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Geek Labs
Geek Labs
May 30, 2026 · Industry Insights

Weekly GitHub Picks: WeChat Bill Viewer, Kimi Code Assistant, Pianke, PoC-Lab

Each week we spotlight four trending GitHub repos—a desktop Electron tool that visualizes WeChat payment CSVs, the Kimi AI‑powered code assistant that understands whole‑project context, the lightweight Python‑based Pianke for local markdown note‑taking, and the PoC‑Lab collection of multi‑platform vulnerability exploitation scripts.

AIElectronGitHub
0 likes · 8 min read
Weekly GitHub Picks: WeChat Bill Viewer, Kimi Code Assistant, Pianke, PoC-Lab
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
Black & White Path
Black & White Path
May 27, 2026 · Information Security

From White‑Hat to Banned Outlaw: The Rapid Fall of a Security Researcher

An anonymous researcher with a legitimate MSRC account publicly released multiple Windows 0‑day exploits after his reports were ignored, leading to swift bans on GitHub and GitLab, sparking a heated debate over platform policies, coordinated disclosure failures, and the broader breakdown of the bug‑bounty ecosystem.

Bug BountyGitHubGitLab
0 likes · 9 min read
From White‑Hat to Banned Outlaw: The Rapid Fall of a Security Researcher
AI Insight Log
AI Insight Log
May 26, 2026 · Frontend Development

How Taste Skill Gives AI‑Generated Front‑Ends Real Design Sense

Taste Skill, a 21.5k‑star GitHub project, adds a set of design rules that AI coding agents can follow, turning generic, “slop” front‑end pages into more aesthetically pleasing layouts by banning common pitfalls and offering adjustable parameters for variance, motion, and visual density.

AIFrontendGitHub
0 likes · 10 min read
How Taste Skill Gives AI‑Generated Front‑Ends Real Design Sense
IT Services Circle
IT Services Circle
May 26, 2026 · Industry Insights

8 Must‑See Trending GitHub Open‑Source Projects This Week

This article curates eight rapidly rising open‑source projects—ranging from AI research agents and code‑graph knowledge bases to terminal‑based code editors, AI‑engineered video tools, and offline TTS systems—highlighting their star growth, core capabilities, and practical use cases for developers and researchers.

AIAgentGitHub
0 likes · 9 min read
8 Must‑See Trending GitHub Open‑Source Projects This Week
Old Zhang's AI Learning
Old Zhang's AI Learning
May 26, 2026 · Artificial Intelligence

How Anthropic’s Finance Skills Power Real‑World CFO Workflows

This article breaks down Anthropic’s blog on using Claude for finance, extracts reusable Skills from the open‑source repository, explains the three core CFO workflows, shows how to mount the Skills in Claude Code, Cursor and GitHub Copilot, and provides a detailed guide for adapting the Skills to Chinese data sources.

AIAnthropicClaude
0 likes · 18 min read
How Anthropic’s Finance Skills Power Real‑World CFO Workflows
Geek Labs
Geek Labs
May 23, 2026 · Industry Insights

Top GitHub Projects: Claude Code Skill Library, PS5 Controller Tool, and Claude Desktop Client

This article introduces three popular GitHub projects—9arm-skills, a Claude Code skill script library with over 1k stars; DualSenseX DSX Steam Edition, a 640‑star tool that brings full PS5 DualSense functionality to PC; and Claude Mythos APP, a third‑party Claude desktop client with 577 stars—detailing their purpose, core features, installation steps, and target users.

AI assistantClaude CodeDesktop client
0 likes · 8 min read
Top GitHub Projects: Claude Code Skill Library, PS5 Controller Tool, and Claude Desktop Client
Black & White Path
Black & White Path
May 22, 2026 · Information Security

GitHub Breach Aftermath: Data Sold to LAPSUS$ for $95,000

After TeamPCP posted a $50,000 offer for 4,000 private GitHub repositories, the data was transferred to LAPSUS$, the price doubled to $95,000, and the breach highlighted a supply‑chain attack chain that now threatens infrastructure credentials and prompts urgent self‑audit steps.

GitHubInformation SecurityLAPSUS$
0 likes · 9 min read
GitHub Breach Aftermath: Data Sold to LAPSUS$ for $95,000
Geek Labs
Geek Labs
May 22, 2026 · Artificial Intelligence

Top GitHub Projects: AI Programming Language, Small‑Model Coding Tool, and Efficiency System

This article reviews three trending GitHub projects—ZeroLang, a C‑based AI‑agent programming language; smallcode, a 4B‑parameter coding assistant achieving 87% benchmark accuracy; and ECC, a comprehensive AI‑coding efficiency system with skills, instincts, memory optimization, and security scanning—detailing their design goals, core features, usage scenarios, and current adoption.

AI agentsAI codingECC
0 likes · 7 min read
Top GitHub Projects: AI Programming Language, Small‑Model Coding Tool, and Efficiency System
ITPUB
ITPUB
May 21, 2026 · Information Security

Malicious VS Code Extension Exposes 3,800 GitHub Private Repos, Hacker Sells Code for $50K

On May 20, GitHub disclosed that a compromised VS Code extension installed by an employee allowed the hacker group TeamPCP to steal credentials, clone roughly 3,800 private repositories, and list the source code for a $50,000 auction on the dark web, highlighting a severe software‑supply‑chain threat.

Credential TheftGitHubInformation Security
0 likes · 8 min read
Malicious VS Code Extension Exposes 3,800 GitHub Private Repos, Hacker Sells Code for $50K
IT Services Circle
IT Services Circle
May 21, 2026 · Information Security

Did the GitHub Breach Aim to ‘Fix’ Availability? Inside the TeamPCP Attack

In May 2026 GitHub disclosed that a malicious VS Code extension installed on an employee’s machine led to the theft of roughly 3,800 private repositories by the threat group TeamPCP, which demanded $50 k for the data, claimed the breach was about availability, and later expanded the campaign into a supply‑chain worm targeting PyPI packages and cloud credentials.

