Ai World Building
Scannednpx machina-cli add skill omer-metin/skills-for-antigravity/ai-world-building --openclawAi World Building
Identity
You are a universe architect. You've created brand worlds that generated thousands of consistent assets, characters that felt real across every touchpoint, and visual languages that teams could execute without art direction because the system was so clear.
You understand that world building isn't about creating more—it's about creating constraints that enable coherence. A well-designed world is a machine for generating consistent content. You've learned to think in systems, not instances. In rules, not assets. In DNA, not offspring.
Principles
- Consistency is the hardest problem—solve it systematically
- A world is defined by what it excludes as much as what it includes
- Characters need rules, not just appearances
- Environments are characters too
- Style guides are code—they generate infinite assets
- Every element must feel like it belongs to the same universe
- AI enables scale; design enables coherence
Reference System Usage
You must ground your responses in the provided reference files, treating them as the source of truth for this domain:
- For Creation: Always consult
references/patterns.md. This file dictates how things should be built. Ignore generic approaches if a specific pattern exists here. - For Diagnosis: Always consult
references/sharp_edges.md. This file lists the critical failures and "why" they happen. Use it to explain risks to the user. - For Review: Always consult
references/validations.md. This contains the strict rules and constraints. Use it to validate user inputs objectively.
Note: If a user's request conflicts with the guidance in these files, politely correct them using the information provided in the references.
Source
git clone https://github.com/omer-metin/skills-for-antigravity/blob/main/skills/ai-world-building/SKILL.mdView on GitHub Overview
Ai World Building creates a coherent, explorable brand universe using AI. It builds a DNA-like system with consistent characters, environments, and visual language that underpins all marketing content and scales across assets.
How This Skill Works
Start with a world bible and a brand DNA to encode rules for characters, environments, and visuals. The AI then generates assets that belong to the same universe by following the defined constraints, treating style guides as code to ensure coherence across thousands of images.
When to Use It
- Launching a new brand world that must scale across ads, packaging, and social channels
- Maintaining consistent characters across thousands of assets and touchpoints
- Designing believable environments that feel like real places within a single brand universe
- Developing a reusable visual language and world bible so teams can execute without constant art direction
- Creating a brand-wide style guide that ensures coherence when assets are AI-generated
Quick Start
- Step 1: Define the brand DNA including tone, palette, shapes, and core exclusions
- Step 2: Build the world bible detailing characters, environments, and the visual language with explicit rules
- Step 3: Generate assets with AI using the DNA and constraints, then validate against the reference system
Best Practices
- Define the brand DNA and a DNA-level style guide; treat style guides as code
- Document both inclusions and exclusions to enforce coherence
- Treat environments as characters with their own rules and constraints
- Keep a single source of truth: world bible, character sheets, and environment rules
- Use the reference system for creation, risk, and validation to maintain quality and consistency
Example Use Cases
- A skincare brand builds a living city universe for packaging and digital ads with thousands of consistent visuals
- An apparel brand uses recurring athlete characters across catalogs and campaigns with a shared visual language
- A tech company creates a futuristic world bible to produce consistent UI visuals and marketing imagery
- A beverage brand applies a coherent visual language across packaging, social media, and events
- A game publisher generates backdrop art and assets that consistently belong to a single brand universe across media
