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AI Open-Source Efficiency Guide
AI Open-Source Efficiency Guide
Jun 10, 2026 · Information Security

How NVIDIA’s Open‑Source SkillSpector Secures AI Agent Skills Before Installation

SkillSpector, NVIDIA’s open‑source AI Agent skill scanner, checks third‑party skills for malicious commands, privilege escalation, data exfiltration, supply‑chain vulnerabilities and dangerous code across multiple input sources, using 64 detection modes, a two‑stage static‑plus‑LLM analysis pipeline and risk scoring that integrates smoothly into CI/CD workflows.

AI securityAgent skillsLLM analysis
0 likes · 12 min read
How NVIDIA’s Open‑Source SkillSpector Secures AI Agent Skills Before Installation
SuanNi
SuanNi
Jun 7, 2026 · Artificial Intelligence

NVIDIA’s Physical AI Agent Skills Streamline Autonomous Driving, Robotics, and Vision AI

NVIDIA unveiled a suite of Physical AI Agent Skills at CVPR that connects data generation, simulation, policy training, and evaluation into a unified workflow, leveraging the Cosmos 3 multimodal model and tools such as InstantNuRec, AlpaGym, OmniDreams, and Alpamayo 2 Super to accelerate research in autonomous driving, vision AI, and robotics.

Agent skillsCosmos 3Nvidia
0 likes · 11 min read
NVIDIA’s Physical AI Agent Skills Streamline Autonomous Driving, Robotics, and Vision AI
PaperAgent
PaperAgent
Jun 4, 2026 · Artificial Intelligence

SkillOpt: Enabling Self‑Evolving Agent Skills via Text‑Space Optimization

SkillOpt reframes LLM agent skills as trainable external state, applying a deep‑learning‑style optimizer to systematically improve skill documents, and demonstrates across six benchmarks, seven models, and three execution modes that this approach yields consistent, large gains and robust transferability.

Agent skillsSelf‑Evolving AgentsSkillOpt
0 likes · 12 min read
SkillOpt: Enabling Self‑Evolving Agent Skills via Text‑Space Optimization
Java Companion
Java Companion
Jun 4, 2026 · Artificial Intelligence

12 Must-Have Agent Skills for Full‑Stack Development (Frontend, Backend & DevOps)

This article lists and evaluates twelve practical Agent Skills—ranging from Next.js best practices and React component rules to Spring Boot scaffolding, PostgreSQL optimization, and CI/CD automation—providing installation commands, real‑world examples, and safety tips for integrating AI agents into full‑stack development workflows.

AI automationAgent skillsBackend
0 likes · 15 min read
12 Must-Have Agent Skills for Full‑Stack Development (Frontend, Backend & DevOps)
IT Services Circle
IT Services Circle
May 29, 2026 · Artificial Intelligence

Stop Being an AI ‘After‑Hours Engineer’—Let AI Write Better Code

The article explains how repetitive prompting of AI coding assistants can be eliminated by using the open‑source Skill mechanism, which packages project conventions and custom actions into reusable files, describes the two Skill types, placement options, and lists ready‑made Skill collections and tools for developers.

AI codingAgent skillsClaude
0 likes · 11 min read
Stop Being an AI ‘After‑Hours Engineer’—Let AI Write Better Code
AI Waka
AI Waka
May 26, 2026 · Artificial Intelligence

Master the 14+ SKILL.md Metadata Fields for Claude Agents

This guide explains all 14+ metadata fields available in a SKILL.md file, distinguishes the six standard Agent Skills fields from Claude Code extensions, and provides concrete examples and best‑practice recommendations for naming, descriptions, licensing, compatibility, allowed tools, and advanced options such as model selection and sub‑agent configuration.

Agent skillsClaudeModel
0 likes · 13 min read
Master the 14+ SKILL.md Metadata Fields for Claude Agents
Su San Talks Tech
Su San Talks Tech
May 22, 2026 · Artificial Intelligence

Understanding the Core Mechanics Behind Claude Agent Skills

This article provides a detailed, step‑by‑step analysis of Claude's Agent Skills system, explaining how skills are discovered, structured in SKILL.md files, progressively disclosed, and executed through prompt expansion and context modification, complete with code snippets, design patterns, and workflow examples.

AI AgentsAgent skillsClaude
0 likes · 24 min read
Understanding the Core Mechanics Behind Claude Agent Skills
Architect
Architect
May 17, 2026 · Artificial Intelligence

Agent Skills Survey: How Process Knowledge Becomes Technical Debt

The recent arXiv survey on Agent Skills maps the full lifecycle of skills—representation, acquisition, retrieval, and evolution—and warns that unchecked growth can turn a valuable process asset into technical debt, urging teams to enforce admission quality, robust routing, versioning, testing, and retirement mechanisms.

AI engineeringAgent skillsProcess Assets
0 likes · 26 min read
Agent Skills Survey: How Process Knowledge Becomes Technical Debt
PaperAgent
PaperAgent
May 16, 2026 · Artificial Intelligence

A First Systematic Survey of Agent Skills: Taxonomy, Techniques, and Applications

This survey analyzes the emerging field of Agent Skills, defining a formal skill model, categorizing acquisition pathways, detailing retrieval strategies, and outlining a five‑stage evolution process, while highlighting large‑scale skill repositories and their implications for AI product design.

