## Lesson — AI agents drift from session-start instructions as context

**Tags:** ai-agents, architecture, workflow

AI agents drift from session-start instructions as context windows compress, requiring a three-layer enforcement strategy: suggestions (CLAUDE.md), user-invoked skills, and hard hooks. This layered approach ensures process discipline is maintained even when the agent's internal context begins to degrade.
