# Levels of AI Context Management Improving the leverage you get with AI not only requires you to learn how to better use AI and AI tooling (cfr [[Levels of AI use]]), but also requires you to improve the way you - **Level 1**: No context at all. You ask a question, AI gives you generic answers - **Level 2**: Basic context: You ask a question, give some context. AI gives better answers. But you keep repeating yourself - **Level 3**: Basic context + AI Built-in Memory: You ask a question, give some context. AI remembers a few things from past conversations and gives you better answers. You repeat yourself less, but results are unreliable - **Level 4**: Basic context + AI Built-in Memory + Magic prompts: You ask questions using [[Prompt Engineering]] techniques, and AI remembers some things. Output quality and consistency increases. You still repeat yourself, and managing prompts is a problem - **Level 5**: Advanced context management: You have a knowledge system that you point AI to. It now gets a much better picture of what you want/need. The quality increases drastically, but there's still a lot of variability - **Level 6**: Advanced context + Managed AI Memory + AGENTS.md: You have a knowledge system that you point AI to, and you have a memory system in it where AI stores memories. You also have [[AGENTS.md (File Convention)|AGENTS.md]] files. You control and manage those. The quality increases further, and variability reduces - **Level 7**: Advanced context + Managed AI Memory + Skills: You have a knowledge and AI memory system that AI leverages, and you build [[AI Agent Skills]] on top. AI now knows exactly how you want things to get done. Results become very consistent across different tasks as you refine and expand those skills - **Level 8**: AI-ready knowledge system: You leverage all of the above, but in addition you make it easier for AI to locate, identify and produce information. They fully leverage the knowledge system, and the knowledge system is the HOME of your AI Agents. They're not only using the information in it, but enriching it over time. Your second brain is now also your AI's brain ## References - ## Related - [[Prompt Engineering]] - [[Context Engineering]] - [[Levels of AI use]] - [[AI Agent Skills]] - [[AI context is finite with diminishing returns]] - [[AI Context Rot]] - [[Personal Context Management (PCM)]] - [[Team Context Management (TCM)]] - [[Enterprise Context Management (ECM)]] - [[AI Master Prompt]] - [[Harness Engineering]] - [[Intent Engineering]]