AI AgentsAgent skillsSkill Evolution
0 likes · 9 min read
A First Systematic Survey of Agent Skills: Taxonomy, Techniques, and Applications
Frontend AI Walk
Frontend AI Walk
May 16, 2026 · Artificial Intelligence

Addy Osmani’s Agent Skills: Making Claude Code a Disciplined AI Coding Partner

This guide walks developers through the open‑source addyosmani/agent‑skills repository, explains its seven essential slash commands, shows how to install them via plugin or manual copy, demonstrates a complete AI‑assisted development loop, and compares the workflow with ECC agents.

AI developmentAgent skillsClaude Code
0 likes · 15 min read
Addy Osmani’s Agent Skills: Making Claude Code a Disciplined AI Coding Partner
JavaGuide
JavaGuide
May 13, 2026 · Artificial Intelligence

Is Spec Coding the Better Alternative to Vibe Coding? Agent Skills Scores 40K+ Stars

The article examines the pitfalls of "Vibe Coding"—quick AI‑generated code that skips testing and security—introduces the disciplined "Spec Coding" approach, and details how Addy Osmani’s open‑source agent‑skills project adds engineering rigor to AI coding through reusable skills, slash commands, and multi‑agent reviews.

AI codingAgent skillsClaude Code
0 likes · 19 min read
Is Spec Coding the Better Alternative to Vibe Coding? Agent Skills Scores 40K+ Stars
Goodme Frontend Team
Goodme Frontend Team
May 11, 2026 · Artificial Intelligence

How Agent Skills Accelerate Backend Page Development with Claude

The article explains the concept of Agent Skills, compares them with the Model Context Protocol (MCP), and details a step‑by‑step workflow for creating and optimizing skills to generate middle‑office pages, highlighting challenges such as token consumption, code redundancy, and component matching, and presenting concrete solutions that halve generation time while improving code quality and maintainability.

AI code generationAgent skillsBackend Development
0 likes · 16 min read
How Agent Skills Accelerate Backend Page Development with Claude
Architect
Architect
May 5, 2026 · Artificial Intelligence

From Anthropic to Google: Agent Skills Enter the Design‑Pattern Era

Google Cloud Tech’s recent article outlines five Agent Skill design patterns, building on Anthropic’s earlier work that standardized Skill format and loading, and shows how the community is shifting from merely defining Skill syntax to engineering robust, reusable workflow structures for AI agents.

AI engineeringAgent skillsDesign Patterns
0 likes · 25 min read
From Anthropic to Google: Agent Skills Enter the Design‑Pattern Era
SuanNi
SuanNi
Apr 30, 2026 · Information Security

Agent Skills Security: Full Lifecycle Governance Framework and Threat Landscape

The article presents a comprehensive security analysis of AI Agent Skills, outlining a four‑stage attack surface—from creation to execution—detailing core risks such as malicious logic injection, supply‑chain poisoning, and persistent trust abuse, and proposes a full‑lifecycle governance framework, OWASP‑style top‑10, and emerging mitigation tools.

Agent skillsThreat modelingZero Trust
0 likes · 17 min read
Agent Skills Security: Full Lifecycle Governance Framework and Threat Landscape
Selected Java Interview Questions
Selected Java Interview Questions
Apr 29, 2026 · Artificial Intelligence

How to Write Your Own Claude Skill

This guide explains the simple file structure of a Claude Skill, compares it with CLAUDE.md, shows where to store skills at personal, project, or plugin level, and provides detailed best‑practice tips, code examples, and validation steps for creating effective, on‑demand AI agent skills.

Agent skillsClaudeGit
0 likes · 13 min read
How to Write Your Own Claude Skill
Node.js Tech Stack
Node.js Tech Stack
Apr 29, 2026 · Artificial Intelligence

Why TypeScript Guru Matt Pocock’s New AI Skills Reject Vibe Coding

Matt Pocock, a leading TypeScript educator, open‑sources the mattpocock/skills repository, offering modular AI‑driven coding “Skills” that keep engineers in control, address four common AI‑coding pitfalls, and provide concrete tools for disciplined, token‑efficient development.

AI codingAgent skillsMatt Pocock
0 likes · 13 min read
Why TypeScript Guru Matt Pocock’s New AI Skills Reject Vibe Coding
AI Waka
AI Waka
Apr 28, 2026 · Product Management

Writing PRDs for AI Programming Agents: A New Specification Paradigm

The article explains how traditional product requirement documents must evolve into precise, structured specifications that AI programming agents can execute, detailing a four‑stage workflow, research before coding, protective constraints, measurable acceptance criteria, and platform‑specific best practices backed by recent surveys and industry studies.

AI AgentsAgent skillsClaude
0 likes · 27 min read
Writing PRDs for AI Programming Agents: A New Specification Paradigm
Top Architecture Tech Stack
Top Architecture Tech Stack
Apr 28, 2026 · Artificial Intelligence

Google’s Agent Skills Hits 23K+ Stars – Adding Engineering Discipline to AI Coding

Google’s Gemini team released the open‑source Agent Skills framework, which packages senior engineers’ development workflows and standards into reusable skills, offering 20 skills, 7 slash commands, and three parallel agent roles to enforce engineering discipline across the software lifecycle, and it has already attracted over 23,000 GitHub stars.