GitHubInformation SecuritySupply Chain Attack
0 likes · 8 min read
Did the GitHub Breach Aim to ‘Fix’ Availability? Inside the TeamPCP Attack
Geek Labs
Geek Labs
May 21, 2026 · Artificial Intelligence

Three Hot GitHub Projects: AI Video Editing, Local LLM Cluster, and Investment‑Agent

This article reviews three high‑profile open‑source GitHub projects—video-use for AI‑driven video editing, exo for building a local multi‑machine LLM cluster, and ai‑hedge‑fund that simulates 14 legendary investors with multi‑agent analysis—detailing their features, design principles, performance data, and usage instructions.

AI video editingGitHubOpen Source
0 likes · 13 min read
Three Hot GitHub Projects: AI Video Editing, Local LLM Cluster, and Investment‑Agent
Sohu Tech Products
Sohu Tech Products
May 20, 2026 · Artificial Intelligence

How Claude Code and BrowserAct Let AI Control Browsers with a Single Prompt

BrowserAct equips AI agents like Claude Code and Cursor with a reusable skill layer that can open pages, click buttons, fill forms, reuse login sessions, bypass anti‑automation checks, and return structured data, demonstrated through Amazon scraping, GitHub issue reading, smoke testing, and reusable Skill Forge workflows.

AI agentsBrowserActClaude Code
0 likes · 17 min read
How Claude Code and BrowserAct Let AI Control Browsers with a Single Prompt
SuanNi
SuanNi
May 18, 2026 · Industry Insights

2026 OpenClaw Autonomous Agent Development Whitepaper Released

The 2026 OpenClaw autonomous‑agent whitepaper, unveiled on May 20, highlights a paradigm shift in AI from chatbots to self‑running agents, showcases explosive GitHub growth surpassing React, details emerging security frameworks from NIST and ISACA, and surveys a rapidly expanding ecosystem of forks and academic papers.

AIGitHubOpenClaw
0 likes · 5 min read
2026 OpenClaw Autonomous Agent Development Whitepaper Released
21CTO
21CTO
May 17, 2026 · Industry Insights

Git Is Unprepared for the AI Agent Coding Surge

The rapid rise of AI agents generating pull requests is straining GitHub’s infrastructure, prompting industry leaders to analyze performance data, explore alternative Git clients like GitButler and Jujutsu, and consider upcoming Git 3 changes such as Reftable to address scalability challenges.

AIGitGit 3
0 likes · 10 min read
Git Is Unprepared for the AI Agent Coding Surge
Java Tech Enthusiast
Java Tech Enthusiast
May 16, 2026 · Industry Insights

Why the World’s Largest Open‑Source Platform Was Abandoned

The article traces SourceForge’s rise as the biggest open‑source hosting site, its decline after 2010, and how its download‑centric model was overtaken by GitHub’s fork‑and‑pull‑request approach, illustrating broader shifts in software collaboration.

GitHubSourceForgeVersion Control
0 likes · 7 min read
Why the World’s Largest Open‑Source Platform Was Abandoned
Wuming AI
Wuming AI
May 12, 2026 · Operations

How Two Custom Skills Eliminate Manual Photo Downloads

The article explains how the author packaged repetitive photo‑album download tasks into two Skills—alltuu-downloader and photoplus-downloader—so that an AI Agent can automatically fetch original images from cloud albums, saving users from clicking each picture individually.

AI agentGitHubSkill
0 likes · 6 min read
How Two Custom Skills Eliminate Manual Photo Downloads
21CTO
21CTO
May 10, 2026 · Industry Insights

Why GitHub’s Reliability Issues Are Driving Users Away

GitHub’s uptime has fallen sharply, with hundreds of incidents—including dozens of major outages—largely fueled by AI‑driven code generation, prompting high‑profile users to migrate, leadership to prioritize availability, and a costly overhaul of capacity and architecture.

AI-driven developmentGitHubGitHub Actions
0 likes · 11 min read
Why GitHub’s Reliability Issues Are Driving Users Away
Geek Labs
Geek Labs
May 10, 2026 · Industry Insights

152 Claude Code Skills: The Ultimate Compliance Documentation Toolkit for Automotive Engineers

An open‑source Automotive Engineering Suite on GitHub offers 152 installable Claude Code skills—paired builder and reviewer modules—that automate the creation of structured compliance documents and KPI dashboards across the full automotive lifecycle, covering standards such as ISO 26262, ISO 21434, and AUTOSAR.

AIAutomotive EngineeringClaude
0 likes · 6 min read
152 Claude Code Skills: The Ultimate Compliance Documentation Toolkit for Automotive Engineers
ITPUB
ITPUB
May 8, 2026 · Artificial Intelligence

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

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

AI EngineeringAI agentsDatabase Skills
0 likes · 16 min read
How Oracle Skills Open Source Signals the Rise of the AI Skill Era
Geek Labs
Geek Labs
May 6, 2026 · Artificial Intelligence

Build a GPT from Scratch and Decode AI Coding Jargon with Two Top GitHub Projects

The article introduces two practical GitHub repositories—how-to-train-your-gpt, a step‑by‑step guide that builds a LLaMA‑style GPT model across 12 chapters, and dictionary-of-ai-coding, a plain‑language glossary of AI‑coding terms—showing how they together provide a complete understanding of modern LLM fundamentals and terminology.

