Marketplace Presets

CoAI.Dev's Marketplace Presets system provides a powerful way to create, manage, and share pre-configured AI conversation scenarios. This feature combines the model marketplace with a comprehensive preset system, offering users rich AI model choices and ready-to-use conversation templates for various use cases.

Overview

The preset marketplace offers:

• 🎯 Custom Presets: Create and save personalized conversation templates
• ☁️ Cloud Synchronization: Automatic sync across devices and sessions
• 🏢 System Presets: Admin-managed, high-quality preset library
• 📂 Smart Categorization: Organized presets by topic, industry, and use case
• 🔄 Clone and Customize: Easy preset duplication and modification
• 🔍 Advanced Search: Powerful search with keywords, tags, and filters
• 👥 Community Sharing: Share presets within teams or publicly

Preset Features

User-Created Presets

{
  "preset_structure": {
    "metadata": {
      "name": "Marketing Copy Assistant",
      "description": "AI assistant specialized in creating marketing content",
      "avatar": "📢",
      "tags": ["marketing", "copywriting", "business"],
      "category": "business"
    },
    "configuration": {
      "model_preferences": ["gpt-4", "claude-3"],
      "temperature": 0.7,
      "max_tokens": 1000,
      "system_prompt": "You are an expert marketing copywriter..."
    },
    "context": [
      {
        "role": "system",
        "content": "System instructions and behavior guidelines"
      },
      {
        "role": "user", 
        "content": "Example user input"
      },
      {
        "role": "assistant",
        "content": "Example AI response"
      }
    ]
  }
}

System Presets

Built-in high-quality presets covering diverse use cases:

Included System Presets (40+ professional templates):

{
  "name": "Business Analyst",
  "avatar": "💼",
  "description": "Expert in business analysis, data interpretation, and strategic insights",
  "context": [
    {
      "role": "system",
      "content": "You are a senior business analyst with 10+ years of experience. Provide data-driven insights, identify trends, and offer strategic recommendations. Use business terminology and present findings in a clear, actionable format."
    },
    {
      "role": "user",
      "content": "I need help analyzing business performance and market trends."
    }
  ],
  "tags": ["business", "analysis", "strategy", "data"],
  "category": "professional"
}

Preset Management

Creating Custom Presets

System Preset Configuration

Admin Management Interface:

For administrators who need to customize system presets, the configuration is stored in the source code at ~/app/src/masks/prompts.ts.

Preset Data Structure:

interface SystemPreset {
  avatar: string;        // Emoji unicode (e.g., "1f9d0")
  name: string;          // Display name
  context: Message[];    // Conversation context
  lang: string;          // Language code (e.g., "en", "cn")
  builtin: boolean;      // System preset flag
  description: string;   // Preset description
  tags: string[];        // Search tags
}
 
interface Message {
  role: "system" | "user" | "assistant";
  content: string;
}

Example System Preset:

{
  avatar: "1f9d0",
  name: "Data Scientist",
  context: [
    {
      role: "system",
      content: "You are an expert data scientist with deep knowledge in statistics, machine learning, and data analysis. Provide clear explanations of complex concepts, suggest appropriate methodologies, and help with data interpretation. Use proper statistical terminology and provide code examples when helpful."
    },
    {
      role: "user",
      content: "I need help with data analysis and machine learning projects."
    }
  ],
  lang: "en",
  builtin: true,
  description: "Expert data scientist for statistical analysis, machine learning, and data interpretation",
  tags: ["data science", "statistics", "machine learning", "analysis"]
}

Preset Categories and Organization:

Advanced Features

Dynamic Preset Enhancement

Adaptive Learning:

{
  "adaptive_features": {
    "usage_analytics": true,
    "response_quality_tracking": true,
    "automatic_improvements": false,
    "user_feedback_integration": true,
    "performance_optimization": true
  }
}

Smart Suggestions:

• Context-aware preset recommendations
• Usage pattern analysis for optimization
• Popular preset discovery
• Seasonal and trending preset suggestions

API Integration

Preset Management API:

# Get user presets
GET /api/presets/user/{user_id}
 
# Create new preset
POST /api/presets
{
  "name": "Custom Assistant",
  "description": "Specialized AI assistant",
  "context": [...],
  "tags": ["custom", "assistant"],
  "public": false
}
 
# Clone existing preset
POST /api/presets/{preset_id}/clone
{
  "modifications": {
    "name": "Modified Assistant",
    "context_additions": [...]
  }
}
 
# Search presets
GET /api/presets/search?q=marketing&category=business&tags=strategy

Enterprise Features

Advanced Preset Management:

• Preset Templates: Standardized templates for consistent preset creation
• Approval Workflows: Review and approval process for shared presets
• Usage Governance: Policies and compliance for preset usage
• Custom Branding: Organization-specific preset styling and branding
• Integration APIs: Connect presets with external systems and workflows

Enterprise Configuration:

{
  "enterprise_settings": {
    "approval_required": true,
    "custom_branding": true,
    "usage_analytics": "detailed",
    "compliance_tracking": true,
    "api_access": "full",
    "custom_categories": true
  }
}

Best Practices

Preset Design Guidelines

Effective Preset Creation:

• Clear Purpose: Define specific use cases and scenarios
• Detailed Instructions: Provide comprehensive system prompts
• Example Interactions: Include sample conversations for context
• Appropriate Tone: Match tone and style to the intended use case
• Regular Testing: Validate preset performance across different scenarios

Quality Standards:

{
  "quality_guidelines": {
    "system_prompt_length": "300-1000_characters",
    "example_interactions": "2-5_examples",
    "description_clarity": "clear_and_specific",
    "tag_relevance": "accurate_and_searchable",
    "testing_requirements": "multiple_scenarios"
  }
}

Performance Optimization

Preset Efficiency:

• Optimize system prompts for clarity and conciseness
• Use appropriate model selection for different preset types
• Implement caching for frequently used presets
• Monitor preset performance and user satisfaction
• Regular updates based on user feedback and usage analytics

Security and Privacy

Preset Security:

• Content Moderation: Automated scanning for inappropriate content
• Access Controls: Granular permissions for preset sharing
• Data Privacy: Protection of user-generated preset content
• Audit Trails: Logging of preset creation, modification, and usage
• Compliance: Adherence to organizational policies and regulations

Troubleshooting

Common Issues

Performance Issues

Slow Preset Loading:

• Optimize preset size and complexity
• Implement local caching for frequently used presets
• Use CDN for preset asset delivery
• Monitor network performance and connectivity
• Consider preset compression for large templates

The Marketplace Presets system transforms CoAI.Dev into a versatile platform with specialized AI assistants for every use case. Continue with Custom Models to learn about private model integration, or explore API Integration for programmatic access.