multi-order-evolution

Multi-Order Evolution: Generational Worldbuilding Skill

You help writers develop societies that evolve systematically across multiple generations, focusing on how physical environments force adaptations that compound into fundamentally different civilizations. This creates more authentic interstellar cultures than simple extrapolation from contemporary society.

Core Principles

1. Compounding Divergence: Each generation of change builds upon previous adaptations in non-linear ways
2. Environmental Determinism: Physical realities shape social structures which then shape values
3. Functional Drift: Institutions and terminology persist while their meanings and functions transform
4. Identity Reformation: New identities form around new challenges, making old affiliations increasingly irrelevant

The Five-Step Evolution Process

Step 1: Foundation Layer

Establish the initial conditions driving evolutionary pressure:

Physical Environment:

Element	Questions
Resource Profile	Abundance or scarcity of key materials?
Hazards	Radiation, gravity conditions, atmospheric composition?
Physical Constraints	Closed system limitations, spatial restrictions?
Tech Requirements	What's needed just to survive?

Initial Human Elements:

Element	Questions
Population Composition	Expertise mix, cultural backgrounds, demographics?
Organizational Structure	Initial governance model, economic system?
Core Technologies	What specialized tech did they bring or develop?
External Relationships	Dependencies on other settlements, communication patterns?

Step 2: First-Order Evolution (1-2 Generations)

How the environment forces immediate adaptation:

Environmental Adaptations:

• Physical changes (intentional or natural body modifications)
• Infrastructure development to manage challenges
• Resource utilization patterns (what becomes valuable, what becomes waste)

Social Adaptations:

• New status markers (what abilities/traits become valued?)
• Modified hierarchies (how does initial power structure bend?)
• Cultural adaptations (what customs/practices emerge?)
• Modified identities (how people begin redefining themselves)

Step 3: Second-Order Evolution (3-5 Generations)

How adaptations create new pressures:

Institutional Transformation:

• Governance evolution to match new realities
• Economic shifts as resource patterns reshape exchange systems
• Social organization changes (family structures, communities)
• Knowledge systems (how information is valued, preserved, transmitted)

Cultural Transformation:

• Vocabulary shifts (new concepts require new language)
• Value evolution (what becomes sacred, taboo, or necessary)
• Identity reformation (connection to origin culture fades/transforms)
• Status reconfiguration (new markers of success/failure)

Step 4: Third-Order Evolution (6+ Generations)

The society becomes fundamentally different:

Deep Structural Change:

• Conceptual framework shifts (property, person, time redefined)
• Functional reinterpretation (old terms/institutions with completely new meanings)
• Mythologized history (origin stories become cultural mythos)
• Divergent worldview (perspective fundamentally differs from ancestors)

External Projection:

• Power mechanisms (leveraging unique adaptations)
• Expansion patterns (approach to growth)
• Conflict modes (what they fight over and how)
• Alliance structures (what they value in partners)

Step 5: Recombination & Conflict Drivers

How evolved societies interact:

Incompatibility Analysis:

Type	Description
Value Conflicts	Where fundamental beliefs clash
Resource Competition	How different adaptation paths create competition
Communication Barriers	Beyond language to conceptual frameworks
Power Projection Friction	How different forms of influence conflict

Interaction Zones:

Type	Description
Trade Dynamics	What each uniquely offers/needs
Border Conditions	Where societies meet physically
Cultural Exchange Points	Information/idea transfer mechanisms
Hybrid Development	What emerges in the spaces between

Evolution Templates

Template 1: Radiation-Adapted Data Society

Foundation: Radiation-heavy mining colony with corporate structure

First-Order: Radiation adaptation, shelter communities, monitoring systems

Second-Order: Data Houses emerge, predictive culture, new status hierarchy based on forecasting ability

Third-Order: "Forecast Rights" society where political power flows from prediction accuracy; unique ability to operate in zones others can't

Power Base: Information dominance, resource control, predictive advantages

Template 2: Cybernetic Meritocracy

Foundation: Zero-g orbital colonies with engineering focus

First-Order: Human-machine integration, maintenance-oriented social structure

Second-Order: Status tied to integration skill, automation management becomes political power

Third-Order: Fully cybernetic civilization where organic humanity is optional; identity defined by system role rather than biology

Power Base: Construction capabilities, technology adaptation speed

Template 3: Relationship Economy

Foundation: Nomadic fleet culture with diverse population

First-Order: Ship-based governance, complex trading relationships

Second-Order: Social credit system based on connections and reputation; obligation networks become economic infrastructure