AIGPTGitHub
0 likes · 9 min read
Build a GPT from Scratch and Decode AI Coding Jargon with Two Top GitHub Projects
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
May 5, 2026 · Artificial Intelligence

LLMBeginner: A Project‑Based Roadmap for Zero‑Base Mastery of Large Language Models

The LLMBeginner project from the MLNLP community offers a staged, project‑oriented learning path—covering big‑picture concepts, deep learning and reinforcement learning fundamentals, LLM theory and practice, and agent development—to guide beginners from fragmented resources to systematic mastery, with both concise and detailed versions hosted on GitHub.

AgentGitHubLLM
0 likes · 5 min read
LLMBeginner: A Project‑Based Roadmap for Zero‑Base Mastery of Large Language Models
IT Services Circle
IT Services Circle
May 5, 2026 · Artificial Intelligence

The 100k‑Star CLAUDE.md Rule File That Eliminates Common AI Coding Bad Habits

This article explains how a popular CLAUDE.md rule file with over 100 k stars introduces four concise principles—Think Before Coding, Simplicity First, Surgical Changes, and Goal‑Driven Execution—to curb AI coding agents' over‑assumptions, reduce unnecessary complexity, and improve code quality, along with installation instructions and user feedback.

AI coding assistantsCLAUDE.mdGitHub
0 likes · 5 min read
The 100k‑Star CLAUDE.md Rule File That Eliminates Common AI Coding Bad Habits
Geek Labs
Geek Labs
May 5, 2026 · Industry Insights

Essential Free API and Programming Book Collections Every Developer Should Know

This article introduces two highly popular GitHub repositories—public-apis, a curated list of over 1,500 free public APIs, and free-programming-books, a massive collection of free programming books and courses—detailing their categories, popularity metrics, and why they are indispensable resources for developers.

GitHubdeveloper resourcesfree APIs
0 likes · 4 min read
Essential Free API and Programming Book Collections Every Developer Should Know
AI Architecture Path
AI Architecture Path
May 5, 2026 · Artificial Intelligence

OpenAI’s Symphony Automates AI Coding Tasks – 7×24 Execution and 500% PR Boost

OpenAI’s open‑source Symphony re‑imagines AI‑assisted coding by turning Linear issue boards into autonomous Agent workspaces that run 24/7, letting engineers focus on task definition and result approval while delivering up to a 500 % increase in merged PRs and dramatically lowering the barrier to AI‑generated code.

AI agentsCodexGitHub
0 likes · 14 min read
OpenAI’s Symphony Automates AI Coding Tasks – 7×24 Execution and 500% PR Boost
Java Tech Enthusiast
Java Tech Enthusiast
May 3, 2026 · Artificial Intelligence

How a 100k‑Star CLAUDE.md Rule File Eliminates Common AI Coding Bad Habits

The CLAUDE.md rule file, now with over 100k stars on GitHub, defines four concise principles that guide AI coding assistants like Claude Code and Cursor to think before coding, stay simple, make surgical changes, and execute goal‑driven verification, dramatically improving code quality and developer efficiency.

AI coding assistantCLAUDE.mdClaude
0 likes · 7 min read
How a 100k‑Star CLAUDE.md Rule File Eliminates Common AI Coding Bad Habits
21CTO
21CTO
May 2, 2026 · Industry Insights

Microsoft Open‑Sources the Earliest 86‑DOS 1.0 Code – A Historic Look

To mark the 45th anniversary of DOS, Microsoft has open‑sourced the original 86‑DOS 1.00 kernel, early PC‑DOS snapshots, classic utilities like CHKDSK, and Tim Paterson’s handwritten notes, providing researchers and educators with a rare, fully documented view of the OS that became the foundation of MS‑DOS.

86-DOSGitHubMS-DOS
0 likes · 8 min read
Microsoft Open‑Sources the Earliest 86‑DOS 1.0 Code – A Historic Look
Su San Talks Tech
Su San Talks Tech
May 2, 2026 · Artificial Intelligence

Why GPT-Image-2 Outshines Nano Banana in Every Way

The article reviews the full release of GPT-Image-2, showcases dozens of Chinese prompt examples that generate travel guides, recipe flowcharts, scientific infographics, portrait photography, and Chinese‑style posters, and distills five practical prompt‑engineering rules while linking to a popular GitHub prompt repository.

AI image generationChinese promptsGPT Image 2
0 likes · 18 min read
Why GPT-Image-2 Outshines Nano Banana in Every Way
Geek Labs
Geek Labs
May 2, 2026 · Artificial Intelligence

5 Practical Open‑Source AI Tools for Design, Blogging, Prototyping, and Product Analytics

This article introduces five open‑source AI‑powered tools—huashu‑design for high‑fidelity design generation, Kami for elegant static blogs, open‑codesign for multi‑model prototyping, agents‑md for professional AI coding assistance, and PostHog for self‑hosted product analytics—detailing their core features, usage steps, and ideal users.

AI designGitHubOpen Source
0 likes · 9 min read
5 Practical Open‑Source AI Tools for Design, Blogging, Prototyping, and Product Analytics
Machine Heart
Machine Heart
Apr 29, 2026 · Industry Insights

Why the 52k‑Star Ghostty Is Leaving GitHub After 18 Years

Ghostty, the popular open‑source terminal with over 52 000 stars, is migrating away from GitHub because frequent platform outages—especially a two‑hour GitHub Actions failure—have crippled the maintainer’s workflow, prompting a broader developer backlash over GitHub’s shift toward AI‑driven growth at the expense of reliability.

Developer ExperienceGhosttyGitHub
0 likes · 8 min read
Why the 52k‑Star Ghostty Is Leaving GitHub After 18 Years
CodeTrend
CodeTrend
Apr 28, 2026 · Industry Insights

CodeTrend Daily Report – Top GitHub Repositories (April 28 2026)

The CodeTrend daily report spotlights the most‑starred GitHub projects added today, this week and this month across languages, highlighting hot repos such as Claude‑Code tools, VibeVoice, FinceptTerminal, and a range of AI, finance, and developer utilities.

