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Media Adaptation

Community
jwynia
media-adaptation

Systematically analyze existing media to extract transferable elements for new settings. Use when adapting TV, film, or games to fiction, translating tropes across genres, or transforming genre elements for new contexts.

Overview

Publisherjwynia
Repositoryagent-skills
Skill namemedia-adaptation
Stars
159
Forks
20
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by jwynia on GitHub. Read the source before you install it.

Installation

Install the Media Adaptation AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/jwynia/agent-skills.git /tmp/agent-skills
mkdir -p .claude/skills
cp -r /tmp/agent-skills/skills/creative/fiction/application/media-adaptation .claude/skills/media-adaptation
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Media Adaptation in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Media Adaptation on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Media Adaptation is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Media Adaptation

Purpose

Systematically analyze existing media (TV, film, games, etc.) to extract transferable elements that can be authentically transformed for new settings, particularly science fiction. Captures what makes originals compelling while creating genuinely new works rather than superficial reskins.

Core Principle

Transform, don't transplant. The goal is to understand WHY something works and recreate that function in a new context, not to simply change surface details.


Phase 1: Core Appeal Identification

Emotional Experience Analysis

Questions:

  • What emotional journey does the audience take?
  • What specific moments create the strongest response?
  • What underlying fears or desires does this tap into?
  • How does tension build and release throughout?

Document:

  • Primary emotional arc
  • Peak emotional moments
  • Underlying psychological appeal
  • Tension/release pattern

Power Dynamic Analysis

Questions:

  • Who has power and why?
  • What creates vulnerability in the system?
  • How do underdogs gain agency?
  • What institutional pressures shape behavior?

Document:

  • Power sources
  • System vulnerabilities
  • Agency mechanisms
  • Institutional pressures

Conflict Architecture

Questions:

  • What creates the central tension?
  • How do individual goals conflict with systemic demands?
  • What makes resolution difficult but not impossible?
  • Where do moral complexities emerge?

Document:

  • Central tension structure
  • Individual vs. system conflicts
  • Resolution barriers
  • Moral complexity sources

Phase 2: Element Classification

Universal Elements (Direct Transfer)

Elements that work across any setting because they tap into fundamental human nature:

Emotional Universals:

  • Fear of the unknown
  • Desire for justice/fairness
  • Need for belonging/community
  • Drive for competence/mastery
  • Search for meaning/purpose

Relationship Dynamics:

  • Mentor/apprentice bonds
  • Unlikely partnerships
  • Family loyalty vs. duty conflicts
  • Trust building through shared adversity
  • Betrayal and redemption arcs

Structural Tensions:

  • Individual agency vs. institutional control
  • Short-term survival vs. long-term consequences
  • Competing loyalties and obligations
  • Resource scarcity creating difficult choices
  • Information asymmetry driving conflict

Setting-Dependent Elements (Translation Required)

Elements tied to specific contexts that need equivalents in new settings:

Original ElementTranslation QuestionExamples
Authority StructuresWhat creates legitimate authority?Corporate security, planetary governance, AI arbitration
Resource SystemsWhat resources create power?Energy allocation, genetic access, data privileges
Communication NetworksHow does information flow?Quantum networks, AI surveillance, bioelectric signals
Enforcement MechanismsHow are rules enforced?Exile, memory modification, economic isolation

Culture-Specific Elements (Replacement Required)

Elements too tied to specific cultures/times to transfer meaningfully:

  • Specific cultural practices or beliefs
  • Historical references and contexts
  • Technology tied to particular development paths
  • Social structures unique to specific societies

Replacement Strategy:

  1. Maintain the underlying function
  2. Create new forms that serve the same story purpose
  3. Ensure replacements emerge logically from new setting
  4. Test that replacements generate similar emotional responses

Phase 3: Systemic Translation

Environmental Pressure Analysis

  1. Identify survival/social pressures in original
  2. Map equivalent pressures in new environment
  3. Trace how new pressures modify social structures
  4. Identify new conflict opportunities

Power Structure Evolution

  1. List all sources of power/influence in original
  2. For each, identify underlying principle (competence, resources, legitimacy)
  3. Create equivalents operating on same principles
  4. Consider entirely new power sources from new setting

Conflict Evolution Mapping

  1. Map conflict resolution barriers in original
  2. Identify which barriers persist in new setting
  3. Determine how new elements create new barriers
  4. Discover how new elements provide new solution paths

Phase 4: Authenticity Validation

Systemic Consistency Check

  • Do all elements emerge logically from setting premises?
  • Are power structures sustainable given environmental constraints?
  • Do conflict patterns make sense given social organization?
  • Would translated elements create desired emotional experience?

