gaku52/07-ai/ai-era-development-workflow
07-ai/ai-era-development-workflow/SKILL.md
[日本語版](../../ja/07-ai/ai-era-development-workflow/SKILL.md) # AI-Era Development Workflow > AI is fundamentally transforming how software is built. This skill covers development methodologies for the AI era — from AI coding assistance, AI pair programming, and AI-driven testing to AI code review and prompt-driven development. ## Target Audience - Engineers integrating AI tools into their development workflow - Those seeking to maximize development productivity - Developers building engineeri
$ install --global
skillsauthnpx skillsauth add gaku52/claude-code-skills 07-ai/ai-era-development-workflowInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: May 12, 2026, 2:58 AM204.4s16 files scanned
SKILL.md
日本語版
AI-Era Development Workflow
AI is fundamentally transforming how software is built. This skill covers development methodologies for the AI era — from AI coding assistance, AI pair programming, and AI-driven testing to AI code review and prompt-driven development.
Target Audience
- Engineers integrating AI tools into their development workflow
- Those seeking to maximize development productivity
- Developers building engineering skills for the AI era
Prerequisites
- Hands-on software development experience
- Basic knowledge of Git and CI
- Foundational understanding of LLMs
Learning Guide
00-fundamentals — AI Development Fundamentals
| # | File | Description | |---|------|-------------|
01-ai-coding — AI Coding
| # | File | Description | |---|------|-------------|
02-workflow — AI Workflow
| # | File | Description | |---|------|-------------|
03-team — AI Team Development
| # | File | Description | |---|------|-------------|
Quick Reference
Recommended AI Development Tool Stack:
Coding: Claude Code + GitHub Copilot
IDE: Cursor or VS Code + extensions
Testing: AI test generation + Vitest
Review: AI review + human review
Documentation: AI-generated + human review
Debugging: AI analysis + traditional debugger
Principles for Productivity Gains:
- Always review AI output — never blindly accept it
- Provide sufficient context
- Break tasks into small, focused units
- Ensure quality through testing
References
- GitHub. "Copilot Documentation." docs.github.com/copilot, 2024.
- Anthropic. "Claude Code." claude.ai/claude-code, 2024.
- Cursor. "Documentation." cursor.com/docs, 2024.
Related Skills
gaku52/web-development
tools
VerifiedTrustedCommunity
Fundamentals of modern web development. Framework selection (React, Vue, Next.js), project architecture, state management, routing, build tools, and CSS strategy best practices.
6SKILL.mdUpdated May 25, 2026
gaku52/04-web-and-network/react-development
development
VerifiedTrustedCommunity
# React Development — Complete Guide > A comprehensive guide to building modern React applications with TypeScript. Covers fundamentals through advanced patterns, Hooks mastery, TypeScript integration, performance optimization, and algorithm internals. ## Target Audience - Developers new to React who want a solid foundation - Intermediate React developers looking to deepen their understanding of Hooks and TypeScript patterns - Engineers who want to understand React's internal algorithms (Virt
6SKILL.mdUpdated May 23, 2026
gaku52/04-web-and-network/nodejs-development
development
VerifiedTrustedCommunity
# Node.js Development Skill > A practical guide collection for Node.js development. Covers all aspects of Node.js application development, including Express, NestJS, asynchronous patterns, and performance optimization. ## Overview This skill covers the following topics: - **Express & NestJS**: When to use a lightweight framework vs. an enterprise framework - **Asynchronous Patterns**: Promise, async/await, Event Emitter, Streams, Worker Threads, Cluster - **Performance Optimization**: Memory
5SKILL.mdUpdated May 25, 2026
gaku52/04-web-and-network/backend-development
development
VerifiedTrustedCommunity
# Backend Development — Complete Guide > A comprehensive guide to backend engineering. Covers the fundamentals of HTTP, REST API design, databases, authentication, environment configuration, and algorithm proofs — everything needed to build robust server-side systems. ## Target Audience - Developers new to backend engineering - Frontend engineers expanding toward full-stack development - Engineers looking to solidify their understanding of server-side fundamentals ## Prerequisites - Basic p
5SKILL.mdUpdated May 23, 2026