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The Autonomous Curation Agency represents the first of its kind: a fully autonomous talent representation system that provides comprehensive event optimization services from planning through post-production. Built using advanced proxy patterns and on-chain iteration systems, it offers creators professional-grade optimization services without traditional agency overhead.

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Agency Overview

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Service Philosophy

The Curation Agency operates on three core principles:
  1. Creator sovereignty: Artists maintain full control and ownership
  2. Transparent optimization: All suggestions and changes are visible and reversible
  3. Economic alignment: Agency success tied directly to creator success
Key Innovation: Unlike traditional agencies that take ongoing percentages, the Curation Agency charges only for specific optimization services (3-4% fee) and allows creators to accept or reject all suggestions.

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Curation Scopes

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1. Planner Scope (3% fee)

Services Provided:
  • Enhanced event descriptions with engagement optimization
  • Optimal scheduling recommendations based on audience data
  • Reserve price optimization for maximum community participation
  • Custom banner generation using AI art tools
Technical Implementation: 
// Planner agent workflow
async function generatePlannerOptimizations(eventData: EventData) {
  const optimizations = {
    description: await optimizeDescription(eventData),
    schedule: await analyzeOptimalTiming(eventData),
    pricing: await calculateOptimalPricing(eventData),
    banner: await generateCustomBanner(eventData)
  }
  
  return createIterationPlan(optimizations)
}

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2. Promoter Scope (3% fee)

Services Provided:
  • Comprehensive promotional campaign development
  • Social media content creation and scheduling
  • Cross-platform promotion (Twitter, Instagram, TikTok, Farcaster)
  • Community building and audience development strategies
Campaign Architecture:

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3. Producer Scope (4% fee)

Services Provided:
  • No-compression video storage for maximum quality preservation
  • AI-powered video enhancement and post-processing
  • Comprehensive event highlight reels and documentation
  • Professional-grade metadata compilation and presentation
Production Pipeline:
  • Raw storage: Uncompressed video preservation
  • Enhancement: AI upscaling, noise reduction, color correction
  • Documentation: Automated highlight generation
  • Distribution: Multi-format optimization for different platforms

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Technical Architecture

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Proxy Pattern Implementation

The curation system uses a sophisticated proxy pattern for efficient agent coordination:

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Economic Model

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Fee Structure

Transparent Pricing:
  • Planner: 3% of total event revenue
  • Promoter: 7% of total event revenue
  • Producer: 10% of total event revenue
  • Combined: Maximum 10% total fee across all services
Revenue Distribution (with full curation):
  • Creator: 70% of gross revenue
  • Platform: 20% of gross revenue
  • Curation Services: 10% of gross revenue

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Value Proposition

Creator Benefits:
  • Professional optimization without upfront costs
  • Performance-based pricing aligned with success
  • Full creative control with selective implementation
  • Transparent process with visible iteration history

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Future Development

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Expanded Services

Additional Scope Options:
  • Collaboration Facilitation: Connect creators for joint events
  • Merchandise Integration: NFT and physical product optimization
  • Community Management: Long-term audience relationship building

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Getting Started

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Service Selection

  1. Create your event using the standard Factory process
  2. Review curation suggestions automatically generated for your event
  3. Select optimization scopes based on your needs and budget
  4. Review and refine suggested improvements iteratively
  5. Accept final optimizations and launch enhanced event

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Best Practices

Maximizing Value:
  • Start early: Begin curation process 1-2 weeks before event
  • Be specific: Provide detailed feedback for better refinements
  • Stay engaged: Monitor suggestions and provide prompt responses
  • Measure results: Track improvements for future optimization
  • Factory - How to create events that can be curated
  • Performance Types - Category-specific optimization strategies
  • Contracts - Technical implementation of proxy patterns