line: int, new_content: str) -> str:
+        if start_line < 1 or end_line > len(lines) or start_line > end_line:
+            raise ValueError("Invalid line numbers")
+
+        lines[start_line-1:end_line] = new_content.splitlines()
+        return '\n'.join(lines)
+
+    def _find_and_replace(self, content: str, pattern: str, replacement: str) -> str:
+        try:
+            return re.sub(pattern, replacement, content)
+        except re.error as e:
+            raise ValueError(f"Invalid regular expression pattern: {str(e)}")
\ No newline at end of file
diff --git a/tools/lintingtool.py b/tools/lintingtool.py
new file mode 100644
index 000000000..569ec55b0
--- /dev/null
+++ b/tools/lintingtool.py
@@ -0,0 +1,110 @@
+from tools.base import BaseTool
+import subprocess
+from typing import List
+import json
+
+class LintingTool(BaseTool):
+    name = "lintingtool"
+    description = '''
+    Runs the Ruff linter on the given Python files or directories to detect and fix coding style or syntax issues.
+    Supports configurable rule selection, automatic fixes, unsafe fixes, adding noqa directives, and watch mode.
+    Returns the linter output as a string.
+    '''
+
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "paths": {
+                "type": "array",
+                "items": {"type": "string"},
+                "description": "List of file or directory paths to lint. Defaults to current directory if none provided."
+            },
+            "fix": {
+                "type": "boolean",
+                "default": False,
+                "description": "Whether to automatically fix fixable issues."
+            },
+            "unsafe_fixes": {
+                "type": "boolean",
+                "default": False,
+                "description": "Enable unsafe fixes."
+            },
+            "add_noqa": {
+                "type": "boolean",
+                "default": False,
+                "description": "Add noqa directives to all lines with violations."
+            },
+            "select": {
+                "type": "array",
+                "items": {"type": "string"},
+                "description": "List of rule codes to exclusively enforce."
+            },
+            "extend_select": {
+                "type": "array",
+                "items": {"type": "string"},
+                "description": "List of additional rule codes to enforce alongside the default selection."
+            },
+            "watch": {
+                "type": "boolean",
+                "default": False,
+                "description": "Watch for file changes and re-run linting on change."
+            },
+            "exit_zero": {
+                "type": "boolean",
+                "default": False,
+                "description": "Exit with code 0 even if violations are found."
+            },
+            "exit_non_zero_on_fix": {
+                "type": "boolean",
+                "default": False,
+                "description": "Exit with non-zero even if all violations were fixed automatically."
+            }
+        },
+        "required": []
+    }
+
+    def execute(self, **kwargs) -> str:
+        paths = kwargs.get("paths", [])
+        fix = kwargs.get("fix", False)
+        unsafe_fixes = kwargs.get("unsafe_fixes", False)
+        add_noqa = kwargs.get("add_noqa", False)
+        select = kwargs.get("select", [])
+        extend_select = kwargs.get("extend_select", [])
+        watch = kwargs.get("watch", False)
+        exit_zero = kwargs.get("exit_zero", False)
+        exit_non_zero_on_fix = kwargs.get("exit_non_zero_on_fix", False)
+
+        cmd = ["uv", "run", "ruff", "check"]
+
+        if fix:
+            cmd.append("--fix")
+        if unsafe_fixes:
+            cmd.append("--unsafe-fixes")
+        if add_noqa:
+            cmd.append("--add-noqa")
+        if watch:
+            cmd.append("--watch")
+        if exit_zero:
+            cmd.append("--exit-zero")
+        if exit_non_zero_on_fix:
+            cmd.append("--exit-non-zero-on-fix")
+
+        for rule in select:
+            cmd.extend(["--select", rule])
+        for rule in extend_select:
+            cmd.extend(["--extend-select", rule])
+
+        if not paths:
+            paths = ["."]
