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AI Skills

40 articles · Page 1 of 1
Architect's Alchemy Furnace
Architect's Alchemy Furnace
Sep 6, 2026 · Artificial Intelligence

Five Pitfalls in AI Skill Design and How to Avoid Them

This article outlines five common pitfalls in AI skill development — missing acceptance criteria, skipping domain knowledge, misusing LLMs for deterministic tasks, over-automating workflows, and neglecting output examples — with practical fixes like validation checklists, reference materials, script delegation, human checkpoints, and sample-driven formatting.

AI SkillsDeterministic TasksDomain Knowledge
0 likes · 6 min read
Five Pitfalls in AI Skill Design and How to Avoid Them
Design Hub
Design Hub
Sep 3, 2026 · Artificial Intelligence

One Person, Four AI Roles: How 7 Marketing Skills Powered a 41M-View Workflow

A solo creator open-sourced a complete experiment: she decomposed a content method that generated 41M+ views in 30 days into 7 reusable marketing Skills, assigned them to 4 persistent AI roles — Planner, Writer, Reviewer, Publisher — and ran a real end-to-end carousel production with human approval gates, revealing a reproducible multi-agent workflow pattern.

AI AgentsAI SkillsMarketing Automation
0 likes · 30 min read
One Person, Four AI Roles: How 7 Marketing Skills Powered a 41M-View Workflow
Subtle Storm
Subtle Storm
Aug 26, 2026 · Industry Insights

8 Must-Have WorkBuddy Skills for Beginners to Automate Workflows

This article recommends eight essential WorkBuddy skills for beginners, covering skill discovery, security scanning, web search, browser automation, and document processing (PDF, DOCX, XLSX, PPTX), explaining how each skill transforms AI from a chat tool into a practical workflow automation agent while advocating a minimalist approach to skill installation.

AI SkillsDocument ProcessingPresentation Generation
0 likes · 14 min read
8 Must-Have WorkBuddy Skills for Beginners to Automate Workflows
Wuming AI
Wuming AI
Aug 9, 2026 · Artificial Intelligence

10 Essential AI Skills I Use Daily (Don’t Hoard Unneeded Skills)

The author curates ten practical AI Skills—ranging from web capture and article deep‑reading to local audio transcription, skill optimization, engineering method libraries, WeChat formatting, video creation, batch photo downloading, and skill discovery—explaining their problem scope, key features, usage steps, and real‑world observations such as token savings, star counts, and limitations.

AI SkillsAudio TranscriptionAutomation
0 likes · 12 min read
10 Essential AI Skills I Use Daily (Don’t Hoard Unneeded Skills)
Advanced AI Application Practice
Advanced AI Application Practice
Jul 24, 2026 · Artificial Intelligence

41 Practical AI Skills for Test Engineers: End‑to‑End Efficiency from Requirements to Reports

The article presents a catalog of 41 AI‑driven skills that automate every stage of the testing workflow—from requirement analysis and test‑plan design to test‑case generation, performance testing, defect management, and reporting—showing concrete time‑savings, quality improvements, and integration details for each skill.

AI SkillsAI TestingEfficiency
0 likes · 22 min read
41 Practical AI Skills for Test Engineers: End‑to‑End Efficiency from Requirements to Reports
JavaGuide
JavaGuide
Jul 7, 2026 · Artificial Intelligence

How Does Claude Code Detect the Skills You’ve Been Using for Months?

The article explains the technical differences between CLAUDE.md and Skill files, when to use each, their loading strategies, file structures, front‑matter fields, dynamic context, security considerations, and how Skills interact with Subagents, Plugins and Agent Teams in Claude Code.

AI SkillsAgent ArchitectureClaude Code
0 likes · 19 min read
How Does Claude Code Detect the Skills You’ve Been Using for Months?
IT Services Circle
IT Services Circle
Jun 28, 2026 · Artificial Intelligence

Interviewer's Skepticism: After Six Months with Claude Code, Do You Really Understand Skills?

The article demystifies Claude Code’s “skills”, showing they are full‑featured folders—not just markdown files—explaining their structure, the progressive‑disclosure mechanism, the critical role of concise descriptions, nine functional categories, advanced features like memory and hooks, and best practices for team‑wide adoption and usage monitoring.

