Agent-Native Architecture Audit

Conduct a comprehensive review of the codebase against agent-native architecture principles, launching parallel sub-agents for each principle and producing a scored report.

Core Principles to Audit

1. Action Parity - "Whatever the user can do, the agent can do"
2. Tools as Primitives - "Tools provide capability, not behavior"
3. Context Injection - "System prompt includes dynamic context about app state"
4. Shared Workspace - "Agent and user work in the same data space"
5. CRUD Completeness - "Every entity has full CRUD (Create, Read, Update, Delete)"
6. UI Integration - "Agent actions immediately reflected in UI"
7. Capability Discovery - "Users can discover what the agent can do"
8. Prompt-Native Features - "Features are prompts defining outcomes, not code"

Workflow

Step 1: Load the Agent-Native Skill