adaptation-synthesis

Convert extracted function DNA into new narrative forms with mapped contexts.

2|Updated Oct 15, 2025
One-click install
npx skills add https://github.com/alin776/ai_writer --skill adaptation-synthesis-alin776
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: adaptation-synthesis
Source: https://github.com/alin776/ai_writer/tree/main/backend/app/services/agent/skills/application/adaptation-synthesis
Command: npx skills add https://github.com/alin776/ai_writer --skill adaptation-synthesis-alin776

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

From extracted function DNA documents, this Skill enables the creation of new works by adapting content to new contexts, merging multiple sources, or deriving variants that preserve core functionality while changing form. It is used when users request adaptation synthesis, function mapping, orthogonality checks, DNA synthesis, and creative transformation.

Core Features & Use Cases

  • DNA-to-form mapping: map extracted functional DNA to new contextual forms while preserving core functions.
  • Contextual integration: adapt to different settings or merge multiple sources, handling orthogonality and tonal alignment.
  • Validation & drafting: orthogonality checks, tone alignment, and readiness for outline or drafting stages.

Quick Start

Load the DNA document, select a target context, and generate a synthesis plan mapping functions to new forms.

Frequently Asked Questions about adaptation-synthesis

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

FAQPage Schema
How do I adapt a story to a new setting without losing its core narrative structure?

Story adaptation requires mapping extracted function DNA to a new context while preserving core capabilities. You generate a synthesis plan that validates orthogonality and aligns tone, ensuring the original narrative functions survive the contextual shift without surface translation.

What is function DNA synthesis in fiction writing?

Function DNA synthesis is the process of converting extracted functional elements of a narrative into new forms. It preserves the core capabilities of the original work while shifting the context, enabling creative transformation or merging of multiple sources into a ready-to-draft package.

How do I merge multiple story sources into a single cohesive worldbuilding project?

Merging multiple sources involves extracting function DNA from each and mapping them to a unified target context. The process requires orthogonality validation and tone alignment to ensure the synthesized elements integrate cohesively into a single ready-to-draft narrative framework.

Do I need a DNA document to start adapting fiction to a different context?

Yes, adaptation synthesis requires input DNA documents as the foundational source material. You also need a clearly defined target context, explicit function-to-form mappings, and orthogonality validation to generate a ready-to-draft synthesis package.

When should I use adaptation synthesis instead of a direct translation for fiction?

Adaptation synthesis is used when transforming forms without surface translation, such as shifting a story to a new setting or deriving variants. It preserves core functionality through context-mapping rather than directly rewriting the original text.

How do I validate tone alignment when transforming a narrative into a new form?

Tone alignment validation is part of generating the synthesis package after mapping function DNA to the new form. It ensures the adapted work matches the target context's tone, working alongside orthogonality checks before reaching the drafting stage.