AI programmingAgent skillsClaude Code
0 likes · 8 min read
Google’s Agent Skills Hits 23K+ Stars – Adding Engineering Discipline to AI Coding
SuanNi
SuanNi
Apr 27, 2026 · Artificial Intelligence

Agent Skills Explained: Definition, Structure, and Engineering Practices

This article breaks down the official Anthropic definition of Agent Skills, shows how they are simple file‑system‑based, composable units stored in SKILL.md, scripts, references and assets, and explains the three‑layer progressive‑disclosure loading model, discovery, selection, execution, composition patterns, security, version‑control integration and evaluation practices.

AIAgent skillsComposable
0 likes · 14 min read
Agent Skills Explained: Definition, Structure, and Engineering Practices
AI Waka
AI Waka
Apr 27, 2026 · Information Security

Building Intelligent Security Agents with Claude Skills: A Complete AI Cybersecurity Guide

The article explains how Anthropic’s Claude Skills framework enables AI agents to execute expert-level cybersecurity tasks by organizing 734+ MITRE ATT&CK‑mapped skills, detailing their structure, progressive loading, real‑world workflows, deployment steps, customization, and the operational benefits for SOCs, detection engineers, and incident responders.

AI securityAgent skillsClaude
0 likes · 17 min read
Building Intelligent Security Agents with Claude Skills: A Complete AI Cybersecurity Guide
PaperAgent
PaperAgent
Apr 24, 2026 · Artificial Intelligence

Agent Skills Practical Guide: From Concept to Actionable AI Agents

The article explains Anthropic’s 2025 Agent Skills standard, how it enables AI to perform actions such as database queries and API calls, and provides a detailed guide covering its definition, modular design, industry adoption, and practical usage scenarios.

AI AgentsAgent skillsAnthropic
0 likes · 3 min read
Agent Skills Practical Guide: From Concept to Actionable AI Agents
Tech Minimalism
Tech Minimalism
Apr 22, 2026 · Artificial Intelligence

14 Reusable Agent Skill Design Patterns from Anthropic’s Official Best Practices

Anthropic’s official skill authoring guide outlines fourteen reusable design patterns for Agent Skills—grouped into discovery & selection, context economy, instruction calibration, workflow control, and executable code—each with concrete examples, trade‑offs, and practical tips to help developers craft effective, token‑efficient Claude extensions.

AIAgent skillsAnthropic
0 likes · 21 min read
14 Reusable Agent Skill Design Patterns from Anthropic’s Official Best Practices
AI Illustrated Series
AI Illustrated Series
Apr 22, 2026 · Artificial Intelligence

Mastering AI Agent Skills: From Concept to Hands‑On Implementation

This guide explains what Agent Skills are, how they differ from traditional prompts, the three core design mechanisms, step‑by‑step creation of a Skill—including file structure, YAML metadata, and markdown instructions—plus advanced tips, real‑world use cases, and troubleshooting advice.

AI AgentsAgent skillsKnowledge Management
0 likes · 30 min read
Mastering AI Agent Skills: From Concept to Hands‑On Implementation
AI Architecture Path
AI Architecture Path
Apr 17, 2026 · Artificial Intelligence

Boost AI Coding Quality with Agent Skills: Structured Workflows for Production‑Grade Code

This article introduces Agent Skills, an open‑source MIT‑licensed skill pack that equips AI coding agents with Google‑inspired engineering workflows, detailed command sets, and step‑by‑step integration guides for tools like Claude Code, Cursor, Gemini CLI, Windsurf, OpenCode and GitHub Copilot.

AIAgent skillsBest Practices
0 likes · 18 min read
Boost AI Coding Quality with Agent Skills: Structured Workflows for Production‑Grade Code
AI Algorithm Path
AI Algorithm Path
Apr 15, 2026 · Artificial Intelligence

8 Must-Collect Agent Skills Repositories for Claude and AI Agents

This article explains what Agent Skills are, why a curated skill library is valuable, and reviews eight actively maintained GitHub repositories—detailing their structure, core capabilities, integration points, and practical usage examples for building production‑grade AI agents.

AI AgentsAI toolsAgent skills
0 likes · 11 min read
8 Must-Collect Agent Skills Repositories for Claude and AI Agents
Eric Tech Circle
Eric Tech Circle
Apr 12, 2026 · Artificial Intelligence

How to Build Reusable AI Agent Skills with Anthropic’s Skill Creator

This guide explains how to define, structure, and iterate AI Agent Skills using Anthropic's Skill Creator, covering template design, SKILL.md composition, a closed‑loop development workflow, and practical steps to turn verified methods into reusable skill assets.