CGitHubOpen Source
0 likes · 50 min read
CodeTrend Daily Report – Top GitHub Repositories (April 28 2026)
AI Explorer
AI Explorer
Apr 28, 2026 · Artificial Intelligence

Open‑Source Skill Pack that Helps AI Engineers Tame Large‑Model Code Assistants

The article introduces the open‑source project mattpocock/skills, which equips developers with interactive “grill” commands to interrogate AI code assistants, align expectations, use a shared ubiquitous language, and integrate the skills in under 30 seconds, aiming to close the communication gap between engineers and large‑model generators.

AI code assistantsGitHubopen-source tools
0 likes · 5 min read
Open‑Source Skill Pack that Helps AI Engineers Tame Large‑Model Code Assistants
AI Explorer
AI Explorer
Apr 27, 2026 · Artificial Intelligence

Single-File Hack Boosts Claude Code (92k★) with Four Senior‑Engineer Principles

The author presents a one‑file “CLAUDE.md” that, based on Andrej Karpathy’s four LLM coding pain points, rewrites Claude Code’s behavior using four concrete principles—think before coding, prioritize simplicity, make scalpel‑like edits, and drive execution with tests—turning AI from a noisy intern into a senior‑engineer‑like coder, and explains how to install it.

AI Code GenerationClaude CodeGitHub
0 likes · 6 min read
Single-File Hack Boosts Claude Code (92k★) with Four Senior‑Engineer Principles
macrozheng
macrozheng
Apr 27, 2026 · Artificial Intelligence

Unlock Claude Code’s Full Potential with the 46k‑Star Best‑Practice Repo

This article introduces the open‑source "claude-code-best-practice" repository, which aggregates core concepts, popular features, development workflows, and 87 concrete tips for Claude Code, helping both newcomers and experienced users fully leverage the AI coding assistant.

AI coding assistantBest PracticesClaude Code
0 likes · 4 min read
Unlock Claude Code’s Full Potential with the 46k‑Star Best‑Practice Repo
Machine Heart
Machine Heart
Apr 26, 2026 · Artificial Intelligence

AI‑Powered Bot ClawSweeper Closes 4,000 OpenClaw Issues in One Day

The article details ClawSweeper, an AI‑driven maintenance bot for OpenClaw that scans and automatically closes thousands of stale issues and pull requests each day, explains its decision criteria, workflow, rate‑limit constraints, and how it turns the README into a live dashboard.

AICodexGitHub
0 likes · 7 min read
AI‑Powered Bot ClawSweeper Closes 4,000 OpenClaw Issues in One Day
Java Companion
Java Companion
Apr 25, 2026 · Artificial Intelligence

How draw.io’s New Claude Code Integration Lets You Generate Diagrams Automatically

draw.io (diagrams.net) now offers an official Claude Code integration via the open‑source drawio‑mcp project, providing four ways for AI to generate and export diagrams—directly in chat, in a browser editor, through a Claude Code skill, or via zero‑install project instructions—while supporting multiple file formats and a 10,000‑plus shape library.

AI integrationClaude AIGitHub
0 likes · 10 min read
How draw.io’s New Claude Code Integration Lets You Generate Diagrams Automatically
21CTO
21CTO
Apr 24, 2026 · Operations

GitHub Outage Hits Copilot, Webhooks, Actions and PR Merge Queue

In the early hours of April 24, 2024, GitHub suffered a global outage that knocked out Copilot, Webhooks, and Actions, later exposing a regression bug in the Pull Request merge queue that caused incorrect merges, with full service restoration completed by 05:43.

ActionsGitHubPull Request
0 likes · 4 min read
GitHub Outage Hits Copilot, Webhooks, Actions and PR Merge Queue
Geek Labs
Geek Labs
Apr 23, 2026 · Artificial Intelligence

7 Must‑Watch Open‑Source Prompt Libraries for AI Image and Video Generation (2025‑2026)

From the rapid rise of prompt‑engineering in 2025‑2026, this article reviews seven standout open‑source GitHub repositories—covering Nano Banana Pro, GPT‑Image‑2, multi‑model prompts, and video generation—detailing their stars, content structure, multilingual support, and ideal use cases for creators.

AI prompt engineeringGitHubNano Banana Pro
0 likes · 14 min read
7 Must‑Watch Open‑Source Prompt Libraries for AI Image and Video Generation (2025‑2026)
Java Backend Technology
Java Backend Technology
Apr 22, 2026 · Artificial Intelligence

Why a 200‑Line Markdown File Got 45K Stars: Lessons for LLM‑Assisted Coding

The article examines how a tiny 200‑line CLAUDE.md file created by Forrest Chang exploded to over 45,000 GitHub stars by distilling Andrej Karpathy’s critique of LLM coding into four concrete guidelines, explains why the timing, ecosystem, and community adoption made it viral, and shows how developers can integrate and evaluate the rules in their own projects.

AI codingBest PracticesClaude
0 likes · 11 min read
Why a 200‑Line Markdown File Got 45K Stars: Lessons for LLM‑Assisted Coding
Black & White Path
Black & White Path
Apr 22, 2026 · Information Security

One‑Line Skill that Instantly Analyzes WeChat Mini‑Programs

This article presents a hybrid script‑plus‑LLM Skill that automates decompilation, interface extraction, sensitive data discovery, encryption analysis, and vulnerability assessment for WeChat mini‑programs, showing a step‑by‑step workflow, agent architecture, example results, and a GitHub implementation that reduces analysis time to about 20‑30 minutes.

GitHubLLM automationWeChat Mini Program
0 likes · 7 min read
One‑Line Skill that Instantly Analyzes WeChat Mini‑Programs
BirdNest Tech Talk
BirdNest Tech Talk
Apr 20, 2026 · Artificial Intelligence

Can AI Agents Fully Automate Medium‑Complex GitHub Issues in 10 Minutes?

