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Startup Courses

Mentalok Vibe Coding & Tech Startup Course

Learn to use Cursor AI and other tools to generate production-ready code without deep technical expertise.

Online Courses

Python for Office Data Processing

Learn how to use Python for basic statistical analysis, utilize Vibe Coding to collaborate with AI, and automatically generate analysis reports and automated tasks.

Python for Advanced Data Analysis & Machine Learning

This course is the advanced version of the Python Starter class, focusing on complex data models, interactive visualizations, and an introduction to Deep Learning.

Python AI Applications & Deep Learning

Designed for professionals looking to apply cutting-edge AI technology to their daily work, covering deep practices from ML theory to LLM architectures.

Machine learning and AI Starter Course

A beginner-friendly introduction to Machine Learning concepts and practical AI applications.

Physical Courses

Arduino/ESP32 IoT Product Development Course

Learn to design, program, and prototype IoT devices using Arduino and various sensors.

Engineering

shadcn-ui

Implement shadcn/ui components: installation, Vite/TanStack Router configuration, CLI command management, and Tailwind CSS integration.

Introduction
Installation
Daily Activity

Installation

Agent type

Claude CodeCodex CLIGemini CLIOpenCodeOpenClawGitHub CopilotCursorWindsurfClineRoo CodeKiroJunieAugment CodeWarpGoose

Claude Code

Install Command (macOS)

curl -fsSL "https://mentalok.io/api/v1/skills/shadcn-ui/install?os=mac&agent=claude" | bash

Install Command (Windows)

curl -L "https://mentalok.io/api/v1/skills/shadcn-ui/install?os=windows&agent=claude" -o install-shadcn-ui.bat && install-shadcn-ui.bat

Download Installer

macOS

https://mentalok.io/api/v1/skills/shadcn-ui/install?os=mac&agent=claude

Windows

https://mentalok.io/api/v1/skills/shadcn-ui/install?os=windows&agent=claude

Download Skill Project

/agent-skill/shadcn-ui

More Skills

mobile-testing

Comprehensive mobile testing for iOS and Android, covering gestures, sensors, permissions, device fragmentation, and performance across 1000+ real and virtual devices.

scientific-critical-thinking

Evaluate scientific claims and research methodology for rigor, bias, and validity. Use evidence-based frameworks like GRADE and Cochrane to analyze experiments, protocols, and study conclusions.

research-lookup

Intelligent research agent that automatically routes queries between fast web search, deep multi-source synthesis, and academic database lookups.

keyword-cluster-builder

Expand seed keywords into comprehensive lists and cluster them by intent and topic to optimize your pillar content strategy.

address-sanitizer

AddressSanitizer (ASan) integration for detecting memory safety vulnerabilities like buffer overflows and use-after-free errors in C/C++ projects.

bdi-mental-states

Implement BDI (Belief-Desire-Intention) architectures for AI agents. Transform RDF context into cognitive mental states to enable deliberative reasoning, explainable decision-making, and semantic interoperability in multi-agent systems.

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