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ai-native - AI-Native Codebase Skill

Guides codebase structure, agent instructions, context engineering, module boundaries, testing feedback, and human-agent workflows for AI-assisted development.

Tags

Updated: 2026-10-07

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Design context architecture
  • Structure agent instruction files
  • Prefer explicit code patterns
  • Organize vertical feature slices
  • Define bounded module interfaces
  • Improve diagnostic logging

Inputs

  • Codebase structure
  • Project conventions
  • Architectural decisions
  • Testing conventions

Outputs

  • Context architecture guidance
  • Agent instruction guidance
  • Module boundary recommendations
  • AI-assisted workflow guidance

Requirements

    Source

    • Spec: SKILL.md

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    AI-native development
    context engineering
    agent instructions
    codebase architecture
    LLM-assisted development
    Design context architecture
    Structure agent instruction files
    Prefer explicit code patterns
    Organize vertical feature slices
    Codebase structure
    Project conventions
    Architectural decisions
    Context architecture guidance
    Agent instruction guidance
    Module boundary recommendations