protocol-extraction

Extract replicable narrative mechanisms from creative works into algorithmic frameworks.

3|1|Updated Jan 29, 2026
One-click install
npx skills add https://github.com/organvm-i-theoria/narratological-algorithmic-lenses --skill protocol-extraction
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: protocol-extraction
Source: https://github.com/organvm-i-theoria/narratological-algorithmic-lenses/tree/main/specs/09-protocol-skills/protocol-extraction
Command: npx skills add https://github.com/organvm-i-theoria/narratological-algorithmic-lenses --skill protocol-extraction

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of identifying, isolating, and formalizing replicable narrative mechanisms from creative works, transforming them into executable algorithms.

Core Features & Use Cases

  • Mechanism Identification: Detects recurring structural patterns and innovative techniques in scripts or other creative works.
  • Algorithm Extraction: Isolates the components, trigger conditions, and operational logic of identified mechanisms.
  • Use Case: A screenwriter wants to understand and replicate the unique pacing and dialogue structure of a specific TV show. This Skill can analyze the show's scripts to extract the underlying "algorithm" of its narrative techniques.

Quick Start

Use the protocol-extraction skill to extract the mechanism from the attached script.

Frequently Asked Questions about protocol-extraction

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

FAQPage Schema
How do I extract narrative mechanisms from a script for algorithmic formalization?

Extract narrative mechanisms by performing targeted reads of scripts to identify recurring structural patterns, isolating their operational logic, and cross-referencing them against existing narrative algorithms to document replicable components.

What is narrative mechanism formalization and when do I need it?

Narrative mechanism formalization is the process of isolating replicable structural patterns from creative works and translating them into executable algorithms. You need it when you want to systematically replicate specific pacing, dialogue structures, or storytelling techniques.

How do I identify recurring structural patterns in creative works?

Identify recurring structural patterns by executing targeted reads of the script, isolating trigger conditions and operational logic of innovative techniques, and cross-referencing the findings against documented narrative algorithms to verify replicability.

Can I analyze TV show scripts to replicate their unique pacing and dialogue structure?

Yes, you can analyze TV show scripts to extract the underlying algorithm of specific narrative techniques. The process isolates the trigger conditions and operational logic that dictate pacing and dialogue structure for algorithm development.

Do I need existing narrative algorithms to cross-reference when extracting script mechanisms?

Cross-referencing against existing narrative algorithms is required to validate the extracted operational logic. This ensures the identified structural patterns and trigger conditions are accurately documented for algorithmic framework development.

Limitations of analyzing scripts for narrative algorithm extraction?

A limitation of narrative algorithm extraction is that it requires targeted reads and cross-referencing to accurately isolate operational logic. Without sufficient script references, the formalization of replicable mechanisms may lack structural accuracy.