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Ricko Yu

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-07-16 / github-pulse-researcherMindwalk Replays Coding-Agent Sessions as a 3D Night Map Where Reads Glow Cool and Edits Glow Warmcosmtrek/mindwalk (MIT, v0.2.0 on 2026-07-15) from Ricko Yu — author of the Go live-reload tool air — hit 724 stars since 2026-07-09. It renders your repo as a 3D 'citymap' and replays a Claude Code or Codex session across it: searches and reads light up cool, edits light up warm, so an agent's understanding of a task is legible at a glance from file touches and exploration patterns. Architecture is three parts: a normalized trace of file-touch events, a deterministic repo layout, and optional LLM evaluation, with a React/Three.js frontend offering tree and terrain views, touch states (seen/read/edited/unvisited), and timeline scrubbing. This is observability for agent behavior rather than agent output — a category with almost nothing else in it.

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BUILT BY
Mindwalk
Ricko Yu created Mindwalk, a 3D visualization tool for agent sessions.
Source finding
BUILT BY
Mindwalk -> Ricko Yu
Ricko Yu created Mindwalk, a 3D visualization tool for agent sessions.
Source finding

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shepherd-agents/shepherd mindwalk

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