+        cmd.extend(paths)
+
+        try:
+            result = subprocess.run(
+                cmd,
+                text=True,
+                capture_output=True,
+                check=False
+            )
+            return result.stdout + result.stderr
+        except Exception as e:
+            return f"Error running ruff check: {str(e)}"
diff --git a/tools/screenshottool.py b/tools/screenshottool.py
new file mode 100644
index 000000000..8f1aa9e0d
--- /dev/null
+++ b/tools/screenshottool.py
@@ -0,0 +1,80 @@
+from tools.base import BaseTool
+from typing import List, Dict, Any, Optional
+import base64
+import io
+import json  # Add this import
+
+try:
+    import pyautogui
+    from PIL import Image
+except ImportError as e:
+    # If pyautogui or PIL is missing, you may need to rely on the uvpackagemanager tool
+    # or instruct the user to install them. For now, just raise an error.
+    raise ImportError("The ScreenshotTool requires 'pyautogui' and 'Pillow' to be installed.")
+
+class ScreenshotTool(BaseTool):
+    name = "screenshottool"
+    description = '''
+    Captures a screenshot of the current screen and returns an image block ready to be sent to Claude.
+    Optionally, a specific region of the screen can be captured by providing coordinates.
+
+    Inputs:
+    - region (optional): A list of four integers [x, y, width, height] specifying the region of the screen to capture.
+      If omitted, captures the entire screen.
+
+    The output is a JSON-formatted string that can be included directly as part of the conversation content:
+    [
+      {
+        "type": "image",
+        "source": {
+          "type": "base64",
+          "media_type": "image/png",
+          "data": "<base64-encoded png>"
+        }
+      }
+    ]
+
+    This block can be inserted into the messages array sent to Claude via the Messages API.
+    '''
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "region": {
+                "type": "array",
+                "items": {"type": "integer"},
+                "description": "Optional region [x, y, width, height] to capture",
+                "minItems": 4,
+                "maxItems": 4
+            }
+        },
+        "required": []
+    }
+
+    def execute(self, **kwargs) -> Any:
+        region = kwargs.get("region", None)
+        if region is not None and len(region) != 4:
+            return "Invalid region specified. Must be a list of four integers: [x, y, width, height]."
+
+        try:
+            # Take screenshot (full screen or specified region)
+            screenshot: Image.Image = pyautogui.screenshot(region=region)
+
+            # Convert to base64
+            with io.BytesIO() as buffer:
+                screenshot.save(buffer, format="PNG")
+                encoded_data = base64.b64encode(buffer.getvalue()).decode("utf-8")
+
+            # Return the image block as a Python list/dict (not as JSON string)
+            return [
+                {
+                    "type": "image",
+                    "source": {
+                        "type": "base64",
+                        "media_type": "image/png",
+                        "data": encoded_data,
+                    }
+                }
+            ]
+
+        except Exception as e:
+            return f"Error capturing screenshot: {str(e)}"
diff --git a/tools/toolcreator.py b/tools/toolcreator.py
new file mode 100644
index 000000000..2d6ed37fb
--- /dev/null
+++ b/tools/toolcreator.py
@@ -0,0 +1,131 @@
+from tools.base import BaseTool
+from rich.console import Console
+from rich.panel import Panel
+from pathlib import Path
+import os
+from dotenv import load_dotenv
+import re
+import anthropic
+
+load_dotenv()
+
+class ToolCreatorTool(BaseTool):
+    name = "toolcreator"
+    description = '''
+    Creates a new tool based on a natural language description.
+    Use this when you need a new capability that isn't available in current tools.
+    The tool will be automatically generated and saved to the tools directory.
+    Returns the generated tool code and creation status.
