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Jason Hsiu

Founder & CEOatInnovatorly Ltd

Building the AI skills ecosystem. Founder of AI Skill Market and Torly.ai. Passionate about making AI capabilities accessible to every developer.

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Articles by Jason Hsiu

82 articles
Industry News & Trends

State of AI Skills 2026: How Developers Are Shipping 60X Faster

Original research report analyzing 1,000+ AI skills across multiple registries. Data on install trends, category distribution, quality scores, top skills by downloads, and predictions for the skill economy through 2027.

Mar 24, 2026
17 min read
J
Jason Hsiu
Tutorials & How-Tos

Give Your AI Agent Persistent Memory with ClawHub Skills

Learn how to give Claude Code persistent memory using the elite-longterm-memory, self-improving-agent, and ontology skills. Build an agent that remembers context across sessions.

Mar 20, 2026
7 min read
J
Jason Hsiu
Tutorials & How-Tos

Browser Automation for AI Agents: Agent Browser vs Playwright Skills

Compare the Agent Browser and Playwright skills for Claude Code browser automation. Learn when to use each, their strengths, limitations, and how to choose for your use case.

Mar 20, 2026
7 min read
J
Jason Hsiu
Tutorials & How-Tos

Build a Self-Improving AI Agent with ClawHub Skills

Learn how the self-improving-agent skill works, how to install and configure it, and how to customize its feedback loops for your specific development workflow.

Mar 20, 2026
6 min read
J
Jason Hsiu
Tutorials & How-Tos

ClawHub CLI: Search, Install, and Manage AI Skills in 60 Seconds

Learn how to use the ClawHub CLI to search, install, inspect, and manage Claude Code skills directly from your terminal. Full command reference with examples.

Mar 20, 2026
5 min read
J
Jason Hsiu
Tutorials & How-Tos

Publish Your First Skill to ClawHub: A Step-by-Step Guide

A complete guide to publishing a Claude Code skill on ClawHub. Covers the SKILL.md format, required metadata, validation, and CLI publishing steps.

Mar 20, 2026
7 min read
J
Jason Hsiu
Tutorials & How-Tos

17 Search Engines in One Skill: How Multi Search Engine Works

A deep dive into the multi-search-engine ClawHub skill. Learn how it queries 17 search engines simultaneously, aggregates results, and why multi-source search dramatically improves AI research quality.

Mar 20, 2026
8 min read
J
Jason Hsiu
Tutorials & How-Tos

From Reactive to Proactive: How the Proactive Agent Skill Transforms Your AI

Learn how the proactive-agent skill changes Claude Code from a question-answering tool into an initiative-taking developer. Covers WAL integration, trigger configuration, and practical setup.

Mar 20, 2026
7 min read
J
Jason Hsiu
Skill Spotlights

AI Content Creation: The Best ClawHub Skills for Writing, Images, and Video

A roundup of ClawHub's top content creation skills — humanizer, nano-banana-pro, summarize, and PDF tools — with honest assessments of what each one actually does well and where the limits are.

Mar 20, 2026
6 min read
J
Jason Hsiu
Skill Spotlights

Turn Your AI Agent Into a Data Analyst: 5 ClawHub Skills for Data Work

The best ClawHub data skills for Claude Code — stock analysis, CSV processing, database querying, and visualization. A practical guide to adding real analytical capability to your AI agent.

Mar 20, 2026
6 min read
J
Jason Hsiu
Skill Spotlights

The Best Developer Tools on ClawHub: Git, Testing, Docker, and More

A roundup of the best developer-focused ClawHub skills for Claude Code — covering GitHub workflows, code review automation, skill vetting, and the tools that save the most time in a real dev environment.

Mar 20, 2026
5 min read
J
Jason Hsiu
Skill Spotlights

Secure Your AI Agent: Top Security Skills on ClawHub

A practical guide to ClawHub's security skills for Claude Code — skill-vetter, moltguard, and security audit tools that protect your environment, your codebase, and your data from real threats.