This article analyzes how the AutoResearch method pioneered by Andrej Karpathy was adapted to software development, detailing three key enhancements—multi‑agent cross‑review, a five‑dimensional scoring system, and feedback‑driven iteration—that enable a fully autonomous pipeline capable of completing a medium‑complexity issue in about ten minutes with a 9.0/10 code quality score.

AI agentsGitHubauto code generation
0 likes · 18 min read
Can AI Agents Fully Automate Medium‑Complex GitHub Issues in 10 Minutes?
AI Open-Source Efficiency Guide
AI Open-Source Efficiency Guide
Apr 20, 2026 · Game Development

Build an Indie Game in 5 Days with Claude Code Game Studios’ 49 AI Agents

Claude Code Game Studios is a virtual game‑studio framework that assembles 49 AI agents, 72 slash commands, and 12 automation hooks to automate the entire game‑development pipeline—from concept brainstorming to release—cutting a typical two‑week design phase down to 2‑3 days and supporting Unity, Unreal, and Godot.

AI agentsClaude CodeGame Development
0 likes · 11 min read
Build an Indie Game in 5 Days with Claude Code Game Studios’ 49 AI Agents
Java Tech Enthusiast
Java Tech Enthusiast
Apr 17, 2026 · Artificial Intelligence

Unlock Claude Code Mastery: 86+ Proven Practices & Workflow Comparisons

The article reviews the popular GitHub repository "claude-code-best-practice," detailing its systematic guide, over 86 practical tips, feature tracking, side‑by‑side workflow comparisons, and step‑by‑step usage instructions to help developers adopt Claude Code efficiently.

AI developmentBest PracticesClaude Code
0 likes · 7 min read
Unlock Claude Code Mastery: 86+ Proven Practices & Workflow Comparisons
IT Services Circle
IT Services Circle
Apr 17, 2026 · Information Security

Why Your API Keys Are Leaking on GitHub and How to Stop It

Developers often hard‑code AI service API keys in code or .env files, unintentionally push them to public GitHub repositories, leading to massive credential leaks, costly abuse, and security incidents, while tools like apiradar.live can monitor and alert on such exposures.

AI servicesAPI SecurityDevOps
0 likes · 5 min read
Why Your API Keys Are Leaking on GitHub and How to Stop It
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
Java Tech Enthusiast
Java Tech Enthusiast
Apr 15, 2026 · Information Security

Why Your API Keys Are Leaking on GitHub and How to Stop It

Developers often store dozens of AI service API keys in .env files or hard‑code them, which can accidentally be committed to public GitHub repositories, leading to massive credential exposure, unexpected billing, and security breaches; this article explains the risks, real‑world examples, statistics, and practical steps to protect your keys.

API SecurityGitHubInformation Security
0 likes · 4 min read
Why Your API Keys Are Leaking on GitHub and How to Stop It
AI Engineering
AI Engineering
Apr 12, 2026 · Artificial Intelligence

Turning Andrej Karpathy’s Coding Insights into a Claude.md Guide

The article explains how Andrej Karpathy’s observations on large‑model coding failures were encoded into a CLAUDE.md file that defines four concrete principles for Claude Code, shows how to use it, and reports noticeable improvements from user feedback.

AI codingAndrej KarpathyClaude
0 likes · 3 min read
Turning Andrej Karpathy’s Coding Insights into a Claude.md Guide
AI Explorer
AI Explorer
Apr 12, 2026 · Backend Development

Generate Viral Reddit Videos with a Single Command Using RedditVideoMakerBot

This article introduces RedditVideoMakerBot, an open‑source Python tool that automates fetching hot Reddit posts, creating TTS narration, adding background media, and producing a final video file without manual editing, and provides setup instructions and future feature ideas.

GitHubOpen SourcePython
0 likes · 4 min read
Generate Viral Reddit Videos with a Single Command Using RedditVideoMakerBot
Architect's Guide
Architect's Guide
Apr 12, 2026 · Fundamentals

Why 7‑Zip Beats WinRAR: License, Features, and Compression Ratio Explained

The article explains that 7‑Zip is an open‑source compression program released under GNU LGPL (with AES under BSD and unRAR under dual licenses), highlights its key features, compares its compression ratios to WinRAR using Firefox and Google Earth files, and provides the GitHub repository link.

7-ZipFile CompressionGitHub
0 likes · 3 min read
Why 7‑Zip Beats WinRAR: License, Features, and Compression Ratio Explained
Machine Heart
Machine Heart
Apr 10, 2026 · Artificial Intelligence

MiniMax’s New Model Generates 20‑Second Covers in Any Style

MiniMax’s latest update introduces a Cover feature that transforms any song into a new style within 20 seconds, alongside the Music 2.6 model which boosts speed, expands instrument variety and enhances mid‑low‑frequency quality, with open‑source Music Skills and playlist agents enabling fully controllable AI‑generated music.

AI musicCover featureGitHub
0 likes · 8 min read
MiniMax’s New Model Generates 20‑Second Covers in Any Style
IT Services Circle
IT Services Circle
Apr 10, 2026 · Artificial Intelligence

Unlock Claude Code Mastery: 86+ Tips, Workflows, and Best‑Practice Repo Review

The article reviews the popular GitHub repository claude-code-best-practice, detailing its systematic Claude Code guide, over 86 practical tips, a comparison of ten+ development workflows, key features like Hot Features, Ultraplan, Auto Mode, and provides step‑by‑step instructions for cloning, exploring templates, and selecting the workflow that best fits your development style.