Third-Order: Relationships as currency; loyalty networks; influence measured in connection strength rather than resources

Power Base: Trade route control, coordination capabilities, obligation networks

Template 4: Orthodox Loop (from metabolic-cultures)

Foundation: Closed-loop station with purist founding philosophy

First-Order: Metabolic tracking, strict integration timelines

Second-Order: Generational depth as political capital, life support operators as priest-class

Third-Order: Matter purity as identity; exile as death; metabolic kinship overriding all other affiliations

Power Base: Generational standing, life support control

Dimensional Analysis Grid

For each evolutionary stage, track changes across these dimensions:

Dimension	Questions to Answer
Physical	Bodies, infrastructure, environment
Economic	Resources, exchange, value
Political	Power, governance, authority
Social	Relationships, communities, hierarchies
Cultural	Values, beliefs, practices
Linguistic	Terminology, concepts, metaphors
Identity	Self-conception, group belonging

Conflict Generation

When evolved societies meet, compare positions across dimensions:

Harmony Points (similar evolution):

• Potential for alliance or merger
• Shared understanding despite surface differences
• Trade opportunities

Friction Points (divergent evolution):

• Source of conflicts and misunderstandings
• Barriers to cooperation
• Potential for exploitation

Translation Needs (different but compatible):

• Require cultural interpreters
• Create specialist roles
• Generate innovation through synthesis

Story Seed Generation

Character Types × Evolutionary Stages × Transition States:

• The third-order native visiting first-order settlers
• The translator who understands multiple evolutionary paths
• The reformer trying to accelerate or reverse evolution
• The exile from one evolution path seeking integration into another

Conflict Categories:

Category	Type
Generational	Old evolution vs. new pressures
Inter-civilizational	Different evolutionary paths colliding
Internal	Subgroups evolving differently within one society
Hybrid	Individuals caught between evolutionary paths
Regression	Forces pushing toward earlier evolution stages

Implementation Checklist

• Define foundation layer (environment + initial humans)
• Generate first-order adaptations (1-2 generations)
• Develop second-order transformations (3-5 generations)
• Project third-order deep changes (6+ generations)
• Create unique vocabulary for evolved concepts
• Identify power base and projection mechanisms
• Design 1-2 other societies for interaction
• Map harmony points, friction points, translation needs
• Generate 3-5 story seeds from evolutionary tensions

Output Persistence

Output Discovery

1. Check for context/output-config.md in the project
2. If found, look for this skill's entry
3. If not found, ask user: "Where should I save evolution designs?"
4. Suggest: worldbuilding/civilizations/ or explorations/worldbuilding/

Primary Output

• Foundation layer - Environment + initial human elements
• Evolution stages - First/second/third order changes
• Dimensional analysis - Changes across 7 dimensions per stage
• Interaction zones - Harmony/friction/translation points

File Naming

Pattern: {civilization-name}-evolution-{date}.md

Verification (Oracle)

What This Skill Can Verify

• Stage progression logic - Does each stage build on previous? (High confidence)
• Environmental causation - Do adaptations follow from pressures? (High confidence)
• Dimensional coverage - All 7 dimensions tracked? (High confidence)

What Requires Human Judgment

• Plausibility - Would humans actually adapt this way?
• Story fit - Does evolution serve narrative needs?
• Parallel vs. divergent - Whether similar evolution is convergence or oversight

Oracle Limitations

• Cannot predict human psychological responses to novel pressures
• Cannot assess whether evolution rate is realistic for timeframes

Feedback Loop

Session Persistence

• Output location: See context/output-config.md
• What to save: Foundation, stages 1-3, dimensional analysis, interaction zones
• Naming pattern: {civilization-name}-evolution-{date}.md

Cross-Session Learning

• Check for prior evolution work on this setting
• Ensure new civilizations maintain interaction consistency
• Failed evolution paths inform anti-patterns

Design Constraints

This Skill Assumes

• Setting spans multiple generations (not contemporary)
• Physical environment creates real pressures
• Writer wants deep time development, not surface culture

This Skill Does Not Handle

• Contemporary culture design - Route to: worldbuilding
• Cultural texture - Route to: memetic-depth
• Closed-loop specifics - Route to: metabolic-cultures
• Language families - Route to: language-evolution

Degradation Signals

• Civilizations with present-day values unchanged
• Technology changing without social consequences
• Skipping generational stages in causation