Mar 20, 2026
6 min read
J
Jason Hsiu
Skill Spotlights

5 ClawHub Skills That Make Your AI Agent Smarter

Explore the top ClawHub AI enhancement skills — self-improving-agent, proactive-agent, capability-evolver, auto-updater, and elite-longterm-memory — and learn how to make Claude Code genuinely adaptive.

Mar 20, 2026
5 min read
J
Jason Hsiu
Skill Spotlights

Connect Your AI Agent to Slack, Email, and Discord with ClawHub Skills

A practical guide to ClawHub's communication skills for Claude Code — Slack, Gmail, Discord, and Telegram integrations that let your AI agent send messages, read channels, and act on notifications.

Mar 20, 2026
6 min read
J
Jason Hsiu
Industry News & Trends

The AI Coding Assistant Wars: OpenClaw, Claude Code, Cursor, and the Plugin Battle

Every major AI coding assistant now has an extensibility story. Here's how OpenClaw, Claude Code, Cursor, and Windsurf approach plugins and skills — and who's winning the platform battle.

Mar 20, 2026
7 min read
J
Jason Hsiu
Industry News & Trends

ClawHub vs SkillHub: The AI Skill Marketplace Wars Have Begun

ClawHub and Tencent's SkillHub are now competing for the same developer audience. Here's how they differ on curation, licensing, business model, and where the ecosystem goes from here.

Mar 20, 2026
6 min read
J
Jason Hsiu
Industry News & Trends

Is MIT License Enough? The Open-Source AI Skills Debate After Tencent's Mirror

Tencent mirrored 25,000 MIT-licensed ClawHub skills without contributing back or asking permission. Legally correct. But the debate it started is about more than license terms.

Mar 20, 2026
7 min read
J
Jason Hsiu
Industry News & Trends

The OpenClaw Skill Ecosystem: How 13,000+ AI Skills Got Built in 6 Months

Inside the ClawHub registry: how SKILL.md works, what 13,729 skills tell us about AI extensibility, and why this ecosystem grew faster than npm's first year.

Mar 20, 2026
6 min read
J
Jason Hsiu
Industry News & Trends

How Peter Steinberger Built OpenClaw Into the Largest AI Skill Registry

From €100M exit to burnout to 220,000 GitHub stars: the story of how an Austrian developer built the most viral open-source AI project of 2025-2026 and then handed it to a foundation.

Mar 20, 2026
6 min read
J
Jason Hsiu
Industry News & Trends

Tencent Launches SkillHub: What China's AI Skill Mirror Means for Developers

Tencent's SkillHub launched March 11, 2026 as a CDN-accelerated mirror for ClawHub's 25,000 AI skills. Here's what they built, why they built it, and what it signals for the global AI skill ecosystem.

Mar 20, 2026
5 min read
J
Jason Hsiu
Industry News & Trends

The 25 Most Downloaded ClawHub Skills in 2026 (And What They Tell Us)

Ranked by downloads with full descriptions: the top 25 ClawHub skills reveal what developers actually want from AI agents in 2026. The trends are not what you'd expect.

Mar 20, 2026
7 min read
J
Jason Hsiu
AI Agents

Building a Voice RAG Agent with Real-Time Audio

Create a voice-enabled RAG agent using CartesiaAI, AssemblyAI, LlamaIndex, and Livekit. Build conversational AI with real-time speech interaction.

Mar 11, 2026
15 min read
J
Jason Hsiu
AI Skills

Building a Test Writer Skill: TDD Automation

Learn to build an AI skill that automatically generates comprehensive tests for your code, supporting TDD workflows and improving test coverage.

Mar 6, 2026
14 min read
J
Jason Hsiu
AI Skills

Building a Smart Commit Skill: Step-by-Step

Learn to build a smart commit skill that analyzes git diffs and generates meaningful commit messages. A complete tutorial from concept to production.

