feat: Add intelligent auto-router and enhanced integrations

- Add intelligent-router.sh hook for automatic agent routing - Add AUTO-TRIGGER-SUMMARY.md documentation - Add FINAL-INTEGRATION-SUMMARY.md documentation - Complete Prometheus integration (6 commands + 4 tools) - Complete Dexto integration (12 commands + 5 tools) - Enhanced Ralph with access to all agents - Fix /clawd command (removed disable-model-invocation) - Update hooks.json to v5 with intelligent routing - 291 total skills now available - All 21 commands with automatic routing 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
2026-01-28 00:27:56 +04:00
parent 3b128ba3bd
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--- a/dexto/agents/image-editor-agent/Lenna.webp
+++ b/dexto/agents/image-editor-agent/Lenna.webp
--- a/dexto/agents/image-editor-agent/README.md
+++ b/dexto/agents/image-editor-agent/README.md
@@ -0,0 +1,435 @@
+# Image Editor Agent
+
+A comprehensive AI agent for image editing and processing using the [Image Editor MCP Server](https://github.com/truffle-ai/mcp-servers/tree/main/src/image-editor).
+
+This agent provides a complete suite of image manipulation tools through a Python-based MCP server built with OpenCV and Pillow.
+
+## Features
+
+### 🖼️ **Viewing & Preview**
+- **Image Preview**: Get base64 previews for display in chat interfaces
+- **System Viewer**: Open images in the system's default image viewer
+- **Image Details**: Show detailed information in a user-friendly format
+- **Thumbnail Generation**: Create quick thumbnail versions
+- **Image Comparison**: Compare two images and highlight differences
+- **Detailed Analysis**: Comprehensive image statistics and color analysis
+
+### ✂️ **Basic Operations**
+- **Resize**: Resize images with aspect ratio preservation
+- **Crop**: Crop images to specified dimensions
+- **Format Conversion**: Convert between JPG, PNG, WebP, BMP, TIFF
+
+### 🎨 **Filters & Effects**
+- **Basic**: Blur, sharpen, grayscale, invert
+- **Artistic**: Sepia, vintage, cartoon, sketch
+- **Detection**: Edge detection, emboss
+
+### ⚙️ **Adjustments**
+- **Brightness & Contrast**: Fine-tune image appearance
+- **Color Analysis**: Detailed color statistics and histograms
+
+### 📝 **Drawing & Annotations**
+- **Basic Shapes**: Draw rectangles, circles, lines, and arrows
+- **Text Overlay**: Add text with customizable font, size, color, and position
+- **Annotations**: Add text with background for better visibility
+- **Shape Properties**: Control thickness, fill, and positioning
+
+### 🔍 **Computer Vision**
+- **Object Detection**: Detect faces, edges, contours, circles, lines
+- **Image Analysis**: Detailed statistics, color analysis, histogram data
+
+### 🎯 **Advanced Features**
+- **Collage Creation**: Create collages with multiple layout types and templates
+- **Batch Processing**: Process multiple images with the same operation
+- **Filter Discovery**: List all available filters and effects
+- **Template System**: Predefined layouts for professional collages
+
+## Quick Start
+
+### Prerequisites
+- **Node.js 20+**: For the Dexto framework
+- **Python 3.10+**: Automatically managed by the MCP server
+
+### Installation
+
+1. **Run the Agent**:
+   ```bash
+   # From the dexto project root
+   dexto --agent agents/image-editor-agent/image-editor-agent.yml
+   ```
+
+That's it! The MCP server will be automatically downloaded and installed via `uvx` on first run.
+
+## Configuration
+
+The agent is configured to use the published MCP server:
+
+```yaml
+mcpServers:
+  image_editor:
+    type: stdio
+    command: uvx
+    args:
+      - truffle-ai-image-editor-mcp
+    connectionMode: strict
+```
+
+## MCP Server
+
+This agent uses the **Image Editor MCP Server**, which is maintained separately at:
+
+**🔗 [https://github.com/truffle-ai/mcp-servers/tree/main/src/image-editor](https://github.com/truffle-ai/mcp-servers/tree/main/src/image-editor)**
+
+The MCP server repository provides:
+- Complete technical documentation
+- Development and contribution guidelines  
+- Server implementation details
+- Advanced configuration options
+
+## Available Tools
+
+### Viewing & Preview Tools
+
+#### `preview_image`
+Get a base64 preview of an image for display in chat interfaces.