AI SkillsClaude CodeSkill Design
0 likes · 22 min read
Interviewer's Skepticism: After Six Months with Claude Code, Do You Really Understand Skills?
Linyb Geek Road
Linyb Geek Road
Jun 28, 2026 · Artificial Intelligence

12 Pitfalls I Learned While Building AI Skills Over Six Months

Over the past half‑year the author built dozens of AI Skills, discovering twelve common traps—from over‑relying on prompts and bloated skill sets to vague descriptions, hidden token costs, knowledge placement, security gaps, and the need for proper evaluation—offering concrete guidance to avoid them.

AI SkillsEvaluationSecurity
0 likes · 11 min read
12 Pitfalls I Learned While Building AI Skills Over Six Months
ThinkingAgent
ThinkingAgent
Jun 27, 2026 · Industry Insights

Top 10 AI‑Era Workplace Skills: Which Are Gaining Value and Which Are Losing It

Based on the World Economic Forum’s 2025 Future of Jobs report and corroborated by Stanford HAI, LinkedIn and McKinsey data, this analysis identifies the top ten AI‑era workplace skills—six soft and three hard—showing which abilities are appreciating, which are depreciating, and offers role‑specific priorities and a 90‑day upgrade roadmap.

AI SkillsFuture of JobsLinkedIn
0 likes · 18 min read
Top 10 AI‑Era Workplace Skills: Which Are Gaining Value and Which Are Losing It
JD Tech
JD Tech
Jun 26, 2026 · Product Management

How JD Health’s OPC Team Built a Full‑Process Product Skill Framework

The article details JD Health’s OPC team’s adoption of Anthropic’s open‑source product‑management Skills to create a repeatable, evidence‑driven workflow that guides problem validation, requirement definition, roadmap planning, sprint execution, and post‑launch review without a dedicated product manager.

AI SkillsAnthropicOPC
0 likes · 13 min read
How JD Health’s OPC Team Built a Full‑Process Product Skill Framework
James' Growth Diary
James' Growth Diary
Jun 11, 2026 · Artificial Intelligence

Engineering AI Skills: When to Split, Tables, MCP vs HTTP, 5 Security Rules

The article outlines a practical engineering framework for AI Skills, detailing when to modularize based on line count and workflow separation, how to improve AI readability with tables and scripts, when to choose MCP servers versus simple HTTP calls, and five non‑negotiable security rules to keep Skills reliable and maintainable.

AI SkillsMCPModularization
0 likes · 19 min read
Engineering AI Skills: When to Split, Tables, MCP vs HTTP, 5 Security Rules
Smart Workplace Lab
Smart Workplace Lab
Jun 8, 2026 · Industry Insights

Human‑AI Hybrid Teams Are Becoming Mainstream: How New Professionals Must Build Symbiotic Collaboration

Recent reports from Gloat, PwC, Gallup and Deloitte show that Human‑AI Hybrid Teams are rapidly becoming the default mode for knowledge work, with AI usage among U.S. employees rising from 21% to 40%, while Gen Z faces over‑reliance risks, prompting a need for intentional job redesign and symbiotic collaboration skills.

AI SkillsAI workforceGen Z
0 likes · 8 min read
Human‑AI Hybrid Teams Are Becoming Mainstream: How New Professionals Must Build Symbiotic Collaboration
Smart Workplace Lab
Smart Workplace Lab
Jun 1, 2026 · Industry Insights

Accelerating AI Skills Shift: From Using AI to Deep Integration

Recent reports from Gloat, BCG, PwC and others show AI skills are rapidly embedding into job descriptions, with AI‑related postings doubling year‑over‑year, a 56% wage premium, and emerging risks such as Gen Z over‑reliance, prompting firms to adopt ‘Human + AI’ workflows and offering concrete upskilling practices.

AI SkillsGen ZUpskilling
0 likes · 7 min read
Accelerating AI Skills Shift: From Using AI to Deep Integration
Digital Planet
Digital Planet
May 29, 2026 · Industry Insights

5 Essential Skills Data Professionals Must Master in 2026

In the AI‑driven era of 2026, data professionals need to focus on five high‑impact capabilities—data governance, practical large‑model usage, MLOps, data storytelling, and AI compliance—to stay indispensable, with each skill backed by industry reports, job growth data, and concrete learning pathways.

