# 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.