# Agentic Layer

> Design products with agent-native architecture.

- Skill: `cleanexpo/agentic-layer` (Agent Skill)
- Install (CLI): `npx skillmds@latest add cleanexpo/agentic-layer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/cleanexpo/agentic-layer/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: cleanexpo (https://skillmd.com/u/cleanexpo)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/cleanexpo/agentic-layer

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# The Agentic Layer

Every product needs two interfaces:
- Human Layer: HTML/CSS/JS, visual, interactive
- Agentic Layer: JSON I/O, structured, deterministic

## Design Principles
1. Structured over visual (JSON not HTML)
2. Actions as named operations
3. State as machine-readable document
4. Feedback as structured result
5. Self-describing API (capabilities endpoint)