+    '''
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "description": {
+                "type": "string",
+                "description": "Natural language description of what the tool should do"
+            }
+        },
+        "required": ["description"]
+    }
+
+    def __init__(self):
+        self.client = anthropic.Anthropic(api_key=os.getenv('ANTHROPIC_API_KEY'))
+        self.console = Console()
+        self.tools_dir = Path(__file__).parent.parent / "tools"  # Fixed path
+
+    def _sanitize_filename(self, name: str) -> str:
+        """Convert tool name to valid Python filename"""
+        return name + '.py'  # Keep exact name, just add .py
+
+    def _validate_tool_name(self, name: str) -> bool:
+        """Validate tool name matches required pattern"""
+        return bool(re.match(r'^[a-zA-Z0-9_-]{1,64}$', name))
+
+    def execute(self, **kwargs) -> str:
+        description = kwargs.get("description")
+
+        # Create exact same prompt as the original
+        prompt = f"""Create a Python tool class that follows our BaseTool interface. The tool should:
+
+1. {description}
+
+Important:
+- The filename MUST EXACTLY match the tool name used in the class
+- The name property MUST EXACTLY match the class name in lowercase
+- For example, if the class is `WeatherTool`, then:
+  - name property must be "weathertool"
+  - file must be weathertool.py
+
+Here's the required structure (including imports and format):
+
+```python
+from tools.base import BaseTool  # This import must be present
+import requests  # Add any other required imports
+
+class ToolName(BaseTool):  # Class name must match name property in uppercase first letter
+    name = "toolname"  # Must match class name in lowercase
+    description = '''
+    Detailed description here.
+    Multiple lines for clarity.
+    '''
+    input_schema = {{
+        "type": "object",
+        "properties": {{
+            # Required input parameters
+        }},
+        "required": []  # List required parameters
+    }}
+
+    def execute(self, **kwargs) -> str:
+        # Implementation here
+        pass
+```
+
+Generate the complete tool implementation following this exact structure.
+Return ONLY the Python code without any explanation or markdown formatting.
+"""
+
+        try:
+            # Get tool implementation from Claude with animation
+            response = self.client.messages.create(
+                model="claude-3-5-sonnet-20241022",
+                max_tokens=4000,
+                temperature=0,
+                messages=[
+                    {"role": "user", "content": prompt}
+                ]
+            )
+
+            tool_code = response.content[0].text.strip()
+
+            # Extract tool name from the generated code
+            name_match = re.search(r'name\s*=\s*["\']([a-zA-Z0-9_-]+)["\']', tool_code)
+            if not name_match:
+                return "Error: Could not extract tool name from generated code"
+
+            tool_name = name_match.group(1)
+            filename = self._sanitize_filename(tool_name)
+
+            # Ensure the tools directory exists
+            self.tools_dir.mkdir(exist_ok=True)
+
+            # Save tool to file
+            file_path = self.tools_dir / filename
+            with open(file_path, 'w') as f:
+                f.write(tool_code)
+
+            # Format the response using Panel like the original
+            result = f"""[bold green]✅ Tool created successfully![/bold green]
+Tool name: [cyan]{tool_name}[/cyan]
+File created: [cyan]{filename}[/cyan]
+
+[bold]Generated Tool Code:[/bold]
+{Panel(tool_code, border_style="green")}
+
+[bold green]✨ Tool is ready to use![/bold green]
+Type 'refresh' to load your new tool."""
+
+            return result
+
+        except Exception as e:
+            return f"[bold red]Error creating tool:[/bold red] {str(e)}"
diff --git a/tools/uvpackagemanager.py b/tools/uvpackagemanager.py
new file mode 100644
index 000000000..869b08a88
--- /dev/null
+++ b/tools/uvpackagemanager.py
@@ -0,0 +1,137 @@
+import logging
+import subprocess
+from typing import List, Optional
+
+from tools.base import BaseTool
+
+
+class UVPackageManager(BaseTool):
+    name = "uvpackagemanager"
+    description = '''
+    Comprehensive interface to the uv package manager providing package management,
+    project management, Python version management, tool management, and script support.
+    Supports all major platforms with pip compatibility.
+    '''
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "command": {
+                "type": "string",
+                "description": "Primary command (install, remove, update, init, venv, etc.)"
+            },
+            "packages": {
+                "type": "array",
+                "items": {"type": "string"},
+                "description": "List of packages to operate on"
+            },
+            "python_version": {
+                "type": "string",
+                "description": "Python version for operations that require it"
+            },
+            "project_path": {
+                "type": "string",
+                "description": "Path to project directory"
+            },
+            "requirements_file": {
+                "type": "string",
+                "description": "Path to requirements file"
+            },
+            "global_install": {
+                "type": "boolean",
+                "description": "Whether to install packages globally"
+            }
+        },
+        "required": ["command"]
+    }
+
+    def execute(self, **kwargs) -> str:
+        command = kwargs.get("command")
+        packages = kwargs.get("packages", [])
+        python_version = kwargs.get("python_version")
+        project_path = kwargs.get("project_path", ".")
