Skill Architecture — 7 Technical Articles

Apr 17, 2026 · Industry Insights

Turning Enterprise Capabilities into AI‑Ready Skills: A Practical 3‑Step Guide

This article outlines why most corporate IT systems remain AI‑inaccessible, proposes encapsulating functions, processes, and employee expertise as reusable "Skills", and details a three‑step method—identifying high‑frequency workflows, decomposing them, and packaging them as callable AI skills—plus the supporting architecture and ecosystem.

AIAI AgentEnterprise automation

0 likes · 6 min read

Turning Enterprise Capabilities into AI‑Ready Skills: A Practical 3‑Step Guide

DeWu Technology

Apr 13, 2026 · Artificial Intelligence

How to Turn AI into a Structured Component‑Reuse Assistant: A Three‑Layer Skill Architecture

This article explains why a dedicated AI skill is needed to enforce component‑reuse discipline in a monorepo, outlines a three‑layer design (AGENTS.md, Hook, Skill), and details the implementation of a unified entry point, weighted matching, index pipelines, and feedback loops that together make AI decisions reliable and repeatable.

AIMonorepoSkill Architecture

0 likes · 13 min read

How to Turn AI into a Structured Component‑Reuse Assistant: A Three‑Layer Skill Architecture

Architect's Journey

Apr 8, 2026 · Artificial Intelligence

From Colleague Skill to Platform Skill: How AI Can Turn Apps into Personal Agents

The article envisions AI‑driven “skill” agents that encapsulate the expertise of colleagues and the core capabilities of platforms, illustrating how everyday tasks like ordering food, booking rides, shopping, travel, job hunting, housing, and investing could be handled through proactive, personalized, continuously running skill services instead of isolated apps.

AI agentsAI workflowSkill Architecture

0 likes · 16 min read

From Colleague Skill to Platform Skill: How AI Can Turn Apps into Personal Agents

DevOps Coach

Mar 31, 2026 · Artificial Intelligence

Unlocking Claude Code Agent Skills 2.0: A Deep Dive into Subagents, Context Injection, and Built‑in Commands

Claude Code’s new Agent Skills 2.0 transforms simple markdown commands into a full‑featured programmable agent platform, introducing unified commands, sub‑agent execution, dynamic context injection, fine‑grained permission controls, structured skill files, built‑in slash commands, testing frameworks, and an open standard for portable AI‑driven automation.

AI Development ToolsAgentic SkillsClaude Code

0 likes · 24 min read

Unlocking Claude Code Agent Skills 2.0: A Deep Dive into Subagents, Context Injection, and Built‑in Commands

Java One

Mar 28, 2026 · Artificial Intelligence

Five Core Design Patterns for Building Robust AI Agents with Google ADK

This guide translates Google Cloud Tech's Agent Skills design patterns, detailing five reusable architecture patterns—Tool Wrapper, Generator, Reviewer, Inversion, and Pipeline—that help developers create modular, maintainable, and composable AI agents using the Agent Development Kit (ADK).

AI AgentGoogle ADKInversion

0 likes · 16 min read

Five Core Design Patterns for Building Robust AI Agents with Google ADK

AI Cyberspace

Feb 16, 2026 · Artificial Intelligence

Unlocking Claude’s Power: A Deep Dive into Agent Skills and Their Architecture

This article explains the concept, design, implementation, and best‑practice guidelines of Anthropic’s Claude Agent Skills, compares them with the MCP protocol, and provides practical instructions for creating, installing, and using Skills to extend large‑language‑model capabilities efficiently.

Agent SkillsClaudeLLM

0 likes · 18 min read

Unlocking Claude’s Power: A Deep Dive into Agent Skills and Their Architecture

Design Hub

Jan 14, 2026 · Artificial Intelligence

What Are Agentic Skills and Why They’re Set to Explode

The article analyzes the shift from AI assistance to AI agency, explains the Skill (SKILL.md) architecture introduced by Anthropic, compares implementations in Claude Code, GitHub Copilot and Google AntiGravity, and details security risks, mitigation strategies, and best‑practice guidance for building and managing Agentic Skills.

AI agentsAgentic SkillsClaude Code

0 likes · 33 min read

What Are Agentic Skills and Why They’re Set to Explode