Level 2 of memory systems improves reliability by using a structured memory approach rooted at .claude/memory with subdirectories for general.md (cross-project facts and preferences), domain-specific knowledge (topic markdown files), and tools (individual tool config files like slack.md), injected automatically via a Claude Code session start hook.