2026 trendsAI ComplianceAI Skills
0 likes · 13 min read
5 Essential Skills Data Professionals Must Master in 2026
Linyb Geek Road
Linyb Geek Road
May 24, 2026 · Artificial Intelligence

15 Must‑Have Claude Code Skills You’ll Want to Install Today

This guide reviews the 15 most practical Claude Code Skills—ranging from self‑learning agents and GitHub integration to multi‑search, browser automation, and security vetting—explaining their purpose, typical scenarios, installation commands, and recommended order for maximum productivity.

AI SkillsAutomationClaude Code
0 likes · 12 min read
15 Must‑Have Claude Code Skills You’ll Want to Install Today
Geek Labs
Geek Labs
Apr 29, 2026 · Industry Insights

Practical Open‑Source Projects: Book‑to‑Skill Conversion, Markdown Visualization, and Modern CLI Tools

This article reviews five open‑source projects—cangjie‑skill, mdv, MD‑This‑Page, awesome‑modern‑cli, and OpenAI Codex—detailing their core features, typical use cases, and quick‑start commands to help developers streamline knowledge management, data visualization, web‑to‑Markdown conversion, command‑line productivity, and AI‑assisted coding.

AI SkillsCLIKnowledge Management
0 likes · 10 min read
Practical Open‑Source Projects: Book‑to‑Skill Conversion, Markdown Visualization, and Modern CLI Tools
Architecture & Thinking
Architecture & Thinking
Apr 27, 2026 · Artificial Intelligence

50+ High-Value AI Skills for 2026: A Guide to Boosting Developer Efficiency

The article presents a data‑driven review of more than 50 AI Skills, grouped into five core scenarios, detailing their installation counts, key functions, and practical impact, to help senior developers choose the most effective plugins for accelerating development, design, documentation, and product growth.

AIAI SkillsAutomation
0 likes · 27 min read
50+ High-Value AI Skills for 2026: A Guide to Boosting Developer Efficiency
PMTalk Product Manager Community
PMTalk Product Manager Community
Apr 26, 2026 · Interview Experience

What Skills an AI Product Manager Needs in 2026 – A Full Interview Walkthrough

The author recounts a detailed AI product manager interview, sharing personal background, the interviewer's probing questions about AI understanding and product strategy, feedback on superficial answers, core competency expectations, the company's knowledge‑base product, challenges faced, and key takeaways for aspiring AI product managers.

0-to-1 product experienceAI SkillsAI product management
0 likes · 12 min read
What Skills an AI Product Manager Needs in 2026 – A Full Interview Walkthrough
Architect
Architect
Apr 24, 2026 · Artificial Intelligence

How Hermes Agents Self‑Evolve: What Should Remain After a Task?

The article examines Hermes Agent’s three‑layer memory system—facts, session retrieval, and process assets—detailing how Skills are created, stored, patched, and secured at runtime, and argues that reliable self‑evolution requires disciplined versioning, evaluation, and access controls rather than unchecked automatic skill generation.

AI SkillsHermes AgentProcess Assets
0 likes · 21 min read
How Hermes Agents Self‑Evolve: What Should Remain After a Task?
ZhiKe AI
ZhiKe AI
Apr 15, 2026 · Artificial Intelligence

Build Your AI Superpowers from Scratch: A Hands‑On Guide to Creating Claude Code Skills

This article walks you through what Claude Code skills are, how they work, the four skill types, the exact file format, a step‑by‑step process for building your first skill, best‑practice design principles, testing methods, and ongoing maintenance, enabling you to automate repetitive AI tasks efficiently.

AI SkillsAutomationClaude Code
0 likes · 15 min read
Build Your AI Superpowers from Scratch: A Hands‑On Guide to Creating Claude Code Skills
AI Engineer Programming
AI Engineer Programming
Apr 12, 2026 · Artificial Intelligence

Is a Digital “Colleague.skill” the Missing Piece for Your Team?

The article examines the emerging "Skill" standard for AI agents, explains how the open‑source colleague.skill project encodes a teammate's knowledge, habits, and communication style, evaluates its architecture, real‑world use cases, limitations, and the broader implications for knowledge management in enterprises.