+        requirements_file = kwargs.get("requirements_file")
+        global_install = kwargs.get("global_install", False)
+
+        try:
+            if command == "install":
+                return self._install_packages(packages, requirements_file, global_install)
+            elif command == "remove":
+                return self._remove_packages(packages)
+            elif command == "update":
+                return self._update_packages(packages)
+            elif command == "list":
+                return self._list_packages()
+            elif command == "init":
+                return self._init_project(project_path)
+            elif command == "venv":
+                return self._create_venv(project_path, python_version)
+            elif command == "python":
+                return self._manage_python(python_version)
+            elif command == "compile":
+                return self._compile_requirements()
+            elif command == "run":
+                return self._run_script(kwargs.get("script"), packages)
+            else:
+                return f"Unknown command: {command}"
+        except Exception as e:
+            logging.error(f"Error executing UV command: {e!s}")
+            return f"Error: {e!s}"
+
+    def _run_uv_command(self, args: List[str]) -> str:
+        try:
+            result = subprocess.run(
+                ["uv"] + args,
+                capture_output=True,
+                text=True,
+                check=True
+            )
+            return result.stdout
+        except subprocess.CalledProcessError as e:
+            raise Exception(f"UV command failed: {e.stderr}")
+
+    def _install_packages(self, packages: List[str], requirements_file: Optional[str], global_install: bool) -> str:
+        args = ["pip", "install"]
+        if global_install:
+            args.append("--global")
+        if requirements_file:
+            args.extend(["-r", requirements_file])
+        if packages:
+            args.extend(packages)
+        return self._run_uv_command(args)
+
+    def _remove_packages(self, packages: List[str]) -> str:
+        return self._run_uv_command(["pip", "uninstall", "-y"] + packages)
+
+    def _update_packages(self, packages: List[str]) -> str:
+        args = ["pip", "install", "--upgrade"]
+        if packages:
+            args.extend(packages)
+        return self._run_uv_command(args)
+
+    def _list_packages(self) -> str:
+        return self._run_uv_command(["pip", "list"])
+
+    def _init_project(self, project_path: str) -> str:
+        return self._run_uv_command(["init", project_path])
+
+    def _create_venv(self, path: str, python_version: Optional[str]) -> str:
+        args = ["venv"]
+        if python_version:
+            args.extend(["--python", python_version])
+        args.append(path)
+        return self._run_uv_command(args)
+
+    def _manage_python(self, version: Optional[str]) -> str:
+        if not version:
+            return self._run_uv_command(["python", "list"])
+        return self._run_uv_command(["python", "install", version])
+
+    def _compile_requirements(self) -> str:
+        return self._run_uv_command(["pip", "compile", "requirements.in"])
+
+    def _run_script(self, script: str, packages: List[str]) -> str:
+        args = ["run"]
+        if packages:
+            args.extend(["--with"] + packages)
+        args.extend(["--", "python", script])
+        return self._run_uv_command(args)
\ No newline at end of file
diff --git a/tools/webscrapertool.py b/tools/webscrapertool.py
new file mode 100644
index 000000000..c6979c5ed
--- /dev/null
+++ b/tools/webscrapertool.py
@@ -0,0 +1,124 @@
+from tools.base import BaseTool
+import requests
+from bs4 import BeautifulSoup, Comment
+import re
+
+class WebScraperTool(BaseTool):
+    name = "webscrapertool"
+    description = '''
+    An enhanced web scraper that fetches a web page, extracts and returns its main textual content,
+    along with the page title and meta description if available. It attempts to identify the main
+    article content more intelligently, remove navigational and advertising elements, and preserve
+    heading structure for context. Useful for obtaining cleaner, more relevant textual information.