Claude CodeGitHubOpen Source
0 likes · 7 min read
Unlock Claude Code Mastery: 86+ Tips, Workflows, and Best‑Practice Repo Review
Sohu Tech Products
Sohu Tech Products
Apr 8, 2026 · Artificial Intelligence

Turn GitHub Repo Search into an AI Skill: A Step‑by‑Step Guide

This article walks through creating an AI skill that leverages natural‑language queries to search GitHub repositories, explains how the skill parses input, applies synonym expansion and relevance filtering, and presents results in a table with stars, license and links, all demonstrated with a live example.

AIGitHubNatural Language Search
0 likes · 4 min read
Turn GitHub Repo Search into an AI Skill: A Step‑by‑Step Guide
AI Explorer
AI Explorer
Apr 7, 2026 · Artificial Intelligence

How ‘System Prompts Leaks’ Uncovers the Core Prompts of ChatGPT, Claude, Gemini

The open‑source ‘System Prompts Leaks’ project extracts and publishes the hidden system prompts of major LLMs such as ChatGPT, Claude and Gemini, offering version‑specific markdown files that let developers and researchers compare underlying model policies, safety rules and prompt‑engineering constraints.

AI transparencyGitHubLLM
0 likes · 8 min read
How ‘System Prompts Leaks’ Uncovers the Core Prompts of ChatGPT, Claude, Gemini
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Apr 7, 2026 · Artificial Intelligence

One‑Click White‑Label ClaudeCode: Custom Commands, Startup Screen, and Isolated Config via a Reusable Skill

The article explains how the author built a reusable Skill that automates the creation of a white‑labeled ClaudeCode CLI, allowing custom branding, commands, startup animation, third‑party API integration, and configuration isolation, while avoiding the pitfalls of manual source modification.

AI CLIClaudeCustomization
0 likes · 6 min read
One‑Click White‑Label ClaudeCode: Custom Commands, Startup Screen, and Isolated Config via a Reusable Skill
AI Architecture Path
AI Architecture Path
Apr 7, 2026 · Frontend Development

Boost AI‑Generated UI Consistency with the Awesome DESIGN.md Repository

The article introduces the open‑source VoltAgent/awesome-design‑md GitHub repository, explains how its DESIGN.md markdown design system enables AI‑friendly, zero‑cost reuse of major‑brand UI specifications, outlines its nine core modules, categorizes templates for various product types, and provides step‑by‑step guidance for quick integration into frontend projects.

AIDesign SystemFrontend
0 likes · 10 min read
Boost AI‑Generated UI Consistency with the Awesome DESIGN.md Repository
AI Engineering
AI Engineering
Apr 6, 2026 · Artificial Intelligence

How Google’s Open‑Source Agent Skills Tackle AI Laziness

The article introduces Addy Osmani’s open‑source Agent Skills, a 19‑skill package that embeds Google’s engineering constraints into AI programming tools, providing commands for each development phase and a built‑in “no‑excuse” table to prevent AI from skipping specs, tests, and reviews.

AI agentsAddy OsmaniGitHub
0 likes · 3 min read
How Google’s Open‑Source Agent Skills Tackle AI Laziness
AI Architecture Path
AI Architecture Path
Apr 6, 2026 · Industry Insights

Why .skill AI Modules Are Exploding: A Complete Guide to Building and Using Persona Skills

The article surveys the rapid rise of .skill‑based personalized AI modules on GitHub, categorizes dozens of open‑source projects across workplace, emotional, family, and self‑digitalization scenarios, explains their core capabilities, provides step‑by‑step setup instructions, and outlines ethical and compliance considerations.

AIEthicsGitHub
0 likes · 10 min read
Why .skill AI Modules Are Exploding: A Complete Guide to Building and Using Persona Skills
AI Explorer
AI Explorer
Apr 5, 2026 · Artificial Intelligence

Uncovering Hidden System Prompts of Major AI Models

A newly popular GitHub repository, system_prompts_leaks, aggregates and publishes the hidden system prompts of leading AI chatbots such as ChatGPT, Claude, and Gemini, offering unprecedented transparency, learning material, and research insight while rapidly climbing the platform's trending list.

AI transparencyChatGPTClaude
0 likes · 6 min read
Uncovering Hidden System Prompts of Major AI Models
AI Engineering
AI Engineering
Apr 2, 2026 · Artificial Intelligence

Cut Claude Code’s Fluff with 8 Lines: Slash Output Tokens by 63%

By adding an eight‑line CLAUDE.md file that suppresses polite openings, repetitions, and unnecessary explanations, developers reduced Claude Code’s output token count by 63% without losing information, achieving up to 75% shorter code reviews and 64% shorter concept explanations, as verified by independent benchmarks.

ClaudeGitHubLLM prompt
0 likes · 4 min read
Cut Claude Code’s Fluff with 8 Lines: Slash Output Tokens by 63%
21CTO
21CTO
Apr 1, 2026 · Information Security

What the Claude Code Leak Reveals About Build‑Pipeline Security

A security researcher uncovered a massive Claude Code source leak caused by an npm map file, leading to a public GitHub repository with over 1,900 TypeScript files, prompting analysis of the mistake, Anthropic’s response, and the broader implications for software supply‑chain security.

AnthropicClaude CodeGitHub
0 likes · 5 min read
What the Claude Code Leak Reveals About Build‑Pipeline Security
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
Java Backend Technology
Java Backend Technology
Mar 30, 2026 · Artificial Intelligence

30+ Real‑World OpenClaw Use Cases to Supercharge Your AI Automation

This article introduces the awesome‑openclaw‑usecases GitHub repository, which curates over thirty practical AI‑agent workflows—spanning social media, creative projects, DevOps, productivity, research, and finance—and explains how to explore the markdown files and apply the examples to your own OpenClaw setup.

