---
description: Generate story statistics and structural analysis
allowed-tools: Write(40 - Generated/Analysis/story-statistics.md)
---
You are performing comprehensive statistical analysis of the Universalis story structure, character usage, pacing, and narrative elements.

## Objectives:

1. **Quantitative story analysis** - word counts, scene distribution, character frequency
2. **Structural assessment** - pacing, POV distribution, chapter balance
3. **Character usage metrics** - screen time, dialogue distribution, development tracking
4. **Plot thread analysis** - plotline status, resolution tracking, complexity metrics
5. **Writing progress tracking** - completion status, revision needs

## Analysis Categories:

### 1. Basic Story Metrics
- **Total word count** across all chapters
- **Chapter count** and average chapter length
- **Scene count** and average scene length
- **Dialogue vs. narrative** ratio
- **POV distribution** across scenes

### 2. Character Analysis
- **Character appearance frequency** across chapters
- **Dialogue volume** per character
- **POV scene count** for each perspective character
- **Character development tracking** (character arc completion)
- **Supporting vs. major character** balance

### 3. Plot Structure Analysis
- **Plotline status** (active, resolved, suspended)
- **Conflict distribution** across acts
- **Event frequency** and significance levels
- **Theme exploration** across chapters
- **Resolution tracking** for major story threads

### 4. Pacing and Flow Analysis
- **Scene length variation** for pacing assessment
- **Action vs. reflection** scene balance
- **Tension curve** analysis through events
- **Chapter ending types** (cliffhangers, resolutions, transitions)

### 5. World-Building Metrics
- **Location usage** frequency and description depth
- **Technology introduction** and development
- **Species screen time** and development
- **World complexity** tracking

