Developers use Claude Code as an enhanced autocomplete system. They open a file, type a prompt, and hope for the best. The system produces decent output which sometimes reaches great quality. The output exhibits inconsistent results. The system loses track of context and repeats its initial errors.  The solution needs a more organized project , not an extended prompt .   This article showcases a project structure which develops into an AI-powered system used for incident response, that follows Claude Code’s best practices.  Table of contents The Lie Most AI Developers Believe AI Incident Response System The Four Things Every Claude Code Project Needs CLAUDE.md: ROOT Memory .claude/skills: Reusable Expert Modes .claude/rules: Guardrails That Never Forget .claude/Docs: Progressive Context, Not Prompt Overload Local CLAUDE.md Files: Context for Danger Zones Why the agents/Layer is the Real Intelligence Layer?…