Feb 27, 2026
13 min read
J
Jason Hsiu
AI Skills

Installing and Managing AI Skills: Best Practices

Learn how to install, organize, update, and maintain AI skills effectively. Master skill lifecycle management for individual and team productivity.

Feb 22, 2026
8 min read
J
Jason Hsiu
AI Agents

Build a Deep Researcher: Multi-Agent Tutorial

Create a multi-agent deep research system using Linkup, CrewAI, and Ollama. Build agents that collaborate to research complex topics comprehensively.

Feb 17, 2026
17 min read
J
Jason Hsiu
Industry News & Trends

Predictions: Where the AI Skills Market Is Heading (2026)

Forward-looking analysis of AI skill marketplace evolution, examining market consolidation, monetization models, technical trends, and strategic opportunities through 2026.

Feb 13, 2026
13 min read
J
Jason Hsiu
Industry News & Trends

MCP Marketplace Landscape: Comparing Skill Aggregators

In-depth comparison of Claude Code skill marketplaces and aggregators in 2025, including SkillsMP, Smithery, awesome-claude-skills repos, and emerging platforms.

Feb 12, 2026
11 min read
J
Jason Hsiu
AI Agents

Building a Financial Analyst Agent with MCP

Create an AI financial analyst using CrewAI, Ollama, and MCP servers. Build agents that analyze markets, evaluate investments, and generate reports.

Feb 12, 2026
17 min read
J
Jason Hsiu
Industry News & Trends

GitHub Copilot vs Claude Code: Skills Ecosystem Comparison

Comprehensive comparison of GitHub Copilot and Claude Code extensibility ecosystems, analyzing skills, plugins, integrations, and developer experience.

Feb 11, 2026
12 min read
J
Jason Hsiu
Industry News & Trends

Enterprise AI Adoption: What CIOs Are Actually Deploying

Data-driven analysis of enterprise AI adoption patterns in 2025, covering deployment strategies, security requirements, ROI metrics, and lessons from Fortune 500 implementations.

Feb 10, 2026
13 min read
J
Jason Hsiu
AI Agents

Building Your First AI Agent: A Practical Tutorial

Step-by-step guide to building a functional AI agent from scratch. Learn the core patterns, implement tools, and deploy your first agent.

Feb 10, 2026
14 min read
J
Jason Hsiu
AI Skills

Sharing AI Skills Across Teams: Collaboration Guide

Learn strategies for sharing AI skills across teams and organizations. Build a culture of skill contribution and maintain quality at scale.

Feb 10, 2026
10 min read
J
Jason Hsiu
Industry News & Trends

AI Agent Ecosystem in 2025: State of the Market Report

Comprehensive analysis of the AI agent market in 2025, covering key players, adoption trends, and the five levels of agentic systems transforming enterprise software.

Feb 9, 2026
14 min read
J
Jason Hsiu
Skill Spotlights

Testing Skills Comparison: Find the Right QA Automation

Compare testing and QA skills for Claude Code. From unit testing to E2E automation, find the right testing tools for your quality assurance needs.

Feb 8, 2026
14 min read
J
Jason Hsiu
Skill Spotlights

TDD Skill Analysis: How obra/superpowers Changed Development

Deep analysis of the obra/superpowers TDD skill for Claude Code. Learn what makes it exceptional and how to apply its patterns to your own testing workflows.

Feb 7, 2026
11 min read
J
Jason Hsiu
Skill Spotlights

Skill Creator Deep Dive: The Meta-Skill That Builds Skills

Master the Skill Creator plugin for Claude Code. Learn how this meta-skill helps you build commands, agents, and plugins with guided workflows and best practices.

Feb 6, 2026
13 min read
J
Jason Hsiu
Skill Spotlights

Scientific Skills: Bioinformatics Deep Dive

Explore Claude Code skills for bioinformatics research. From sequence analysis to pipeline automation, discover AI-powered tools for computational biology.

Feb 5, 2026
12 min read
J
Jason Hsiu
Skill Spotlights

PDF Processing Skills Compared: Which One Should You Use?

