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Agentic Feature Design

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Design AI-ready features for agents.

Software Engineering#automation#workflow#design#ai#agents#server-functions#livestockai
Authorcaptjay98
Version1.0.0
Installs0

System Documentation

What problem does it solve?

LivestockAI features must be designed to be usable by both humans and AI agents, enabling automated, agent-driven workflows without UI dependency.

Core Features & Use Cases

  • Headless First: Features must operate via server functions before UI is built.
  • Agent-Ready Server Functions: Provide clear, semantic server functions for agents.
  • Intention Pattern: Use semantic actions instead of generic CRUD to enable agent reasoning.
  • Approval Loops: Include an ApprovalRequest mechanism for high-stakes actions.
  • Metadata for Context: Store reasoning in ai_metadata for UI insights.

Quick Start

Draft an initial agent-ready feature design plan and outline the required server functions.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: Agentic Feature Design
Download link: https://github.com/captjay98/livestockai/archive/main.zip#agentic-feature-design

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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