Create Psychological Evaluation System

[devin-ai-integration[bot]]

Psychological Evaluation System Implementation

Overview

Develop a sophisticated psychological evaluation framework that enables SQUID to assess content quality, evaluate engagement potential, analyze social impact, and model user interests based on psychological principles.

Objectives

1. Implement Content Quality Assessment

   • Design quality metric framework
   • Create content analysis pipeline
   • Implement credibility evaluation
   • Add context-aware scoring

2. Build Engagement Evaluation Pipeline

   • Design engagement metrics
   • Implement user resonance analysis
   • Create interaction potential scoring
   • Add temporal relevance assessment

3. Design Social Impact Analysis

   • Implement community value metrics
   • Create discussion quality evaluation
   • Design network effect analysis
   • Add ethical impact assessment

4. Add User Interest Modeling

   • Create interest profile system
   • Implement preference learning
   • Design interest evolution tracking
   • Add cross-context analysis

Technical Considerations

• Ensure ethical evaluation practices
• Implement bias detection and mitigation
• Consider cultural context sensitivity
• Add comprehensive logging
• Design for transparency

Acceptance Criteria

• [ ] Content quality assessment produces reliable scores
• [ ] Engagement evaluation accurately predicts potential
• [ ] Social impact analysis provides meaningful insights
• [ ] User interest modeling adapts to changing preferences
• [ ] System handles edge cases appropriately
• [ ] Documentation explains evaluation criteria
• [ ] Unit tests verify scoring mechanisms
• [ ] Integration tests validate full pipeline

Dependencies

• Context Memory Framework (#3)
• Language Processing Module (#2)

Estimated Timeline

Complex system requiring careful implementation and validation. Expected timeline: 3-4 weeks for initial implementation, plus 2 weeks for testing and refinement.

Notes

• Begin with basic evaluation metrics
• Focus on ethical considerations
• Document all psychological frameworks used
• Consider cultural biases and adjustments
• Implement thorough validation checks
• Plan for regular metric refinement

[devin-ai-integration[bot]]

Closing this issue as it was created in error. The psychological evaluation system is not part of this project's scope. The project focuses on generic computer use with MOLMO for visual coordination and LLM for decision making.