AIAgent skillsAnthropic
0 likes · 8 min read
How to Build Reusable AI Agent Skills with Anthropic’s Skill Creator
Geek Labs
Geek Labs
Apr 12, 2026 · Artificial Intelligence

How Open-Source Persona Distillation Skills Enable AI to Mimic Human Thought

The article introduces the open‑source "awesome‑persona‑distill‑skills" library, explains the concept of persona distillation, details its Agent Skills‑based architecture, showcases concrete Jobs and Zhang Xuefeng skill outputs, and outlines five skill categories and usage instructions.

AIAgent skillsOpen-source
0 likes · 8 min read
How Open-Source Persona Distillation Skills Enable AI to Mimic Human Thought
Data STUDIO
Data STUDIO
Apr 10, 2026 · Artificial Intelligence

Step‑by‑Step Guide to Writing Effective Agent Skill.md Files

This article explains what Agent Skills are, shows the folder layout and SKILL.md format, introduces the progressive‑disclosure design, provides concrete best‑practice tips, testing and evaluation methods, and demonstrates how to package scripts for reliable AI‑assistant automation.

AI assistantAgent skillsEvaluation
0 likes · 29 min read
Step‑by‑Step Guide to Writing Effective Agent Skill.md Files
AI Engineering
AI Engineering
Mar 29, 2026 · Artificial Intelligence

Sahil Lavingia Turns His Bestseller “The Minimalist Entrepreneur” into 9 Claude Agent Skills

Gumroad founder Sahil Lavingia has converted the key concepts of his book The Minimalist Entrepreneur into nine executable Claude Code skills—ranging from community discovery to pricing and sustainable growth—providing a hands‑on, command‑driven workflow that complements, but does not replace, entrepreneurial thinking.

AIAgent skillsClaude
0 likes · 3 min read
Sahil Lavingia Turns His Bestseller “The Minimalist Entrepreneur” into 9 Claude Agent Skills
AI Algorithm Path
AI Algorithm Path
Mar 28, 2026 · Artificial Intelligence

A Practical Guide to Building Agent Skills for Large Language Models

This guide explains the concept of LLM "Skills", shows how to organize skill directories for Claude and Copilot, walks through creating a "prepare‑pr" skill with a SKILL.md file, integrates Bash scripts for git checks, and demonstrates testing and extending the skill with additional checks and templates.

Agent skillsBash scriptClaude
0 likes · 12 min read
A Practical Guide to Building Agent Skills for Large Language Models
AI Waka
AI Waka
Mar 26, 2026 · Cloud Computing

Unlock Faster, Smarter Cloud SQL Management with Gemini CLI’s Agent Skills

The article explains how Gemini CLI’s shift from traditional Tools to progressive Agent Skills streamlines Cloud SQL for PostgreSQL extensions, reducing context overload, enabling on‑demand skill loading, zero‑manual installation, and cross‑platform execution, and provides step‑by‑step commands for exploring and using these new capabilities.

Agent skillsCLI extensionsCloud SQL
0 likes · 7 min read
Unlock Faster, Smarter Cloud SQL Management with Gemini CLI’s Agent Skills
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Mar 23, 2026 · Artificial Intelligence

How Agent Skills Solve LLM Development Pain Points and Gain Standard Status

The article analyses the emergence of Agent Skills as an open LLM standard, explains the technical shortcomings of current prompt‑centric workflows, describes the three‑layer skill architecture and its benefits for reuse, versioning and organization‑wide deployment, and discusses current limitations and future evolution paths.

AI standardsAgent skillsLLM
0 likes · 29 min read
How Agent Skills Solve LLM Development Pain Points and Gain Standard Status
AI Engineering
AI Engineering
Mar 18, 2026 · Artificial Intelligence

5 Proven Agent Skill Design Patterns Google Shares After Anthropic

Google Cloud’s new guide outlines five validated Agent Skill design patterns—Tool Wrapper, Generator, Reviewer, Inversion, and Pipeline—explaining their structures, use‑cases, and how combining them can produce reliable, token‑efficient workflows for AI agents.

AIAgent skillsDesign Patterns
0 likes · 7 min read
5 Proven Agent Skill Design Patterns Google Shares After Anthropic
AI Explorer
AI Explorer
Mar 18, 2026 · Artificial Intelligence

How to Empower Claude with Professional Skills: The Complete Anthropic Skills Guide

Anthropic's 33‑page official guide explains the design philosophy, three‑layer progressive disclosure architecture, usage categories, five practical patterns, authoring tips, debugging methods, success metrics, and a step‑by‑step workflow for building Claude Skills that give AI agents reusable professional capabilities.

AI workflowAgent skillsAnthropic
0 likes · 16 min read
How to Empower Claude with Professional Skills: The Complete Anthropic Skills Guide
Mingyi World Elasticsearch
Mingyi World Elasticsearch
Mar 17, 2026 · Artificial Intelligence

Andrew Ng’s Agent Skills: From Basics to Must‑Know Essentials

This article breaks down Andrew Ng and Anthropic’s Agent Skills course, explaining how organized skill folders give general AI agents domain expertise, repeatable workflows, and new capabilities, while using portable, composable design and progressive disclosure to make agents reliable, scalable, and industrial‑grade.