AI SkillsClaude SkillsEnterprise Automation
0 likes · 12 min read
Is a Digital “Colleague.skill” the Missing Piece for Your Team?
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Apr 10, 2026 · Cloud Computing

How Huawei’s Hybrid‑Cloud Claw Solution Secures and Localizes AI Skills

Huawei’s new hybrid‑cloud Claw solution addresses the security and accessibility challenges of AI Skills by providing an offline‑compatible, locally deployed ClawHub‑Lite that enables secure Skill acquisition, one‑click import, and instant invocation with RBAC controls, while supporting custom Skills and integration with popular IM platforms.

AI SkillsClawHubSecurity
0 likes · 5 min read
How Huawei’s Hybrid‑Cloud Claw Solution Secures and Localizes AI Skills
Wuming AI
Wuming AI
Mar 31, 2026 · Backend Development

How to Decode Claude Code’s Source Efficiently with Qoder Repo Wiki

The article explains a step‑by‑step method for safely handling the accidental Claude Code source leak, from forking the repository and cloning it locally to generating a comprehensive Repo Wiki with Qoder, then turning that Wiki into reusable AI Skills.

AI SkillsClaude CodeGitHub
0 likes · 7 min read
How to Decode Claude Code’s Source Efficiently with Qoder Repo Wiki
AI Engineer Programming
AI Engineer Programming
Mar 24, 2026 · Artificial Intelligence

Tool Calling 2.0: Autonomous Discovery and Multi‑Agent Workflow

The article traces the evolution from early function calls to Tool Calling 2.0, explaining how Model Context Protocol standardizes tool interfaces, how Agent‑to‑Agent communication enables multi‑AI collaboration, and how Skills combine tool orchestration into autonomous workflows, while also discussing remaining challenges such as intent misinterpretation and security risks.

AI SkillsAgentic workflowFunction Calling
0 likes · 14 min read
Tool Calling 2.0: Autonomous Discovery and Multi‑Agent Workflow
ShiZhen AI
ShiZhen AI
Mar 18, 2026 · Artificial Intelligence

9 Hard‑Earned Lessons from Anthropic Engineers on Building Claude Code Skills

Anthropic engineers share nine practical lessons from hundreds of Claude Code Skills, covering folder‑based design, nine skill categories, the importance of Gotchas, description as a trigger, giving Claude code, memory handling, flexible hooks, and team distribution strategies.

AI SkillsAnthropicAutomation
0 likes · 14 min read
9 Hard‑Earned Lessons from Anthropic Engineers on Building Claude Code Skills
AI Insight Log
AI Insight Log
Mar 13, 2026 · Industry Insights

Tencent Accused of Copying OpenClaw’s SkillHub – Company Says It’s Only a Mirror Site

A Twitter user alleged that Tencent’s SkillHub scraped all skills from OpenClaw’s ClawHub, prompting a restrained yet pointed reply from OpenClaw founder Peter Steinberger and a detailed rebuttal from Tencent AI that highlights the platform’s mirror‑site role, traffic statistics, and the broader open‑source contribution tension.

AI SkillsOpenClawSkillHub
0 likes · 6 min read
Tencent Accused of Copying OpenClaw’s SkillHub – Company Says It’s Only a Mirror Site
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Mar 10, 2026 · Artificial Intelligence

Say Goodbye to Repetitive Prompts: A Complete Guide to Building Claude Skills

This guide explains how to create, structure, and deploy Claude Skills—a folder of Markdown files with a YAML preamble and optional scripts—to automate complex workflows, improve prompt efficiency, and integrate via the /v1/skills API, covering design principles, naming rules, testing, and distribution.

AI SkillsAPIClaude
0 likes · 7 min read
Say Goodbye to Repetitive Prompts: A Complete Guide to Building Claude Skills
Su San Talks Tech
Su San Talks Tech
Mar 4, 2026 · Artificial Intelligence

10 Must‑Have Claude Code Skills to Supercharge Your Development Workflow

This guide lists ten essential Claude Code Skills—ranging from automatic skill evolution and popular skill discovery to free JS animation, unlimited canvas design, version‑safe updates, dynamic PPT generation, batch styling, auto‑skill creation, expert‑methodology sourcing, and formatted Office document output—each with a brief description and install command.

