ai-development-guide
✓Technical decision criteria, anti-pattern detection, debugging techniques, and quality check workflow. Use when making technical decisions, detecting code smells, or performing quality assurance.
Installation
SKILL.md
AI Developer Guide - Technical Decision Criteria and Anti-pattern Collection
Immediately stop and reconsider design when detecting the following patterns:
Core Principle Prioritize primary code reliability over fallback implementations. In distributed systems, excessive fallback mechanisms can mask errors and make debugging difficult.
Technical decision criteria, anti-pattern detection, debugging techniques, and quality check workflow. Use when making technical decisions, detecting code smells, or performing quality assurance. Source: shinpr/claude-code-workflows.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/shinpr/claude-code-workflows --skill ai-development-guide- Category
- >_Productivity
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is ai-development-guide?
Technical decision criteria, anti-pattern detection, debugging techniques, and quality check workflow. Use when making technical decisions, detecting code smells, or performing quality assurance. Source: shinpr/claude-code-workflows.
How do I install ai-development-guide?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/shinpr/claude-code-workflows --skill ai-development-guide Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/shinpr/claude-code-workflows
Details
- Category
- >_Productivity
- Source
- skills.sh
- First Seen
- 2026-02-01