AI AgentAgent skillsArtificial Intelligence
0 likes · 9 min read
Andrew Ng’s Agent Skills: From Basics to Must‑Know Essentials
AI Tech Publishing
AI Tech Publishing
Mar 16, 2026 · Artificial Intelligence

How to Make Agent Skills Evolve Autonomously

The article analyzes why static agent skills become brittle as codebases, models, and user needs change, and proposes a closed‑loop architecture that observes executions, learns from failures, automatically suggests improvements, and evaluates changes to keep skills continuously evolvable.

AI automationAgent skillsClosed‑Loop
0 likes · 7 min read
How to Make Agent Skills Evolve Autonomously
AI Engineering
AI Engineering
Mar 15, 2026 · Artificial Intelligence

Why Static Skills Fail and How Cognee Enables AI to Self‑Repair Its Prompts

The article explains silent drift in static AI skills, outlines Cognee’s five‑step loop—Skill Ingestion, Observe, Inspect, Amend, and Evaluate—to let agents automatically detect, analyze, and fix degrading prompts, and discusses community reactions and related self‑help projects.

Agent skillsKnowledge GraphPrompt Engineering
0 likes · 6 min read
Why Static Skills Fail and How Cognee Enables AI to Self‑Repair Its Prompts
AI Engineer Programming
AI Engineer Programming
Mar 12, 2026 · Artificial Intelligence

Agent Skills Complete Guide: What They Are, Where to Find Them, and How to Build Your Own

This guide explains the SKILL.md open standard, its four core characteristics, directory layout, gating and lifecycle controls, testing with the Evals framework, market adoption stats, and future self‑evolving agent capabilities, providing step‑by‑step instructions for creating, installing, and iterating Skills across multiple AI platforms.

AI automationAgent skillsOpenClaw
0 likes · 17 min read
Agent Skills Complete Guide: What They Are, Where to Find Them, and How to Build Your Own
AI Tech Publishing
AI Tech Publishing
Mar 7, 2026 · Artificial Intelligence

A Practical Guide to Evaluating Agent Skills

This article explains why many Agent Skills are released without testing, defines measurable success criteria, and presents a lightweight evaluation framework—including prompt set creation, deterministic checks, optional LLM‑based qualitative checks, and best‑practice recommendations—demonstrated by improving a Gemini Interactions API skill from 66.7% to 100% pass rate.

AI AgentsAgent skillsEvaluation
0 likes · 13 min read
A Practical Guide to Evaluating Agent Skills
AI Architecture Hub
AI Architecture Hub
Mar 6, 2026 · Artificial Intelligence

How Agent Skills Solve AI Prompt Drift and Enable Scalable AI Workflows

This article analyzes the prompt‑drift problem in AI workflows, explains the open‑format Agent Skills standard, dissects a concrete Python code‑audit skill design, compares Anthropic and OpenAI ecosystems, and provides practical guidelines for building high‑availability, version‑controlled Agent Skills.

AI engineeringAgent skillsAnthropic
0 likes · 15 min read
How Agent Skills Solve AI Prompt Drift and Enable Scalable AI Workflows
AI Architecture Hub
AI Architecture Hub
Mar 3, 2026 · Artificial Intelligence

Unlocking Claude Agent Skills: Architecture, Design Principles, and Scalable Management

This article provides a comprehensive, source‑level analysis of Anthropic's Claude Agent Skills, detailing their definition, progressive disclosure design, meta‑tool architecture, full execution flow, SKILL.md specifications, token‑optimised packaging, design patterns, and enterprise‑grade operational practices for scaling from a few to dozens of skills.

Agent skillsClaudePrompt Design
0 likes · 26 min read
Unlocking Claude Agent Skills: Architecture, Design Principles, and Scalable Management
Baobao Algorithm Notes
Baobao Algorithm Notes
Mar 2, 2026 · Artificial Intelligence

How “Skills” Turn LLM Prompts into Portable, Engineered Workflows

This article dissects the evolution of LLM prompts into structured, version‑controlled skill packages, explains the AgentSkills specification, details OpenClaw’s implementation, compares prompts, memory, MCP and skills, and provides end‑to‑end examples with code, flowcharts and best‑practice recommendations.

Agent skillsLLMOpenClaw
0 likes · 40 min read
How “Skills” Turn LLM Prompts into Portable, Engineered Workflows
Tech Minimalism
Tech Minimalism
Feb 28, 2026 · Artificial Intelligence

Master Conductor: Open‑Source Multi‑Platform AI Agent Skills for Context‑Driven Development

Conductor is an open‑source framework that extracts project context into versioned Markdown and TOML files, enabling AI agents to follow a structured Context → Spec & Plan → Implement workflow, with commands for setup, task creation, execution, status tracking, review, and Git‑aware rollback, all illustrated through a step‑by‑step Todo app example.

AIAgent skillsCLI
0 likes · 18 min read
Master Conductor: Open‑Source Multi‑Platform AI Agent Skills for Context‑Driven Development
JD Tech
JD Tech
Feb 27, 2026 · Artificial Intelligence

Why Agent Skills and MCP Should Work Together, Not Compete

This article clarifies the distinct roles of Agent Skills and Model Context Protocol (MCP), compares their core features, shows how they complement each other through design philosophy and real‑world scenarios, and provides a decision framework for choosing the right tool in AI agent architectures.