Compare PDF processing skills for Claude Code. From simple extraction to complex document analysis, find the right PDF skill for your workflow needs.

Feb 4, 2026
10 min read
J
Jason Hsiu
Skill Spotlights

Git Workflow Skills: Commit, Branch, and Merge Automation

Master Git workflow skills for Claude Code. From conventional commits to branch management and merge automation, streamline your version control workflow.

Feb 3, 2026
15 min read
J
Jason Hsiu
AI Skills

Building a PR Reviewer Skill: Multi-Agent Approach

Learn to build a comprehensive PR reviewer skill using multiple specialized agents for security, performance, and code quality analysis.

Feb 3, 2026
9 min read
J
Jason Hsiu
Skill Spotlights

Enterprise Skills: C-Level AI Advisors Explained

Explore C-level advisor skills for Claude Code. Learn how CEO, CTO, CFO, and CMO advisor agents bring executive-level thinking to your development workflow.

Feb 2, 2026
15 min read
J
Jason Hsiu
Skill Spotlights

Documentation Skills Roundup: Which One Fits Your Stack?

Compare documentation generation skills for Claude Code. From API docs to architectural decision records, find the right documentation tool for your project.

Feb 1, 2026
16 min read
J
Jason Hsiu
Skill Spotlights

Creative Skills: Building AI-Powered Design Systems

Explore Claude Code skills for design systems and UI development. From component generation to accessibility audits, discover tools for creative development.

Jan 31, 2026
15 min read
J
Jason Hsiu
Skill Spotlights

Code Review Skills Roundup: 5 Tools to Improve Your PR Process

Compare the top 5 code review skills for Claude Code. From quick PR summaries to deep security audits, find the right review tool for your team's needs.

Jan 30, 2026
13 min read
J
Jason Hsiu
Tutorials & How-Tos

Workflow Automation with Claude Code: Real-World Examples

Automate repetitive development tasks with Claude Code skills. Learn practical workflow automation with real examples you can implement today.

Jan 29, 2026
13 min read
J
Jason Hsiu
Tutorials & How-Tos

Test-Driven Development with Claude Code: Practical Guide

Master TDD with Claude Code assistance. Learn to write tests first, let AI generate implementations, and build a reliable test-first workflow.

Jan 28, 2026
12 min read
J
Jason Hsiu
Tutorials & How-Tos

Slack Integration: Build a Team Notification Skill

Build Claude Code skills that integrate with Slack. Send notifications, post updates, and keep your team informed automatically.

Jan 27, 2026
11 min read
J
Jason Hsiu
Tutorials & How-Tos

Setting Up Your First MCP Server: Complete Tutorial

Learn to create a Model Context Protocol (MCP) server from scratch. Connect Claude Code to external tools, APIs, and services with this step-by-step guide.

Jan 26, 2026
10 min read
J
Jason Hsiu
Tutorials & How-Tos

Installing Your First Claude Code Skill: Step-by-Step Guide

A complete beginner's guide to installing your first Claude Code skill. Learn the installation process, verification steps, and troubleshooting tips.

Jan 25, 2026
9 min read
J
Jason Hsiu
Tutorials & How-Tos

GitHub Integration: Pull Requests, Issues, and Actions

Integrate Claude Code with GitHub workflows. Automate PRs, manage issues, and build custom actions with this comprehensive integration guide.

Jan 24, 2026
13 min read
J
Jason Hsiu
AI Skills

Building a Documentation Generator Skill

Learn to build an AI skill that automatically generates comprehensive documentation by scanning, analyzing, and synthesizing code information.

Jan 24, 2026
14 min read
J
Jason Hsiu
Tutorials & How-Tos

Documentation Generation: Building a Doc-Writing Skill

Create a Claude Code skill that generates comprehensive documentation. From API docs to READMEs, automate your documentation workflow.

