◦ Prompt · Mind

Give Your AI Agent a Brain and a Memory — From a Stateless Chatbot to an Assistant That Stays Herself and Remembers You, in One Session

Paste this into Claude Code, Cursor, or Aider and it interviews you about the agent you already have — its stack, whether it remembers anything today, whether its voice drifts over long chats — then does a strictly read-only pass over your codebase to see how it actually thinks before it changes a line. Only then does it help you build the brain that runs Trillion: a personality that lives in an editable file and reloads the moment you save it, a two-block system prompt that keeps the whole personality resident every single turn without ballooning your bill, an always-loaded core-knowledge layer so it never re-asks what it should already know, working memory that persists and recovers across sessions, and a typed, file-backed long-term memory with semantic recall — written both by the agent's own hand through tools and by an automatic end-of-session extractor that dedupes before it saves. It finishes with a self-knowledge layer so the agent knows what it is, and a personality checkpoint that stops it sliding into generic-assistant voice deep in a conversation. Interview first, map second, then build tier by tier — each tier ships independently with its own verification.

Jul 3, 2026agentbrainmemoryrecallpersonalitycontext-engineeringclaude-apianthropic-sdktutorial
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Give Your AI a Face: Build a Living Galaxy With a Voice-Reactive Orb →

Paste this into Claude Code, Cursor, or any coding agent. It walks your agent through building the visual engine behind Trillion: a wireframe orb that breathes, listens, thinks and speaks, floating in a deep-space nebula with a slowly turning network of glowing star clusters that light up when your AI talks. It interviews you first, then builds one layer at a time, and each layer is verified on screen before the next.