AI ArchitectureAgent skillsMCP
0 likes · 26 min read
Why Agent Skills and MCP Should Work Together, Not Compete
SuanNi
SuanNi
Feb 25, 2026 · Artificial Intelligence

How SkillsBench Reveals the Real Impact of Agent Skills on LLM Performance

The SkillsBench benchmark systematically evaluates how professionally crafted Skills boost large language model agents across 84 complex tasks, revealing significant performance gains, domain‑specific effects, and the trade‑offs of skill size and model scale.

Agent skillsLLMSkillsBench
0 likes · 11 min read
How SkillsBench Reveals the Real Impact of Agent Skills on LLM Performance
AI Tech Publishing
AI Tech Publishing
Feb 24, 2026 · Artificial Intelligence

How to Build an AI Personal Operating System Using Files and Git

The author created a file‑based Personal Brain OS stored in a Git repository, using a three‑layer context architecture, JSONL/YAML/Markdown formats, and custom agent skills to give AI continuous awareness of style, goals, contacts, and workflows without any database or API keys.

AIAgent skillsContext Engineering
0 likes · 21 min read
How to Build an AI Personal Operating System Using Files and Git
IT Services Circle
IT Services Circle
Feb 16, 2026 · Artificial Intelligence

Make Claude Code Remember Your UI Preferences Using Agent Skills

This guide explains how to package UI design preferences and other reusable instructions into markdown‑based Agent Skills for Claude Code, enabling on‑demand loading, token savings, and modular AI‑driven website, SVG, PPT, and report generation.

AI ToolingAgent skillsClaude Code
0 likes · 10 min read
Make Claude Code Remember Your UI Preferences Using Agent Skills
AI Cyberspace
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
Frontend AI Walk
Frontend AI Walk
Feb 13, 2026 · Artificial Intelligence

Top 10 Claude Code/OpenCode Agent Skills (2025‑2026) Ranked by GitHub Stars

This article ranks the ten most popular Claude Code and OpenCode Agent Skills for 2025‑2026 using GitHub stars, forks, update frequency and community recommendations, then details each project's core features, usage scenarios, ecosystem classification, trend analysis and practical adoption guidance.

AI ToolingAgent skillsClaude Code
0 likes · 22 min read
Top 10 Claude Code/OpenCode Agent Skills (2025‑2026) Ranked by GitHub Stars
Fun with Large Models
Fun with Large Models
Feb 10, 2026 · Artificial Intelligence

Building LangChain Agent Skills from Scratch to Cut Token Usage and Boost Tool Accuracy

The article presents a step‑by‑step design and implementation of a Claude‑style Skills mechanism for LangChain agents, using a double‑layer tool architecture, state‑driven dynamic filtering, and middleware interception to load only relevant tools, dramatically reducing token consumption and improving decision quality and response speed.

Agent skillsDynamic LoadingLangChain
0 likes · 15 min read
Building LangChain Agent Skills from Scratch to Cut Token Usage and Boost Tool Accuracy
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 9, 2026 · Artificial Intelligence

Rebuilding an AI‑Powered Shopping Scene Generator with LangGraph, Agent Skills, and Planner

This article details how a low‑code e‑commerce workflow was migrated to a modular LangGraph architecture, introducing Agent Skills, an A2A protocol, and a Planner node to enable multi‑turn natural‑language scene creation, product matching, and persistent storage while leveraging AI coding tools for rapid development.

Agent skillsDSLLangGraph
0 likes · 24 min read
Rebuilding an AI‑Powered Shopping Scene Generator with LangGraph, Agent Skills, and Planner
AI Software Product Manager
AI Software Product Manager
Feb 4, 2026 · Artificial Intelligence

Mastering Agent Skills: A Systematic Guide to Large Model Capabilities

This article traces the evolution of large‑model capabilities from early plugins to the standardized Agent Skills framework, explains the core concepts, technical composition, and progressive disclosure mechanism, and provides a step‑by‑step practical guide for building, configuring, and deploying Skills across ecosystems.

AI ArchitectureAI OperationsAgent skills
0 likes · 11 min read
Mastering Agent Skills: A Systematic Guide to Large Model Capabilities
Fun with Large Models
Fun with Large Models
Feb 3, 2026 · Artificial Intelligence

OpenClaw Core Features and Architecture Explained (with LLM & Chat Integration)

OpenClaw, a 2026 open‑source AI agent, combines a protocol‑agnostic gateway, a four‑layer memory system, and an extensible Agent Skills framework to enable real‑time cross‑platform interaction, long‑term learning, and seamless integration with Chinese large language models and popular chat applications.

AI AgentAgent skillsChat Tool Integration
0 likes · 11 min read
OpenClaw Core Features and Architecture Explained (with LLM & Chat Integration)
Node.js Tech Stack
Node.js Tech Stack
Jan 27, 2026 · Frontend Development

Vue Gets AI Skills: Evan You Endorses a Tool to Cure Hallucinated Code

The article introduces vue-skills, an open‑source AI Agent Skill set for Vue endorsed by its creator Evan You, explains why Vue needs such skills to fix AI hallucinations caused by outdated syntax and type inference, describes the scientific validation process, categorizes the skills, and shows how to install and use them via Skills Hub.