AI SkillsAutomationCLI tools
0 likes · 8 min read
10 Must‑Have Claude Code Skills to Supercharge Your Development Workflow
Su San Talks Tech
Su San Talks Tech
Feb 12, 2026 · Artificial Intelligence

Unlock AI Power: 5 Must‑Have Claude Skills to Supercharge Your Projects

This guide introduces five practical Claude Skills—including skill‑creator, obsidian‑skills, planning‑with‑files, makepad‑skills, and frontend‑design—explaining their core capabilities, how to invoke them, and step‑by‑step installation via GitHub repositories.

AI SkillsClaudeGitHub
0 likes · 6 min read
Unlock AI Power: 5 Must‑Have Claude Skills to Supercharge Your Projects
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 12, 2026 · Artificial Intelligence

How to Integrate Claude Skills into Lingma: A Step‑by‑Step Guide

This article explains the background of Claude Skills, details its modular prompt‑based architecture, shows the required file layout, walks through installing and configuring OpenSkills in Lingma, demonstrates creating a custom code‑review skill, and summarizes the benefits of AI skill modularization.

AI SkillsClaudeLingma
0 likes · 11 min read
How to Integrate Claude Skills into Lingma: A Step‑by‑Step Guide
Architect
Architect
Jan 24, 2026 · Artificial Intelligence

Turn Prompt Engineering into Reusable Skills: A Practical Claude Code Guide

This article explains how to convert ad‑hoc Claude prompts into versioned, on‑demand Skill modules, covering the concept of procedural knowledge, progressive disclosure, directory layout, SKILL.md metadata, team adoption, common pitfalls, security considerations, and a step‑by‑step 30‑minute rollout plan.

AI SkillsClaudeprogressive disclosure
0 likes · 16 min read
Turn Prompt Engineering into Reusable Skills: A Practical Claude Code Guide
Wuming AI
Wuming AI
Jan 14, 2026 · Artificial Intelligence

What Limits Claude Skills? Deep Dive into Platform, Sync, and Security Issues

The article analyzes Claude Skills' shortcomings—including limited platform support, lack of synchronization, sparse skill libraries, high installation barriers, dependence on precise descriptions, skill conflicts, model capability variance, context‑window consumption, nested reference limits, strict formatting rules, script robustness, unsuitability for simple tasks, and security risks—offering concrete examples and practical guidance.

AI SkillsClaudeModel Integration
0 likes · 7 min read
What Limits Claude Skills? Deep Dive into Platform, Sync, and Security Issues
Frontend AI Walk
Frontend AI Walk
Dec 30, 2025 · Artificial Intelligence

What Are Claude Skills? The Brain Plug that Turns AI into a Digital Expert

Claude Skills are lightweight, open‑format collections of instructions, scripts, and resources that act as modular knowledge packages, enabling the AI to lazily load expertise on demand, improve token efficiency by up to 90 %, support version control, and turn the model into a reusable, domain‑specific expert.

AI SkillsAgent PluginsClaude
0 likes · 13 min read
What Are Claude Skills? The Brain Plug that Turns AI into a Digital Expert
Frontend AI Walk
Frontend AI Walk
Dec 27, 2025 · Artificial Intelligence

From Prompt to Production: Engineering Hard‑Core AI Skills with wechat‑publisher

The article defines AI Skill “hard‑core” capabilities versus soft prompt‑based logic, outlines a three‑layer architecture (scripts, metadata, security), and walks through concrete wechat‑publisher implementations—including inline style injection, multi‑template rendering, exit‑code handling, and a step‑by‑step development checklist—to show how to turn AI from a mere text generator into an autonomous executor.

AI SkillsAutomationCLI
0 likes · 17 min read
From Prompt to Production: Engineering Hard‑Core AI Skills with wechat‑publisher
Wuming AI
Wuming AI
Dec 25, 2025 · Artificial Intelligence

How to Build a High‑Quality Claude Skill for Prompt Optimization

This guide walks through the entire process of designing, creating, and installing a Claude Skill that automatically optimizes prompts by selecting the best framework, confirming ambiguities with users, and leveraging progressive loading to handle dozens of prompt templates.

AI SkillsAI codingAnthropic
0 likes · 8 min read
How to Build a High‑Quality Claude Skill for Prompt Optimization