agent-native-architecture

Installation
SKILL.md

Agent-Native Architecture

Core Principles

Five principles govern agent-native design. For detailed explanations, examples, and test criteria, see core-principles.md.

Principle One-line test
Parity Can the agent achieve every outcome the UI allows?
Granularity To change behavior, do you edit prose or refactor code?
Composability Can you add a feature by writing a new prompt, without new code?
Emergent Capability Can the agent handle open-ended requests you didn't design for?
Improvement Over Time Does the app work better after a month, even without code changes?

Focus Area Selection

  1. Design architecture - Plan a new agent-native system from scratch
  2. Files & workspace - Use files as the universal interface, shared workspace patterns
  3. Tool design - Build primitive tools, dynamic capability discovery, CRUD completeness
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Apr 13, 2026