this is the entire memory stack if you actually want to take your agent memory to somewhere real. from actually remembering to having an intelligence layer. 31 pieces total, split into 3 phases: core first, reliability second, then advanced last. you build from core to advanced slowly, and you test each phase before touching the next. if you try to build all 31 at once, you will break everything and you won't understand anything. phase 1 is 10 pieces. write pipeline, read pipeline, decay, session flush and behavior loop and this is the minimum for memory that actually works.. phase 2 is 7 pieces. crash recovery, audit trail, dedup, conflict resolution, automated maintenance jobs.. this is what makes memory durable.. phase 3 is 14 pieces. trust scoring, cross-agent sharing, knowledge graphs, episode tracking, intelligent retrieval, budget awareness.. this is the ceiling .. intelligence. none of phase 3 matters until phase 1 and 2 are solid tho, build in order then test each phase before moving forward. phase 1 unstable means phase 3 just amplifies the flaws and if phase 2 is missing means phase 3 is literally optimising pure garbage. personally i'm not done yet. phase 1 and 2 are solid, phase 3 is still being built. but the longer you work with it the more you see, they're not separate... it's all one system. breakdown and prompts below.