◦ Prompt · Mind

Give Your AI Agent a Living Mind — Turn the Memories, Agents, and Tools Your Assistant Already Has Into a Navigable 3D Brain Scan That Fires in Real Time, in One Session

Paste this into Claude Code, Cursor, or Aider and it interviews you about the agent you already run — where its memories live, whether it stores embeddings, what sub-agents and tools it has, and how its frontend hears about activity — then does a strictly read-only pass over your project to see what's actually there before it draws a single node. Only then does it build the visualization: a full-screen three.js scene where your agent is a breathing star at the center, its long-term memories hang in a force-directed web wired by real cosine similarity, sub-agents arc off to one side with their tools as moons, and its whole tool inventory clusters into a capability ball. Custom GLSL gives every node a reverse-fresnel glow that brightens with freshness, instanced meshes keep hundreds of nodes at one draw call, UnrealBloom makes the light bleed, and a read-only observer WebSocket makes the thing actually fire — pulses travel real edges when a memory is recalled, new memories bloom into existence, agents halo when dispatched. Plus hover tooltips, a click-to-fly inspector, search, region toggles, deep links, and an FPS governor that degrades gracefully instead of stuttering. Interview first, map second, then build tier by tier — each tier renders something on screen and is verified before the next begins.

Jul 23, 2026agentvisualizationthreejswebglglslmemorydata-vizuitutorial
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Give Your AI Agent a Front Door — Turn the Browser Tab Your Assistant Already Lives In Into a Native Mac App That Launches From the Dock, in One Session

Paste this into Claude Code, Cursor, or Aider and it interviews you about the agent you already run — what local server it lives in, which port, how that server is kept alive, whether it needs the microphone, and which Python built it — then does a strictly read-only pass over your project to see how your assistant actually starts before it changes a line. Only then does it wrap the browser tab you already use into a real desktop app: a chrome-less native window pointed at your own [localhost](http://localhost), a dock icon that's yours, and the three fixes that are the whole reason an embedded web view is hard — granting the microphone from inside the view so the orb isn't dead on arrival, making macOS attribute the mic prompt to your app instead of to Python, and routing OAuth and external-link pop-ups out to the real browser so sign-in doesn't silently vanish. It adds a splash screen that wakes a sleeping server and waits for it, then bundles everything into a signed .app that lands on the dock and survives a reboot. Interview first, map second, then build tier by tier — each tier launches something you can see and is verified before the next begins.