+
+**Parameters:**
+- `filePath` (string): Path to the image file
+- `maxSize` (integer, optional): Maximum size for preview (default: 800)
+
+#### `open_image_viewer`
+Open an image in the system's default image viewer.
+
+**Parameters:**
+- `filePath` (string): Path to the image file
+
+#### `show_image_details`
+Display detailed information about an image in a user-friendly format.
+
+**Parameters:**
+- `filePath` (string): Path to the image file
+
+#### `create_thumbnail`
+Create a thumbnail version of an image for quick preview.
+
+**Parameters:**
+- `filePath` (string): Path to the image file
+- `size` (integer, optional): Thumbnail size (default: 150)
+- `outputPath` (string, optional): Path for the output thumbnail
+
+#### `compare_images`
+Compare two images and show differences.
+
+**Parameters:**
+- `image1Path` (string): Path to the first image
+- `image2Path` (string): Path to the second image
+
+### Basic Image Operations
+
+#### `get_image_info`
+Get detailed information about an image file.
+
+**Parameters:**
+- `filePath` (string): Path to the image file to analyze
+
+#### `resize_image`
+Resize an image to specified dimensions.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+- `outputPath` (string, optional): Path for the output image
+- `width` (integer, optional): Target width in pixels
+- `height` (integer, optional): Target height in pixels
+- `maintainAspectRatio` (boolean, optional): Whether to maintain aspect ratio (default: true)
+- `quality` (integer, optional): Output quality 1-100 (default: 90)
+
+#### `crop_image`
+Crop an image to specified dimensions.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+- `outputPath` (string, optional): Path for the output image
+- `x` (integer): Starting X coordinate for cropping
+- `y` (integer): Starting Y coordinate for cropping
+- `width` (integer): Width of the crop area
+- `height` (integer): Height of the crop area
+
+#### `convert_format`
+Convert an image to a different format.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+- `outputPath` (string, optional): Path for the output image
+- `format` (string): Target format (jpg, jpeg, png, webp, bmp, tiff)
+- `quality` (integer, optional): Output quality 1-100 for lossy formats (default: 90)
+
+### Filters & Effects
+
+#### `apply_filter`
+Apply various filters and effects to an image.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+- `outputPath` (string, optional): Path for the output image
+- `filter` (string): Type of filter (blur, sharpen, grayscale, sepia, invert, edge_detection, emboss, vintage, cartoon, sketch)
+- `intensity` (number, optional): Filter intensity 0.1-5.0 (default: 1.0)
+
+#### `list_available_filters`
+List all available image filters and effects.
+
+**Parameters:** None
+
+### Adjustments
+
+#### `adjust_brightness_contrast`
+Adjust brightness and contrast of an image.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+- `outputPath` (string, optional): Path for the output image
+- `brightness` (number, optional): Brightness adjustment -100 to 100 (default: 0)
+- `contrast` (number, optional): Contrast multiplier 0.1 to 3.0 (default: 1.0)
+
+### Drawing & Annotations
+
+#### `draw_rectangle`
+Draw a rectangle on an image.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+- `outputPath` (string, optional): Path for the output image
+- `x` (integer): X coordinate of top-left corner
+- `y` (integer): Y coordinate of top-left corner
+- `width` (integer): Width of the rectangle
+- `height` (integer): Height of the rectangle
+- `color` (string, optional): Color in hex format (default: "#FF0000")
+- `thickness` (integer, optional): Line thickness (default: 3)
+- `filled` (boolean, optional): Whether to fill the rectangle (default: false)
+
+#### `draw_circle`
+Draw a circle on an image.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+- `outputPath` (string, optional): Path for the output image
+- `centerX` (integer): X coordinate of circle center
+- `centerY` (integer): Y coordinate of circle center
+- `radius` (integer): Radius of the circle
+- `color` (string, optional): Color in hex format (default: "#00FF00")
+- `thickness` (integer, optional): Line thickness (default: 3)
