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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

ecs

AWS ECS skill for container orchestration. Manage clusters, task definitions, services, and deployments with best-practice patterns for Fargate and EC2.

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/ecs/install?os=mac&agent=claude" | bash

Install Command (Windows)

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

Download Installer

macOS

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

Windows

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

Download Skill Project

/agent-skill/ecs

More Skills

linkedin-ghostwriting

B2B LinkedIn ghostwriter: turn stories and insights into high-conversion posts. Features strategic interviews, hook engineering, and optimized copywriting.

parallel-worktrees

Create and manage git worktrees for parallel coding sessions. Enable zero-dead-time development by running tests, builds, and multiple branch sessions simultaneously without interference.

requirements-clarity

Clarify ambiguous requirements through systematic dialogue and scoring to ensure high-quality, actionable PRDs before starting implementation.

react-expert

Research React APIs, patterns, and concepts using authoritative source code, tests, and repository history.

constant-time-analysis

Detects timing side-channel vulnerabilities in cryptographic code through static and dynamic analysis across multiple programming languages.

exa

Neural web search and code context retrieval via Exa AI. Ideal for documentation, technical research, code examples, and company intelligence.

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