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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 SkillsEngineeringHTTP
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
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 SkillsCLIDeveloper tools
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 SkillsDeveloper tools
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 SkillsClaude CodePrompt Engineering
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 SkillsDigital Colleague
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 SkillsClawHubEnterprise Deployment
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 SkillsAgent CollaborationModel Context Protocol
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 SkillsAnthropicClaude Code
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 SkillsCommunityOpen-source
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 SkillsCLI ToolsClaude Code
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 SkillsClaudelimitations
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 SkillsCLIExit Codes
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