AIAgent skillsFrontend
0 likes · 5 min read
Vue Gets AI Skills: Evan You Endorses a Tool to Cure Hallucinated Code
AndroidPub
AndroidPub
Jan 26, 2026 · Mobile Development

How Agent Skills Turn AI Assistants into Consistent Android Development Partners

This article explains why AI coding assistants often ignore team conventions in large Android projects, introduces the concept of Agent Skills as versioned, shared‑memory skill packs that enforce architecture, state‑management, and offline‑first practices, and provides a step‑by‑step guide to integrate the open‑source Awesome Android Agent Skills library.

AIAgent skillsAndroid
0 likes · 11 min read
How Agent Skills Turn AI Assistants into Consistent Android Development Partners
Fun with Large Models
Fun with Large Models
Jan 25, 2026 · Artificial Intelligence

Complete Guide to Agent Skills: Core Concepts, Design Patterns, and Hands‑On Code

This article explains the three‑layer Agent Skills architecture, demonstrates step‑by‑step creation and configuration of a Skill using Claude Code—including metadata, instruction, and resource layers, advanced scripting integration, and a detailed comparison with MCP, highlighting token savings and use‑case differences.

AI AgentAgent skillsClaude Code
0 likes · 18 min read
Complete Guide to Agent Skills: Core Concepts, Design Patterns, and Hands‑On Code
Data Thinking Notes
Data Thinking Notes
Jan 25, 2026 · Artificial Intelligence

Why Anthropic Switched from Specialized Agents to Skills—and What It Means for AI Development

Anthropic’s technical blog explains the shift from building domain‑specific agents to creating reusable Agent Skills, detailing the new code‑centric paradigm, progressive disclosure, skill ecosystem, real‑world examples in finance and healthcare, and the emerging architecture that unifies agents, runtimes, MCP servers, and skill libraries.

AI AgentsAgent skillsClaude
0 likes · 14 min read
Why Anthropic Switched from Specialized Agents to Skills—and What It Means for AI Development
Shuge Unlimited
Shuge Unlimited
Jan 25, 2026 · Artificial Intelligence

Build an AI Article Summarizer with Skills in 10 Minutes – Boost Writing Speed Tenfold

This step‑by‑step tutorial shows how to create a Claude Code Skill that interactively asks for an article, generates short, medium, or detailed structured summaries, saves the result, and includes advanced techniques such as dynamic context injection, sub‑agents, hooks, and version‑controlled best practices.

AI automationAgent skillsArticle Summarizer
0 likes · 17 min read
Build an AI Article Summarizer with Skills in 10 Minutes – Boost Writing Speed Tenfold
Old Zhang's AI Learning
Old Zhang's AI Learning
Jan 23, 2026 · Artificial Intelligence

Top AI Projects: Mobile‑Controlled Claude Code, Hackathon‑Winner Claude Config, and AI‑Powered Document Illustration

The article introduces four standout AI tooling projects—Happy Coder for mobile Claude Code access, the Everything Claude Code configuration suite from a hackathon champion, the Document Illustrator skill that auto‑generates illustrations, and the free Gemini CLI course—plus the skills.sh marketplace, detailing their features, installation steps, and practical evaluations.

Agent skillsClaude CodeDocument Illustrator
0 likes · 12 min read
Top AI Projects: Mobile‑Controlled Claude Code, Hackathon‑Winner Claude Config, and AI‑Powered Document Illustration
PaperAgent
PaperAgent
Jan 21, 2026 · Artificial Intelligence

Can Single-Agent Skill Systems Outperform Multi-Agent Architectures?

This article analyzes recent Claude Skills research, revealing security flaws in over a quarter of skills, a systemic performance collapse when single-agent skill sets exceed 50‑100 items, and how hierarchical routing and cognitive‑capacity limits can restore accuracy while mitigating security risks.

AI securityAgent skillsClaude
0 likes · 9 min read
Can Single-Agent Skill Systems Outperform Multi-Agent Architectures?
PMTalk Product Manager Community
PMTalk Product Manager Community
Jan 20, 2026 · User Experience Design

What Are AI Design Skills and What Do They Contain?

This article explains the concept of AI design "Skills", how they are structured, their origins, step‑by‑step creation process, practical usage examples, and the visual quality differences between AI generated with and without these Skills.

AI designAgent skillsPrompt Engineering
0 likes · 14 min read
What Are AI Design Skills and What Do They Contain?
Baobao Algorithm Notes
Baobao Algorithm Notes
Jan 19, 2026 · Artificial Intelligence

Unlock Coze Agent Skills: Build No‑Code AI Agents in Minutes

This guide explains what Coze Agent Skills are, how they are structured with YAML and Markdown, and provides step‑by‑step instructions and real‑world examples for creating, deploying, and using no‑code AI skills to automate tasks like model scouting, recipe suggestions, and camera settings.