+- `filled` (boolean, optional): Whether to fill the circle (default: false)
+
+#### `draw_line`
+Draw a line on an image.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+- `outputPath` (string, optional): Path for the output image
+- `startX` (integer): X coordinate of line start
+- `startY` (integer): Y coordinate of line start
+- `endX` (integer): X coordinate of line end
+- `endY` (integer): Y coordinate of line end
+- `color` (string, optional): Color in hex format (default: "#0000FF")
+- `thickness` (integer, optional): Line thickness (default: 2)
+
+#### `draw_arrow`
+Draw an arrow on an image.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+- `outputPath` (string, optional): Path for the output image
+- `startX` (integer): X coordinate of arrow start
+- `startY` (integer): Y coordinate of arrow start
+- `endX` (integer): X coordinate of arrow end
+- `endY` (integer): Y coordinate of arrow end
+- `color` (string, optional): Color in hex format (default: "#FF00FF")
+- `thickness` (integer, optional): Line thickness (default: 2)
+- `tipLength` (number, optional): Arrow tip length as fraction of line (default: 0.3)
+
+#### `add_text_to_image`
+Add text overlay to an image.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+- `outputPath` (string, optional): Path for the output image
+- `text` (string): Text to add to the image
+- `x` (integer): X coordinate for text placement
+- `y` (integer): Y coordinate for text placement
+- `fontSize` (integer, optional): Font size in pixels (default: 30)
+- `color` (string, optional): Text color in hex format (default: "#FFFFFF")
+
+#### `add_annotation`
+Add an annotation with background to an image.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+- `outputPath` (string, optional): Path for the output image
+- `text` (string): Text to add to the image
+- `x` (integer): X coordinate for text placement
+- `y` (integer): Y coordinate for text placement
+- `fontSize` (integer, optional): Font size in pixels (default: 20)
+- `textColor` (string, optional): Text color in hex format (default: "#FFFFFF")
+- `backgroundColor` (string, optional): Background color in hex format (default: "#000000")
+- `padding` (integer, optional): Padding around text (default: 5)
+
+### Computer Vision
+
+#### `detect_objects`
+Detect objects in an image using OpenCV.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+- `detectionType` (string): Type of detection (faces, edges, contours, circles, lines)
+
+#### `analyze_image`
+Analyze image statistics and properties.
+
+**Parameters:**
+- `inputPath` (string): Path to the input image file
+
+### Advanced Features
+
+#### `create_collage`
+Create a collage from multiple images with various layout options.
+
+**Parameters:**
+- `imagePaths` (array): List of image file paths
+- `layout` (string, optional): Layout type (grid, horizontal, vertical, mosaic, random, custom) (default: grid)
+- `outputPath` (string, optional): Path for the output collage
+- `maxWidth` (integer, optional): Maximum width for individual images (default: 1200)
+- `spacing` (integer, optional): Spacing between images (default: 10)
+- `canvasWidth` (integer, optional): Custom canvas width for mosaic/random/custom layouts
+- `canvasHeight` (integer, optional): Custom canvas height for mosaic/random/custom layouts
+- `backgroundColor` (string, optional): Background color in hex format (default: "#FFFFFF")
+- `customPositions` (array, optional): List of {x, y} coordinates for custom layout
+- `randomSeed` (integer, optional): Seed for reproducible random layouts
+
+#### `create_collage_template`
+Create a collage using predefined templates.
+
+**Parameters:**
+- `imagePaths` (array): List of image file paths
+- `template` (string, optional): Template type (photo_wall, storyboard, featured, instagram_grid, polaroid) (default: photo_wall)
+- `outputPath` (string, optional): Path for the output collage
+- `maxWidth` (integer, optional): Maximum canvas width (default: 1200)
+- `backgroundColor` (string, optional): Background color in hex format (default: "#FFFFFF")
+
+#### `list_collage_templates`
+List all available collage templates and layouts.
+
+**Parameters:** None
+
+#### `batch_process`
+Process multiple images with the same operation.
