theme-extraction

Identify explicit and implicit themes, motifs, and symbolic patterns from story graphs.

4|1|Updated Feb 19, 2026
One-click install
npx skills add https://github.com/billlzzz26/visual-story-extension --skill theme-extraction
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: theme-extraction
Source: https://github.com/billlzzz26/visual-story-extension/tree/main/.agents/skills/theme-extraction
Command: npx skills add https://github.com/billlzzz26/visual-story-extension --skill theme-extraction

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Identify explicit and implicit themes, motifs, and symbolic patterns within a story graph, enabling deeper interpretation and consistent thematic analysis.

Core Features & Use Cases

  • Explicit Theme Detection: identify themes from graph.tags, event labels, and character traits.
  • Implicit Theme Inference: derive hidden themes from character arcs and conflict patterns.
  • Motif Tracking: track recurring motifs across events and track how their meanings evolve.
  • Symbolic Analysis: interpret symbols, settings, and objects as abstract concepts.
  • Output & Collaboration: generate structured theme reports for exports, reviews, and teaching.

Quick Start

Analyze the current story graph to extract themes, motifs, and symbolic patterns and generate a depth analysis report.

Frequently Asked Questions about theme-extraction

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract themes and motifs from a story graph?

Extract themes and motifs from a story graph by identifying explicit themes from tags and event labels, inferring implicit themes from character arcs, and tracking recurring symbolic patterns to reveal deeper narrative meaning.

What is symbolic analysis in narrative structure?

Symbolic analysis in narrative structure interprets settings, objects, and recurring motifs as abstract concepts, tracking how their meanings evolve across story events to support thematic depth exploration and symbolic interpretation.

Can I detect implicit themes from character arcs and conflict patterns?

Yes, implicit theme detection derives hidden thematic meanings by analyzing character arcs and conflict patterns within the story graph, moving beyond explicit tags to uncover deeper narrative subtext.

How do I generate structured thematic analysis reports for teaching?

Generate structured thematic analysis reports by running story graph analysis to output explicit themes, tracked motifs, and symbolic interpretations, creating formatted depth reports suitable for teaching, reviews, and exports.

Does theme extraction work for tracking recurring motifs across events?

Theme extraction supports motif tracking by monitoring recurring motifs across story events and mapping how their symbolic meanings evolve, enabling rigorous narrative analysis and consistent thematic depth exploration.

What are the limitations of inferring thematic depth from story graphs?

Limitations of inferring thematic depth include relying entirely on the structural completeness of the story graph, meaning missing event labels, character traits, or conflict data will restrict the accuracy of explicit and implicit theme detection.