analysis/README.md

Analysis Directory

This directory contains tools and results for analyzing Audrey's writing style and comparing LLM completions.

Analysis Tools

Voice Analysis

• style_analysis.py - Analyzes writing patterns, vocabulary, and sentence structure
• character_voice.py - Compares character dialogue and personality consistency
• thematic_analysis.py - Identifies recurring themes and motifs

Comparison Tools

• completion_comparison.py - Compares different LLM completions
• authenticity_scorer.py - Scores completions based on voice authenticity
• plot_coherence.py - Analyzes story structure and flow

Analysis Results

Style Metrics

• Vocabulary diversity and frequency
• Sentence length and complexity
• Dialogue patterns
• Descriptive language usage
• Narrative pacing

Character Analysis

• Character voice consistency
• Personality trait analysis
• Relationship dynamics
• Character development patterns

Plot Analysis

• Story structure mapping
• Conflict resolution patterns
• Foreshadowing techniques
• World-building consistency

Output Files

• style_report.md - Comprehensive style analysis
• character_profiles.md - Detailed character analysis
• completion_scores.csv - Quantitative comparison of completions
• recommendations.md - Suggestions for improvement

Usage

Run analysis tools to evaluate LLM completions and provide feedback for improving authenticity and consistency with Audrey's original voice.