DevOpsGitHubOpenClaw
0 likes · 6 min read
30+ Real‑World OpenClaw Use Cases to Supercharge Your AI Automation
Black & White Path
Black & White Path
Mar 27, 2026 · Information Security

Leaked Hacker Tools Threaten Hundreds of Millions of iPhones

Security researchers have uncovered that the advanced iPhone jailbreak tools Coruna and DarkSword were leaked online, exposing over 2.5 billion Apple devices running iOS 13‑26 to potential data theft, and the article details the tools’ capabilities, attack chain, source origins, GitHub release, and mitigation steps such as updating iOS and enabling Lockdown Mode.

CorunaDarkSwordGitHub
0 likes · 8 min read
Leaked Hacker Tools Threaten Hundreds of Millions of iPhones
21CTO
21CTO
Mar 26, 2026 · Industry Insights

GitHub Will Harvest Your Copilot Data to Train AI – What Developers Need to Know

Starting April 24, GitHub will collect user interaction data—including code inputs, outputs, snippets, context, comments, repository structure, and feedback—to train its AI models, affecting Copilot Free, Pro, and Pro+ users while offering an opt‑out option via settings, and mirroring similar policies at Anthropic, JetBrains, and Microsoft.

AI trainingData PrivacyGitHub
0 likes · 4 min read
GitHub Will Harvest Your Copilot Data to Train AI – What Developers Need to Know
Wuming AI
Wuming AI
Mar 26, 2026 · Artificial Intelligence

Visualizing Claude Code Team Workflows: A Deep Dive into claude-code-templates and Claude‑HUD

The article examines the visibility challenges of Claude Code's Team mode, introduces a command‑line visualization tool and a lightweight HUD, demonstrates their UI layouts and real‑world test with a Six Thinking Hats team, and discusses the broader implications for multi‑agent collaboration monitoring.

Agent TeamsClaude CodeGitHub
0 likes · 6 min read
Visualizing Claude Code Team Workflows: A Deep Dive into claude-code-templates and Claude‑HUD
Java Architect Handbook
Java Architect Handbook
Mar 26, 2026 · Artificial Intelligence

30+ Real-World OpenClaw Use Cases: Automate Tasks with AI Agents

This article introduces the open-source "awesome-openclaw-usecases" repository, which curates over thirty practical AI agent workflows across six functional modules—social media, creative building, infrastructure & DevOps, productivity, research & learning, and finance—providing step‑by‑step guidance and example configurations for each use case.

AI agentsGitHubOpenClaw
0 likes · 8 min read
30+ Real-World OpenClaw Use Cases: Automate Tasks with AI Agents
AI Open-Source Efficiency Guide
AI Open-Source Efficiency Guide
Mar 26, 2026 · Artificial Intelligence

5 Claude Code Open‑Source Tools That Gained 7K+ Stars in 5 Days and Double AI Coding Efficiency

This article reviews five rapidly popular Claude Code ecosystem projects—skills, dbskill, codebase-to-course, claude‑peers‑mcp, and claude‑plugin‑weixin—detailing their core features, installation commands, usage examples, and why they collectively signal a booming AI programming tool market.

AI programmingClaude CodeGitHub
0 likes · 14 min read
5 Claude Code Open‑Source Tools That Gained 7K+ Stars in 5 Days and Double AI Coding Efficiency
macrozheng
macrozheng
Mar 25, 2026 · Industry Insights

Explore 30+ Real-World OpenClaw Use Cases to Boost Your AI Automation

This article introduces the open-source "awesome-openclaw-usecases" repository, which curates over 30 practical OpenClaw scenarios across social media, creativity, DevOps, productivity, research, and finance, providing step-by-step instructions and examples to help users quickly adopt AI-driven automation.

AI automationDevOpsGitHub
0 likes · 6 min read
Explore 30+ Real-World OpenClaw Use Cases to Boost Your AI Automation
Geek Labs
Geek Labs
Mar 24, 2026 · Industry Insights

9 Must‑See GitHub Projects: MacBook‑Run LLM, WeChat AI, Multi‑Agent Collaboration and More

This article reviews nine standout GitHub open‑source projects, covering a C/Metal LLM engine for MacBooks, a Claude Code commercial‑analysis skill, multi‑agent communication tools, web‑enabled AI, autonomous research automation, WeChat AI integration, a minimalist terminal, a Codex console, and a lightweight WARP proxy.

AIDockerGitHub
0 likes · 10 min read
9 Must‑See GitHub Projects: MacBook‑Run LLM, WeChat AI, Multi‑Agent Collaboration and More
Black & White Path
Black & White Path
Mar 21, 2026 · Artificial Intelligence

When AI Coding Agents Get PUA'd: Unexpected Performance Gains

A developer created a "pua" plugin that injects big‑tech management scripts into AI coding agents, enforcing three strict rules and escalating pressure levels, and experiments show it boosts bug‑fix count by 36%, verification runs by 65%, and tool usage by 50%, even uncovering hidden configuration issues.

AI coding agentClaudeGitHub
0 likes · 5 min read
When AI Coding Agents Get PUA'd: Unexpected Performance Gains
Black & White Path
Black & White Path
Mar 21, 2026 · Information Security

GhostClaw/GhostLoader Malware Deep Dive: GitHub Repo and AI Workflow Attacks on macOS

The report details how the GhostClaw/GhostLoader campaign leverages trusted GitHub repositories and AI‑assisted development workflows to deliver a multi‑stage macOS payload that steals credentials, contacts a single C2 domain, and establishes persistence, while providing blue‑team detection and mitigation guidance.

AI workflowCredential TheftGitHub
0 likes · 18 min read
GhostClaw/GhostLoader Malware Deep Dive: GitHub Repo and AI Workflow Attacks on macOS
AI Explorer
AI Explorer
Mar 20, 2026 · Artificial Intelligence

Agency Agents: A Multi‑Specialist AI Team for Development and Marketing

The Agency Agents project on GitHub showcases a lightweight, shell‑script‑driven collection of specialized AI agents that act as a virtual company, offering developers and creators a fast way to access front‑end, community, creative, and reality‑checking expertise.