Cultural Sensitivity Review

  • Have you inadvertently imported problematic cultural assumptions?
  • Do translations respect the complexity of issues involved?
  • Are you presenting harmful systems as normative or critiquing them?
  • Do new elements create new forms of potential harm or injustice?

Originality Assessment

  • Is this sufficiently transformed to be genuinely new?
  • Do new elements add meaningful complexity beyond cosmetic changes?
  • Would someone familiar with original see this as derivative or inspired-by?
  • Does this work stand alone without knowledge of original?

Quick Reference: Translation Priorities

Essential (Must Transfer):

  • Fundamental emotional experience
  • Core power dynamics
  • Central tension structure
  • Key relationship patterns

Adaptive (Modify to Fit):

  • Authority sources and structures
  • Resource systems and constraints
  • Communication methods and barriers
  • Enforcement mechanisms and consequences

Replacement (Create New):

  • Specific cultural practices
  • Historical contexts and references
  • Setting-specific technologies
  • Unique social institutions

Example: Police Procedural → Sci-Fi

Original Analysis

  • Core Appeal: Order from chaos through competent investigation
  • Power Dynamics: Legal authority vs. criminal freedom, bureaucracy vs. justice
  • Conflict Architecture: Limited resources, jurisdictional constraints, time pressure

Translation

  • New Setting: Interplanetary corporate territories with competing legal systems
  • New Pressures: Communication delays, jurisdictional complexity, resource scarcity
  • New Conflicts: Corporate law vs. universal law, evidence across light-years, witness diaspora

Validation

  • Systemic Logic: Corporate territories make sense for resource extraction economics
  • Emotional Core: Still provides order-from-chaos satisfaction
  • Originality: Environmental constraints create genuinely new story possibilities

Anti-Patterns

1. The Cosmetic Reskin

Pattern: Changing surface details (costumes, technology, names) without transforming underlying dynamics. "It's the same story but in space." Why it fails: Audiences recognize the original immediately. The adaptation feels derivative rather than inspired. No new insights emerge from the new context. Fix: Identify what FUNCTION each element serves, then find what naturally creates that function in the new setting. The new version should work even if audiences never heard of the original.

2. The Fidelity Trap

Pattern: Treating faithfulness to source as the primary virtue. "We have to include this because it was in the original." Why it fails: Not everything translates. Forcing elements that don't fit the new context breaks immersion. Fidelity to form can betray fidelity to function. Fix: Prioritize what makes the original WORK over what HAPPENS in it. Some elements may need to be replaced entirely to serve the same function.

3. The Genre Collision

Pattern: Adapting without considering how genre expectations change. A tragedy translated into an action setting becomes unintentionally comedic. Why it fails: Genre carries audience expectations. The same plot beats land differently in different genre contexts. Tonal whiplash destroys engagement. Fix: Map the emotional journey explicitly. Verify that adapted elements deliver the same emotional beats in the new genre context.

4. The Surface Diversity

Pattern: Translating cultural elements by swapping demographics without understanding cultural function. "We'll just make them aliens instead." Why it fails: Cultural elements often serve specific narrative functions. Superficial swaps may lose the function or import problematic assumptions to new contexts. Fix: Understand why cultural elements existed in the original. Create new elements that serve the same narrative function while emerging naturally from the new setting.

5. The Unexplored Implication

Pattern: Translating an element without considering how it would actually work in the new context. "They use swords because the original had swords" in a setting with abundant energy weapons. Why it fails: Breaks world coherence. Audiences ask "why don't they just..." constantly. The adaptation feels like it wasn't thought through. Fix: Run each translated element through consequence cascade. If it doesn't make sense in context, find what DOES make sense that serves the same function.

Integration Points

Inbound:

  • When adapting existing media to new settings
  • When analyzing what makes stories work
  • When developing genre mashups

Outbound:

  • To worldbuilding for new settings
  • To character development within adapted structures
  • To plot development using translated conflicts

Complementary:

  • dna-extraction: For more detailed functional analysis
  • adaptation-synthesis: For combining multiple source extractions
  • worldbuilding: For developing the target setting

Frequently asked questions

What does the Media Adaptation AI skill do?

Systematically analyze existing media to extract transferable elements for new settings. Use when adapting TV, film, or games to fiction, translating tropes across genres, or transforming genre elements for new contexts.

Why use Media Adaptation on TypingMind?

Because you install it once and use it with any model. Media Adaptation is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Media Adaptation in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/application/media-adaptation. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Media Adaptation?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Media Adaptation?

As many as you like. As long as a model supports skills, you can use Media Adaptation with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Media Adaptation AI skill free?

Yes. It is published on GitHub by jwynia under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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