Jan 23, 2026
12 min read
J
Jason Hsiu
Tutorials & How-Tos

Creating Custom Skills: From Zero to Published in 60 Minutes

Complete tutorial for creating and publishing your own Claude Code skill. Build, test, and share a production-ready skill in under an hour.

Jan 22, 2026
11 min read
J
Jason Hsiu
AI Agents

Building an Agentic RAG System: Complete Tutorial

Build a retrieval-augmented generation system with agentic capabilities. Learn to combine CrewAI, Firecrawl, and LitServe for intelligent document retrieval.

Jan 22, 2026
14 min read
J
Jason Hsiu
Tutorials & How-Tos

Automating Code Review with Claude Code Skills

Build a comprehensive code review automation skill. Learn to create AI-powered review workflows that catch bugs, enforce standards, and improve code quality.

Jan 21, 2026
12 min read
J
Jason Hsiu
Tutorials & How-Tos

Building AI Agents for Beginners: Your First Autonomous Workflow

Learn to build AI agents that work autonomously. This beginner's guide covers agent architecture, decision-making, and building your first working agent.

Jan 20, 2026
11 min read
J
Jason Hsiu
Claude Code Deep-Dives

Subagent Patterns in Claude Code: Parallel Task Execution

Master subagent orchestration patterns for parallel task execution in Claude Code. Learn fan-out, pipeline, and specialist patterns with practical examples.

Jan 19, 2026
11 min read
J
Jason Hsiu
Claude Code Deep-Dives

MCP Deep Dive: Model Context Protocol Explained for Developers

Understand the Model Context Protocol (MCP), how it extends Claude Code with external tools, and when to use MCP vs skills for your workflows.

Jan 18, 2026
11 min read
J
Jason Hsiu
Claude Code Deep-Dives

The Complete Guide to Claude Code Skills: Everything You Need to Know

Master Claude Code skills: understand skill types, installation, SKILL.md format, and build your own custom skills to 10x your development workflow.

Jan 17, 2026
11 min read
J
Jason Hsiu
Claude Code Deep-Dives

Commands vs Skills vs Agents: Which to Build (Decision Framework)

A practical decision framework for choosing between Claude Code commands, skills, and agents. Includes decision tree, use cases, and migration paths.

Jan 16, 2026
10 min read
J
Jason Hsiu
Claude Code Deep-Dives

Version Control for Claude Code Skills: Git Strategies

Master Git workflows for Claude Code skill development including branching strategies, versioning conventions, collaboration patterns, and CI/CD pipelines.

Jan 15, 2026
11 min read
J
Jason Hsiu
Claude Code Deep-Dives

Testing Claude Code Skills: Strategies and Tools

Learn how to test Claude Code skills effectively with unit tests, integration tests, and manual testing patterns for reliable AI-powered automation.

Jan 14, 2026
10 min read
J
Jason Hsiu
Claude Code Deep-Dives

The SKILL.md Format: Complete Specification and Examples

Complete specification for the SKILL.md format including all fields, best practices, and examples for different skill types in Claude Code.

Jan 13, 2026
12 min read
J
Jason Hsiu
Claude Code Deep-Dives

Claude Code Security: Best Practices for Safe Skill Development

Essential security practices for building Claude Code skills, including sandboxing, input validation, and guardrails for safe AI-powered automation.

Jan 12, 2026
12 min read
J
Jason Hsiu
Claude Code Deep-Dives

Building Claude Code Plugins: Architecture, Best Practices, and Examples

Learn to build Claude Code plugins from scratch. Covers plugin.json structure, commands, skills, agents, hooks, and MCP integration with step-by-step examples.

Jan 11, 2026
12 min read
J
Jason Hsiu
Claude Code Deep-Dives

Performance Optimization for Claude Code Skills

Optimize Claude Code skill performance with context management, token optimization, caching strategies, and efficient tool usage patterns.

Jan 10, 2026
11 min read
J
Jason Hsiu
Claude Code Deep-Dives

Claude Code Keyboard Shortcuts: Speed Up Your Workflow 10x

Master all Claude Code keyboard shortcuts and productivity tips. Learn navigation, editing, and power user techniques to dramatically accelerate your workflow.