Reasoning Requirements

Standard Reasoning

• Single-stage evolution tracing
• One-dimensional analysis
• Basic conflict generation

Extended Reasoning (ultrathink)

• Full civilization design - [Why: all stages and dimensions interconnect]
• Multi-civilization interaction - [Why: complex relationship networks]
• Cross-dimensional synthesis - [Why: tracking changes across all 7 dimensions]

Trigger phrases: "design the complete civilization", "how would they evolve", "trace development across generations"

Execution Strategy

Sequential (Default)

• Foundation before first-order
• Each order before the next
• Evolution before interaction analysis

Parallelizable

• Designing multiple independent civilizations
• Researching different real-world analogs

Subagent Candidates

Task	Agent Type	When to Spawn
Historical research	general-purpose	When modeling on real civilizational evolution
Cross-civilization check	Explore	When verifying interaction consistency

Context Management

Approximate Token Footprint

• Skill base: ~3.5k tokens (stages + dimensions)
• With templates: ~4.5k tokens
• With full example: ~5k tokens

Context Optimization

• Focus on current evolutionary stage
• Templates are reference, not required in context
• Story seeds are optional additions

When Context Gets Tight

• Prioritize: Current stage, relevant dimensions
• Defer: Full dimensional grid, all story seeds
• Drop: Complete templates, alternative conflict types

Anti-Patterns

1. Present Values in Future Clothing

Pattern: Characters from third-order evolution societies holding contemporary values—democracy, individualism, environmentalism—despite generations of different pressures. Why it fails: Values emerge from material conditions. Societies adapted to radically different environments develop radically different ethics. Future people with our exact values haven't actually evolved. Fix: Work forward from environmental pressure. What values would logically emerge from radiation adaptation? From closed-loop metabolism? Let the society's ethics surprise you rather than confirming your preferences.

2. Technology Without Social Change

Pattern: Advanced technology existing within unchanged social structures—spaceships run by contemporary-style corporations, FTL travel with current family patterns. Why it fails: Technology shapes society as much as society shapes technology. New capabilities create new power distributions, new relationship patterns, new definitions of success and status. Fix: Trace technological implications through social systems. What does artificial gravity mean for hierarchy? What does FTL communication mean for identity? Every tech change should cascade through society.

3. Parallel Evolution

Pattern: Societies in radically different environments evolving toward similar endpoints—everyone developing democracy, capitalism, or some preferred system. Why it fails: Convergent evolution requires similar pressures. Different environments should produce different adaptations. Making everything converge toward your preferred system is wish-fulfillment, not worldbuilding. Fix: Let environments diverge societies. High-radiation colonies develop different values than zero-G stations than closed-loop habitats. Resist the urge to make any one trajectory "correct."

4. Skipped Generations

Pattern: Jumping directly from foundation layer to third-order evolution without tracking the compounding steps that would create deep structural change. Why it fails: Each evolutionary stage builds on previous ones. Third-order changes require the institutional transformations of second-order, which require the adaptations of first-order. You can't shortcut the causation. Fix: Work through each stage systematically. What first-order adaptations would the foundation require? What new pressures do those create? How does the second generation respond? The deep changes should feel inevitable, not arbitrary.

5. Monolithic Societies

Pattern: Entire civilizations sharing uniform values, single power structures, no internal tensions or evolutionary disagreements. Why it fails: Real societies contain people at different points in accepting change. Reformers and conservatives exist everywhere. Some subgroups resist evolution while others accelerate it. Fix: Design at least two internal factions with different relationships to their society's evolution. Include those who want to return to earlier stages and those who want to accelerate change. Internal tension drives stories.

Integration

Inbound (feeds into this skill)

Skill	What it provides
worldbuilding	Foundational environment and constraint definition
metabolic-cultures	Specific adaptations for closed-loop systems
belief-systems	Religious/philosophical frameworks that evolve with societies

Outbound (this skill enables)

Skill	What this provides
governance-systems	Political structures appropriate to evolutionary stage
economic-systems	Economic patterns shaped by generational adaptation
character-arc	Characters navigating tensions between evolutionary stages

Complementary

Skill	Relationship
metabolic-cultures	Multi-order-evolution provides the macro-framework; metabolic-cultures provides specific closed-loop adaptations. Use together for deep space habitat worldbuilding
memetic-depth	Multi-order-evolution tracks structural change; memetic-depth adds cultural texture at each stage