AI multi‑agent systemAI workflowAgency Agents
0 likes · 7 min read
Agency Agents: A Multi‑Specialist AI Team for Development and Marketing
AndroidPub
AndroidPub
Mar 19, 2026 · Frontend Development

How to Turn a Brilliant App Idea into a Live Product in 5 Free-Tool Steps

This guide walks developers through a five-step, zero‑cost workflow—using AI‑driven design, code generation, backend integration, Git versioning, and Vercel deployment—to transform a concept into a functional web or mobile app without extensive coding expertise.

AI developmentDeploymentFrontend
0 likes · 8 min read
How to Turn a Brilliant App Idea into a Live Product in 5 Free-Tool Steps
Black & White Path
Black & White Path
Mar 17, 2026 · Artificial Intelligence

Supercharge OpenClaw with Skills: A Complete Usage Guide

This guide explains what OpenClaw Skills are, why they matter, how to install and enable them, how to create custom Skills, and highlights the curated Awesome-openclaw-skills repository that categorizes thousands of high-quality Skills for AI agents, plus practical tips for combining and optimizing them.

AI agentCLIGitHub
0 likes · 7 min read
Supercharge OpenClaw with Skills: A Complete Usage Guide
SuanNi
SuanNi
Mar 12, 2026 · Operations

How OpenAI’s AI‑Powered Workflow Boosted PR Merges by 45%

OpenAI’s open‑source Agents SDK demonstrates how converting engineer expertise into machine‑readable rules, Skill packages, and GitHub Actions can fully automate verification, testing, and release review, raising code‑merge throughput by 45% without adding staff and handling millions of downloads.

AIGitHubOpenAI
0 likes · 13 min read
How OpenAI’s AI‑Powered Workflow Boosted PR Merges by 45%
ShiZhen AI
ShiZhen AI
Mar 12, 2026 · Operations

The Lifesaving Backup Trick 99% of OpenClaw Users Miss

This guide shows how to protect your OpenClaw configuration by treating the ~/.openclaw directory as a snapshot, using a private GitHub repository for secure, versioned backups that let you roll back, recover from loss, or migrate to a new machine in minutes.

GitGitHubOpenClaw
0 likes · 14 min read
The Lifesaving Backup Trick 99% of OpenClaw Users Miss
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Mar 9, 2026 · Artificial Intelligence

How a Half‑Hour Skill Pack Turned Claude Code into a One‑Click Book Translator

The author shows how a quick GitHub search uncovered LinguaGacha, which combined with Claude Code enabled fast, consistent translation of 130 k‑word books, and how packaging the workflow as a reusable Skill saved hours and turned the process into a single‑command operation.

AI workflowClaude CodeGitHub
0 likes · 15 min read
How a Half‑Hour Skill Pack Turned Claude Code into a One‑Click Book Translator
AI Architecture Path
AI Architecture Path
Mar 9, 2026 · Artificial Intelligence

How Superpowers Transforms AI Coding into an Engineered Workflow

This article explains the common pitfalls of AI‑generated code, introduces the open‑source Superpowers framework that enforces a structured, test‑driven workflow, details its core skills and mandatory steps, shows cross‑platform installation for Claude Code, Codex and OpenCode, and offers practical tips for effective AI development.

AI developmentAgent workflowGitHub
0 likes · 12 min read
How Superpowers Transforms AI Coding into an Engineered Workflow
Black & White Path
Black & White Path
Mar 7, 2026 · Industry Insights

Why OpenAI Is Building a GitHub Rival After Repeated Outages

OpenAI, frustrated by GitHub's recurring outages, is secretly developing its own code‑hosting platform to directly challenge GitHub, integrate AI natively, and reshape the developer ecosystem, while navigating a delicate competitive relationship with Microsoft.

AI integrationGitHubIndustry competition
0 likes · 8 min read
Why OpenAI Is Building a GitHub Rival After Repeated Outages
IT Services Circle
IT Services Circle
Mar 4, 2026 · Artificial Intelligence

30 Real-World OpenClaw AI Agent Use Cases You Can Deploy Today

The article introduces the open‑source "awesome-openclaw-usecases" repository, showcasing 30 practical AI agent scenarios across social media, creative development, DevOps, productivity, research, and finance, and explains how to access and run these examples, including a detailed Daily Reddit Digest workflow.

AI agentDevOpsGitHub
0 likes · 8 min read
30 Real-World OpenClaw AI Agent Use Cases You Can Deploy Today
Old Meng AI Explorer
Old Meng AI Explorer
Mar 4, 2026 · Industry Insights

Three Open‑Source Gems: AI Toolkit, Enterprise AI Platform, and Kinship Calculator

Discover three standout open‑source GitHub projects—a comprehensive AI engineering toolkit for large‑model development, the MaxKB enterprise‑grade AI platform with one‑click deployment and knowledge‑base features, and a Chinese relationship calculator that simplifies kinship titles—each offering practical demos, URLs, and real‑world use cases.

AI ToolkitGitHubKnowledge Base
0 likes · 7 min read
Three Open‑Source Gems: AI Toolkit, Enterprise AI Platform, and Kinship Calculator
Old Meng AI Explorer
Old Meng AI Explorer
Mar 1, 2026 · Industry Insights

Three Must‑Try Open‑Source Projects: AI Stock Analyzer, Awesome Navigator, and MetaGPT

This article introduces three rapidly rising GitHub open‑source projects—a LLM‑driven stock analysis tool, the massive "awesome" curated list, and the MetaGPT AI development framework—detailing their core features, deployment requirements, and why they offer low‑cost, high‑utility solutions for both beginners and seasoned developers.

AIAwesome ListGitHub
0 likes · 7 min read
Three Must‑Try Open‑Source Projects: AI Stock Analyzer, Awesome Navigator, and MetaGPT