AI automationAgent skillsArtificial Intelligence
0 likes · 8 min read
Unlock Coze Agent Skills: Build No‑Code AI Agents in Minutes
AI Engineering
AI Engineering
Jan 15, 2026 · Artificial Intelligence

Why Anthropic Introduced Agent Skills and How They Could Transform AI Agents

The article analyzes Anthropic's new Agent Skills concept, explaining how it addresses the token‑bloat and positioning gaps of MCP, outlines its progressive‑disclosure design, shows a file‑system structure, and discusses practical usage and early platforms for skill sharing.

AI AgentsAgent skillsAnthropic
0 likes · 12 min read
Why Anthropic Introduced Agent Skills and How They Could Transform AI Agents
Data Thinking Notes
Data Thinking Notes
Jan 11, 2026 · Artificial Intelligence

How Anthropic’s Agent Skills Turn Claude into a Customizable Expert Assistant

Anthropic’s Agent Skills, introduced in October 2025, package procedural knowledge into structured SKILL.md files that the Claude model can discover and load on demand, dramatically improving token efficiency, workflow automation, and domain‑specific expertise without requiring extensive prompt engineering.

AI pluginsAgent skillsClaude
0 likes · 15 min read
How Anthropic’s Agent Skills Turn Claude into a Customizable Expert Assistant
JavaEdge
JavaEdge
Jan 10, 2026 · Artificial Intelligence

Unlocking Claude’s Agent Skills: A Deep Dive into Modular AI Extensions

This article explains what Claude Agent Skills are, why they’re useful, how they’re structured and loaded, the three content levels, security best practices, and how to use pre‑built or custom Skills across Claude API, Claude Code, the SDK, and Claude.ai.

AIAPIAgent skills
0 likes · 17 min read
Unlocking Claude’s Agent Skills: A Deep Dive into Modular AI Extensions
Design Hub
Design Hub
Jan 8, 2026 · Artificial Intelligence

Say Goodbye to Bloated Prompts! Cursor's Dynamic Context Discovery Makes AI Coding Smarter

Cursor introduces a "dynamic context discovery" approach that lets AI coding agents fetch only the information they need, cutting token usage by 46.9% and improving response quality through five practical techniques such as file‑based tool output, history archives, Agent Skills, on‑demand MCP loading, and treating terminal sessions as files.

AI codingAgent skillsCursor
0 likes · 7 min read
Say Goodbye to Bloated Prompts! Cursor's Dynamic Context Discovery Makes AI Coding Smarter
AI Insight Log
AI Insight Log
Jan 4, 2026 · Artificial Intelligence

Agent Skills for Context Engineering: 4K Stars, Powering Cursor & Codex

The open‑source ‘Agent Skills for Context Engineering’ project, which amassed over 4,100 stars in a week, demonstrates why managing a model’s attention budget—through foundational, operational, and development‑methodology skills—is essential as context windows grow, and provides platform‑agnostic instructions for Claude Code, Cursor and other AI tools.

Agent skillsClaude CodeContext Engineering
0 likes · 7 min read
Agent Skills for Context Engineering: 4K Stars, Powering Cursor & Codex
Wuming AI
Wuming AI
Dec 21, 2025 · Artificial Intelligence

Claude Agent Skills Explained: Differences, Installation, and Practical Use

This article demystifies Claude's Agent Skills by defining their structure, comparing them with Rules and MCP, illustrating progressive disclosure with concrete examples, and providing step‑by‑step installation and usage instructions for both official and custom skills.

AIAgent skillsClaude
0 likes · 11 min read
Claude Agent Skills Explained: Differences, Installation, and Practical Use
AI Insight Log
AI Insight Log
Dec 21, 2025 · Artificial Intelligence

OpenAI Codex Adds Official Skills Support, Echoing Claude’s Open Agent Standard

OpenAI’s Codex now officially supports the open Agent Skills standard, introducing reusable instruction‑script‑resource bundles, progressive disclosure loading, explicit and implicit invocation methods, built‑in system skills, and cross‑tool compatibility including GitHub Copilot, signaling a move toward a unified AI agent ecosystem.

AI automationAgent skillsGitHub Copilot
0 likes · 7 min read
OpenAI Codex Adds Official Skills Support, Echoing Claude’s Open Agent Standard
Baobao Algorithm Notes
Baobao Algorithm Notes
Dec 20, 2025 · Artificial Intelligence

How General‑Purpose Agents Are Converging on Claude Code and Deep Agent Designs

The article analyzes the 2025 shift toward a unified "general‑type" agent architecture exemplified by Claude Code and Deep Agent, detailing industry adoption, core technical features, skill‑based extensions, long‑running capabilities, and practical steps for building domain‑specific agents.

AI ArchitectureAgent skillsClaude Code
0 likes · 25 min read
How General‑Purpose Agents Are Converging on Claude Code and Deep Agent Designs
BirdNest Tech Talk
BirdNest Tech Talk
Oct 17, 2025 · Artificial Intelligence

How to Extend Claude with Custom Agent Skills Using SKILL.md

Claude’s new Agent Skills let developers package domain expertise into organized SKILL.md files and resource folders, enabling progressive disclosure, code execution, and scalable context loading, with detailed guidance on structure, bundling, evaluation, and security considerations for building robust, reusable AI agents.

AI AgentsAgent skillsClaude
0 likes · 11 min read
How to Extend Claude with Custom Agent Skills Using SKILL.md