## Statistical Report:

Generate comprehensive analysis at `40 - Generated/Analysis/story-statistics.md`:

```markdown
# Universalis: Story Statistics & Analysis

*Generated: {{current_date}}*

## Story Overview

### Basic Metrics
- **Total Word Count**: {{total_words}} words
- **Chapter Count**: {{chapter_count}} chapters  
- **Scene Count**: {{scene_count}} scenes
- **Average Chapter Length**: {{avg_chapter_words}} words
- **Average Scene Length**: {{avg_scene_words}} words
- **Estimated Reading Time**: {{estimated_reading_time}}

### Completion Status
- **Draft Completion**: {{completion_percentage}}%
- **Chapters Complete**: {{complete_chapters}}/{{total_planned_chapters}}
- **Revision Status**: {{revision_status_summary}}

## Character Analysis

### Major Characters
| Character | Appearances | Scenes | Word Count | POV Scenes | Development Status |
|-----------|-------------|--------|------------|------------|-------------------|
{{character_usage_table}}

### Character Distribution
- **POV Characters**: {{pov_character_count}}
- **Major Characters**: {{major_character_count}} (10+ scenes)
- **Supporting Characters**: {{supporting_character_count}} (3-9 scenes)  
- **Minor Characters**: {{minor_character_count}} (1-2 scenes)

### Dialogue Analysis
- **Total Dialogue**: {{dialogue_word_count}} words ({{dialogue_percentage}}%)
- **Narrative Text**: {{narrative_word_count}} words ({{narrative_percentage}}%)
- **Most Talkative**: {{most_dialogue_character}} ({{their_dialogue_count}} words)
- **Dialogue Distribution**: {{dialogue_balance_analysis}}

## Plot Structure Analysis

### Plotlines Status
| Plotline | Status | Chapters | Resolution % | Complexity |
|----------|--------|----------|--------------|------------|
{{plotline_status_table}}

### Story Arcs
- **Main Plot**: {{main_plot_status}}
- **Character Arcs**: {{character_arc_completion_stats}}
- **Subplots**: {{subplot_status_summary}}
- **Unresolved Threads**: {{unresolved_count}}

### Conflict Analysis
- **Internal Conflicts**: {{internal_conflict_count}}
- **Interpersonal Conflicts**: {{interpersonal_conflict_count}}
- **External Conflicts**: {{external_conflict_count}}
- **Resolved vs. Active**: {{conflict_resolution_ratio}}

## Pacing Analysis

### Chapter Structure
- **Shortest Chapter**: {{shortest_chapter}} ({{shortest_words}} words)
- **Longest Chapter**: {{longest_chapter}} ({{longest_words}} words)
- **Length Variation**: {{length_variation_coefficient}}
- **Pacing Pattern**: {{pacing_assessment}}

### Scene Types Distribution
- **Action Scenes**: {{action_scene_count}} ({{action_percentage}}%)
- **Dialogue Scenes**: {{dialogue_scene_count}} ({{dialogue_scene_percentage}}%)
- **Reflection Scenes**: {{reflection_scene_count}} ({{reflection_percentage}}%)
- **Exposition Scenes**: {{exposition_scene_count}} ({{exposition_percentage}}%)

### Tension Curve
{{tension_analysis_across_chapters}}

## POV Analysis

### Point of View Distribution
| Character | POV Scenes | Word Count | Percentage | Chapter Spread |
|-----------|------------|------------|------------|----------------|
{{pov_distribution_table}}

### POV Patterns
- **Single POV Chapters**: {{single_pov_chapters}}
- **Multiple POV Chapters**: {{multi_pov_chapters}}
- **POV Switching Frequency**: {{pov_switch_frequency}}
- **Balanced vs. Dominant**: {{pov_balance_assessment}}

## World-Building Analysis

### Location Usage
| Location | Appearances | Scenes | Description Depth | Significance |
|----------|-------------|--------|-------------------|--------------|
{{location_usage_table}}

### Technology & Species
- **Technology Elements**: {{tech_count}} different technologies
- **Species Introduced**: {{species_count}} alien races/types
- **World Complexity Score**: {{complexity_score}}/10

## Theme Analysis

### Major Themes
| Theme | Exploration Depth | Chapter Coverage | Character Embodiment |
|-------|-------------------|------------------|---------------------|
{{theme_analysis_table}}

### Thematic Balance
{{thematic_distribution_analysis}}

## Writing Progress Metrics

### Completion Tracking
- **First Draft**: {{first_draft_status}}
- **Revision Rounds**: {{revision_count}}
- **Outstanding Issues**: {{issue_count}}
- **Ready for Publication**: {{publication_readiness}}

### Quality Metrics
- **Consistency Score**: {{consistency_score}}/10
- **Character Development**: {{character_development_score}}/10
- **Plot Coherence**: {{plot_coherence_score}}/10
- **World-Building Depth**: {{worldbuilding_score}}/10

## Comparative Analysis

### Genre Benchmarks
{{comparison_to_scifi_genre_standards}}

### Structural Balance
{{assessment_of_story_structure_balance}}

## Recommendations

### Pacing Adjustments
{{pacing_improvement_suggestions}}

### Character Development
{{character_arc_recommendations}}

### Plot Enhancement
{{plot_improvement_suggestions}}

### World-Building
{{worldbuilding_enhancement_ideas}}

## Historical Tracking

### Progress Over Time
{{writing_progress_timeline_if_available}}

### Revision History
{{major_changes_and_improvements}}

---
Generated by Claude Code statistical analysis for Universalis writing project.
```

## Analysis Methodology:

1. **Word counting** across all chapters and scenes
2. **Entity frequency analysis** from generated cards
3. **POV pattern recognition** from chapter metadata
4. **Plotline tracking** from plotline cards and events
5. **Character development assessment** from character cards
6. **Pacing evaluation** through scene length and type analysis
7. **Thematic distribution** analysis from theme cards

## Statistical Calculations:

### Quantitative Metrics
- Word counts, scene counts, character appearances
- Percentage distributions and ratios
- Average lengths and variation coefficients
- Completion percentages and progress tracking

### Qualitative Assessments
- Development status evaluations
- Balance assessments for various story elements
- Complexity scoring for world-building
- Quality metrics for story coherence

## Trend Analysis:
- **Character usage patterns** over time
- **Pacing variations** across acts
- **Theme development** progression
- **Plot complexity** evolution

## Output Requirements:
- Fixed filename: `40 - Generated/Analysis/story-statistics.md`
- Comprehensive statistical tables and metrics
- Visual indicators for balance and distribution
- Actionable recommendations based on analysis
- Comparative benchmarks where relevant

**IMPORTANT**: Base all statistics on actual content analysis. Provide specific numbers and percentages rather than vague assessments. Include both absolute values and relative comparisons.