+    '''
+
+    input_schema = {
+        "type": "object",
+        "properties": {
+            "url": {
+                "type": "string",
+                "description": "The URL of the webpage to scrape"
+            }
+        },
+        "required": ["url"]
+    }
+
+    def execute(self, **kwargs) -> str:
+        url = kwargs.get("url")
+
+        try:
+            headers = {
+                'User-Agent': ('Mozilla/5.0 (Windows NT 10.0; Win64; x64) '
+                               'AppleWebKit/537.36 (KHTML, like Gecko) '
+                               'Chrome/91.0.4472.124 Safari/537.36')
+            }
+            response = requests.get(url, headers=headers, timeout=10)
+            response.raise_for_status()
+
+            soup = BeautifulSoup(response.text, 'html.parser')
+
+            # Remove script, style, and other irrelevant elements
+            for elem in soup(["script", "style", "noscript", "iframe", "svg", "canvas", "object"]):
+                elem.decompose()
+
+            # Remove comments
+            for comment in soup.find_all(text=lambda text: isinstance(text, Comment)):
+                comment.extract()
+
+            # Identify main content container
+            main_container = (
+                soup.find('main') or
+                soup.find('article') or
+                soup.find(attrs={'id': re.compile(r'(main|content|article)', re.I)}) or
+                soup.find(attrs={'class': re.compile(r'(main|content|article)', re.I)})
+            )
+
+            # If no main-like container found, fallback to body or entire doc
+            if not main_container:
+                main_container = soup.find('body')
+            if not main_container:
+                main_container = soup
+
+            # Remove elements likely not part of main content
+            # including nav, footer, aside, forms, and common ad-based sections
+            for tag_name in ["nav", "footer", "aside", "form", "header"]:
+                for elem in main_container.find_all(tag_name):
+                    elem.decompose()
+
+            # Remove known ad or irrelevant containers by class or id hints
+            # E.g., "sidebar", "ad", "advertisement"
+            for elem in main_container.find_all(attrs={'class': re.compile(r'(sidebar|nav|menu|ad|advert)', re.I)}):
+                elem.decompose()
+            for elem in main_container.find_all(attrs={'id': re.compile(r'(sidebar|nav|menu|ad|advert)', re.I)}):
+                elem.decompose()
+
+            # Remove empty elements that are not headings or block-level content
+            for elem in main_container.find_all(lambda e: (e.name not in ['h1','h2','h3','h4','h5','h6','p','div','ul','ol','li','section','article','main'] and not e.get_text(strip=True))):
+                elem.decompose()
+
+            # Extract page title
+            title_elem = soup.find('title')
+            page_title = title_elem.get_text(strip=True) if title_elem else ''
+
+            # Extract meta description
+            meta_desc = ''
+            desc_tag = soup.find('meta', attrs={"name": "description"})
+            if desc_tag and desc_tag.get('content'):
+                meta_desc = desc_tag['content'].strip()
+
+            # Convert main content to text
+            # We'll use get_text with a separator to maintain some structure
+            # but we need to carefully handle headings.
+            # Let's extract text in a structured way:
+            # We'll join block-level elements with newlines, and strip excess whitespace.
+            block_elements = ['p','h1','h2','h3','h4','h5','h6','li','section','article','main','div']
+            text_chunks = []
+            for elem in main_container.find_all(block_elements):
+                # Get the text, strip whitespace
+                block_text = elem.get_text(" ", strip=True)
+                if block_text:
+                    text_chunks.append(block_text)
+
+            cleaned_text = "\n\n".join(text_chunks)
+
+            if not cleaned_text.strip():
+                # If no text found, return a default message
+                return "No readable content found on the webpage."
+
+            # Construct final output
+            output_parts = []
+            if page_title:
+                output_parts.append(f"Title: {page_title}")
+            if meta_desc:
+                output_parts.append(f"Description: {meta_desc}")
+            output_parts.append("Content:")
+            output_parts.append(cleaned_text)
+
+            final_output = "\n\n".join(output_parts)
+
+            return final_output
+
+        except requests.RequestException as e:
+            return f"Error scraping the webpage: {str(e)}"
+        except Exception as e:
+            return f"An unexpected error occurred: {str(e)}"
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