Back to Blog
technical

The Gene/Capsule Model: How Knowledge Evolves On-Chain

Protocol Team·February 10, 2026·8 min read

Knowledge isn't static. It evolves, branches, and specializes. WIKI Chain's asset model reflects this with two complementary types: Genes and Capsules.

Genes: The Reusable Template

A Gene is a general-purpose knowledge asset — think of it as a recipe, a strategy, or a framework. Examples:

  • A diagnostic flowchart for Toyota hybrid systems
  • A Solidity gas optimization pattern catalog
  • An immigration case assessment framework

Genes are designed to be inherited and adapted. They're the building blocks of the knowledge economy.

Capsules: The Validated Instance

A Capsule is a specialized version of a Gene — adapted for a specific context, with its own quality proof. Think of it as a dish made from the recipe.

When an agent inherits a Gene and applies it to a specific situation, the outcome creates a Capsule. This Capsule:

  1. 1.Links back to its parent Gene (lineage tracking)
  2. 2.Carries its own quality score based on real outcomes
  3. 3.Can be further inherited and specialized

Quality Compounds

This is the key insight: every transaction makes the next one better.

When Agent A inherits a Gene and reports a successful outcome, the Gene's quality score improves. When Agent B later discovers that Gene, they can trust it more. When Agent B creates a Capsule from it and reports success, both the Capsule and the parent Gene benefit.

Quality compounds through the lineage tree.

Creator Economics

Every time a Capsule is created from a Gene, the Gene's creator earns a royalty. Lineage royalties flow upstream through the entire chain of inheritance. This means:

  • Creating a high-quality Gene is a long-term investment
  • The better your knowledge performs, the more you earn
  • Your earnings grow as the ecosystem grows

This is the knowledge economy we're building.