Tagged articles

Skill architecture

13 articles · Page 1 of 1

Jul 10, 2026 · Artificial Intelligence

Why Agent Skills Never Pass Data: Unpacking the Counterintuitive Design and Collaboration Strategy

The Agent Skills specification deliberately omits any dependency fields, making each skill a self‑contained unit; coordination is handled entirely by the LLM‑driven orchestrator, which discovers, activates, and sequences skills using natural‑language descriptions and context rather than explicit data pipelines.

AI orchestrationAgent SkillsDependency-Free Design

0 likes · 16 min read

Why Agent Skills Never Pass Data: Unpacking the Counterintuitive Design and Collaboration Strategy

DaTaobao Tech

Jun 26, 2026 · Artificial Intelligence

From Traditional Data Science to AI Workflows: My QoderWork Skills Journey

This article details the author’s practical transition from conventional data‑science pipelines to AI‑driven automation using QoderWork Skills, describing a four‑layer engineering architecture, concrete Skill examples, design principles, and lessons learned for building reliable AI agents.

AI agentsData science automationFour‑layer design

0 likes · 19 min read

From Traditional Data Science to AI Workflows: My QoderWork Skills Journey

Linyb Geek Road

Jun 19, 2026 · Artificial Intelligence

Agent Skills Review: How New AI Skills Are Redefining Large‑Model Operating Systems

The article surveys the rapid emergence of Agent Skills, outlines a six‑layer framework that defines their ontology, representation, lifecycle, runtime integration, governance, and applications, highlights severe security vulnerabilities revealed in large‑scale studies, and discusses the open research challenges ahead.

AI Agent ApplicationsAI safetyAgent Governance

0 likes · 16 min read

Agent Skills Review: How New AI Skills Are Redefining Large‑Model Operating Systems

ITPUB

May 8, 2026 · Artificial Intelligence

How Oracle Skills Open Source Signals the Rise of the AI Skill Era

Oracle has open‑sourced its Skills repository on GitHub, providing over 100 curated, version‑compatible guides for Oracle Database, OCI, GraalVM, Fusion and APEX, and defining a new AI‑centric “Skill” abstraction that lets agents safely generate and execute database operations, heralding a Skill‑driven AI engineering era.

AI agentsAI engineeringDatabase Skills

0 likes · 16 min read

How Oracle Skills Open Source Signals the Rise of the AI Skill Era

AI Architect Hub

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 AgentProcess Standardization

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 WorkflowAI agentsApp Automation

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 ToolsClaude CodeDynamic Context Injection

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 agentsClaude CodeExecution Injection

0 likes · 33 min read

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

xkx's Tech General Store

Jan 13, 2026 · Artificial Intelligence

Beginner’s Guide to Agent Skills: How to Supercharge Your AI Efficiency

This article explains what Agent Skill is, how it is structured as a file‑based, standardized unit for Claude agents, walks through its three‑part definition, shows the step‑by‑step loading process (including a PDF‑processing example), and demonstrates practical usage that boosts AI efficiency.

AI agentsAgent SkillClaude

0 likes · 10 min read

Beginner’s Guide to Agent Skills: How to Supercharge Your AI Efficiency

AI Insight Log

Dec 16, 2025 · Artificial Intelligence

Stop Building New Agents—Leverage Simple “Skill” Folders for Real AI Value

The article argues that instead of crafting ever‑more complex AI agents, developers should treat agents as generic containers and equip them with modular “Skills”—simple folder‑based packages of scripts and documentation—that provide domain expertise, reduce context overload, and democratize AI development for non‑technical users.

AI agentsAnthropicKnowledge assetization

0 likes · 10 min read

Stop Building New Agents—Leverage Simple “Skill” Folders for Real AI Value