+
+**Parameters:**
+- `inputPaths` (array): List of input image paths
+- `operation` (string): Operation type (resize, filter, brightness_contrast, convert)
+- `outputDirectory` (string, optional): Output directory for processed images
+- Additional parameters depend on the operation type
+
+## Supported Image Formats
+
+- **JPEG/JPG**: Lossy compression, good for photos
+- **PNG**: Lossless compression, good for graphics with transparency
+- **WebP**: Modern format with good compression
+- **BMP**: Uncompressed bitmap format
+- **TIFF**: High-quality format for professional use
+
+## Dependencies
+
+- **OpenCV**: Computer vision operations and image processing
+- **Pillow**: Image manipulation and text rendering
+- **NumPy**: Numerical operations
+- **MCP**: Model Context Protocol server implementation
+
+## Example Usage
+
+### Basic Image Operations
+```
+"Resize the image at /path/to/image.jpg to 800x600 pixels"
+"Crop the image to show only the top-left quarter"
+"Convert the image to PNG format"
+```
+
+### Interactive Viewing
+```
+"Show me a preview of the image"
+"Open this image in the system viewer"
+"Display detailed information about the image"
+```
+
+### Filters and Effects
+```
+"Apply a vintage filter to the image"
+"Create a cartoon effect on the image"
+"Apply edge detection to find contours"
+```
+
+### Analysis and Detection
+```
+"Analyze the color statistics of the image"
+"Detect faces in the image"
+"Compare two images and show differences"
+```
+
+### Drawing and Annotations
+```
+"Draw a red rectangle around the face in the image"
+"Add a circle to highlight the center point"
+"Draw an arrow pointing to the important feature"
+"Add an annotation saying 'Face detected' with a black background"
+"Draw a line connecting two points in the image"
+```
+
+### Advanced Features
+```
+"Create a mosaic collage from these images"
+"Create a featured layout collage with one large image"
+"Create an Instagram grid from 9 photos"
+"Create a custom collage with specific positions"
+"List all available collage templates"
+"Batch process all images in the folder to apply a blur filter"
+"Show me a preview of the image"
+```
+
+## Troubleshooting
+
+### Common Issues
+
+1. **OpenCV Installation**: If you encounter issues with OpenCV, ensure you have the required system dependencies:
+   ```bash
+   # macOS
+   brew install opencv
+   
+   # Ubuntu/Debian
+   sudo apt-get install libopencv-dev
+   ```
+
+2. **Font Issues**: If text rendering fails, the server will fall back to the default font.
+
+3. **Memory Issues**: For large images, consider resizing before processing to avoid memory constraints.
+
+4. **Path Issues**: Ensure all file paths are absolute or correctly relative to the working directory.
+
+## Troubleshooting
+
+### Common Issues
+
+1. **Server Installation**: The MCP server will be automatically installed via `uvx` on first run. No manual setup required.
+
+2. **OpenCV Installation**: The server includes OpenCV installation - this may take a moment on first run due to the large download (35MB+).
+
+3. **Memory Issues**: For large images, consider resizing before processing to avoid memory constraints.
+
+4. **Path Issues**: Ensure all file paths are absolute or correctly relative to the working directory.
+
+## Getting Help
+
+- **MCP Server Issues**: Report at the [mcp-servers repository](https://github.com/truffle-ai/mcp-servers/issues)
+- **Agent Configuration**: Report at the main Dexto repository
+- **Feature Requests**: Use the mcp-servers repository for tool-related requests
+
+## License
+
+This project is part of the Dexto AI agent framework. 
--- a/dexto/agents/image-editor-agent/image-editor-agent.yml
+++ b/dexto/agents/image-editor-agent/image-editor-agent.yml
@@ -0,0 +1,52 @@
+# Dexto Agent Configuration for Python Image Editor MCP Server
+# Generated on 2025-07-18T19:30:00.000Z
+
+# Optional greeting shown at chat start (UI can consume this)
+greeting: "🎨 Hello! I'm your Image Editor. What image shall we create or edit today?"
+
+systemPrompt: |
+  You are an AI assistant specialized in image editing and processing. You have access to a comprehensive set of tools for manipulating images including:
+  
+  - **Basic Operations**: Resize, crop, convert formats
+  - **Filters & Effects**: Blur, sharpen, grayscale, sepia, invert, edge detection, emboss, vintage
+  - **Adjustments**: Brightness, contrast, color adjustments
+  - **Text & Overlays**: Add text to images with customizable fonts and colors
+  - **Computer Vision**: Face detection, edge detection, contour analysis, circle detection, line detection
+  - **Analysis**: Detailed image statistics, color analysis, histogram data
+  
+  When working with images:
+  1. Always validate that the input image exists and is in a supported format
+  2. Provide clear feedback about what operations you're performing
+  3. Save processed images with descriptive names
+  4. Include image information (dimensions, file size, format) in your responses
+  5. Suggest additional enhancements when appropriate
+  
+  Supported image formats: JPG, JPEG, PNG, BMP, TIFF, WebP
+
+mcpServers:
+  image_editor:
+    type: stdio
+    command: uvx
+    args:
+      - truffle-ai-image-editor-mcp
+    connectionMode: strict
+
+toolConfirmation:
+  mode: "auto-approve"
+  allowedToolsStorage: "memory"
+
+llm:
+  provider: openai
+  model: gpt-5-mini
+  apiKey: $OPENAI_API_KEY
+
+storage:
+  cache:
+    type: in-memory
+  database:
+    type: sqlite
+  blob:
+    type: local  # CLI provides storePath automatically
+    maxBlobSize: 52428800     # 50MB per blob
+    maxTotalSize: 1073741824  # 1GB total storage
+    cleanupAfterDays: 30