Jan 9, 2026
10 min read
J
Jason Hsiu
Claude Code Deep-Dives

Claude Code Hooks: Event-Driven Customization Deep Dive

Master Claude Code hooks for event-driven automation. Learn PreToolUse, PostToolUse, and Stop hooks with practical examples and security patterns.

Jan 8, 2026
13 min read
J
Jason Hsiu
Claude Code Deep-Dives

Deploying Claude Code Skills in Enterprise Environments

Complete guide to deploying Claude Code skills in enterprise settings, covering SSO, team management, compliance, security frameworks, and governance.

Jan 7, 2026
13 min read
J
Jason Hsiu
Claude Code Deep-Dives

Debugging Claude Code: Techniques for Skill Development

Master debugging techniques for Claude Code skills including logging strategies, common error patterns, and systematic troubleshooting approaches.

Jan 6, 2026
14 min read
J
Jason Hsiu
Claude Code Deep-Dives

Claude Code CLI: Complete Commands Reference with Examples

Master every Claude Code CLI command, flag, and configuration option. Includes practical examples, common workflows, and power user tips.

Jan 5, 2026
11 min read
J
Jason Hsiu
The New AI Stack

Why Skills Beat Fine-Tuning: Economics of AI Customization

Fine-tuning costs $50K+ and depreciates monthly. Skills cost $500 and improve over time. The economics are clear—here's why.

Jan 4, 2026
11 min read
J
Jason Hsiu
The New AI Stack

The New AI Stack: Why Models, Agents, and Skills Are Reshaping Software

Understanding the three-layer AI stack (Models = Chips, Agents = OS, Skills = Apps) and why this paradigm shift matters for every developer.

Jan 3, 2026
5 min read
J
Jason Hsiu
The New AI Stack

Skills vs RAG: When to Use Which (With Real Examples)

Skills and RAG solve different problems. This decision framework with real examples shows when to use each—and when to combine them.

Jan 2, 2026
12 min read
J
Jason Hsiu
The New AI Stack

Skills as Killer Apps: Building for the New AI Platform

Skills are the killer apps of the AI era. Learn what makes skills valuable, how marketplace dynamics work, and how to build defensible AI capabilities.

Jan 1, 2026
11 min read
J
Jason Hsiu
The New AI Stack

How to Monetize AI Skills: Business Models for the New Stack

From freemium to enterprise licensing, explore the business models that work for AI skills and how to price your capabilities effectively.

Dec 31, 2025
11 min read
J
Jason Hsiu
The New AI Stack

Models as Chips: The Infrastructure Layer of AI (And Why You Shouldn't Build There)

Foundation models are commoditizing faster than CPUs did. Learn why competing at the model layer is a losing strategy and where to focus instead.

Dec 30, 2025
10 min read
J
Jason Hsiu
The New AI Stack

The Future of AI Skills: Predictions for 2025-2030

Where is the AI skills market heading? Market trends, platform evolution, and opportunities for builders in the next five years.

Dec 29, 2025
10 min read
J
Jason Hsiu
The New AI Stack

Building an AI Skill Business: From Idea to Revenue

A step-by-step guide to building a profitable AI skill business—from identifying opportunities to scaling revenue.

Dec 28, 2025
13 min read
J
Jason Hsiu
The New AI Stack

Enterprise AI Stack: How Fortune 500s Are Adopting Skills

Enterprise AI adoption is shifting from custom models to skills. Here's how Fortune 500 companies are implementing the new AI stack.

Dec 27, 2025
12 min read
J
Jason Hsiu
The New AI Stack

Agents as Operating Systems: The Orchestration Layer Developers Need to Master

AI agents are the new operating systems—managing context, orchestrating tools, and controlling distribution. Here's how to build for them.

Dec 26, 2025
12 min read
J
Jason Hsiu
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