Repositories   |   DeepSeek-Reasonix   |   Nexus Scientist Obsidian   |   DeepSeek-TUI

Lab Signal

Chemistry is my base discipline; AI agents and native systems are the instruments I build around it. I like tools that feel close to the metal, stay local-first, and turn scattered knowledge into something searchable, computable, and fast.

research notes + molecular intuition + LLM workflow + native kernel
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        scientific knowledge tools that keep up with thought

Molecular Stack

AI Agents DeepSeek, Claude, Kimi, terminal UX, coding loops, memory-aware workflows. TypeScript Python Node.js

Native Systems C++ kernels, Rust bridges, Tauri shells, fast local data paths. C++17 Rust SQLite

Chem Knowledge Notes, PDFs, chemistry workflows, retrieval, graph thinking, study tools. Obsidian Graphs RAG

Core Builds

Nexus Scientist Obsidian Scientific workspace for chemistry-heavy knowledge work. C++ kernel-driven notes, PDFs, retrieval, chemistry tools, graph views, and study workflows. C++ Tauri React Knowledge Graph	DeepSeek-Reasonix DeepSeek-native coding agent for terminal-first work. Built around long-running agent sessions, prefix-cache stability, and practical developer flow. TypeScript AI Agent Terminal UX
DeepSeek-TUI Rust TUI coding agent for DeepSeek models. Terminal-native interaction layer for coding, reasoning, and local command workflows. Rust TUI LLM Tooling	EUI-NEO Low-overhead C++17 UI framework. Cross-platform UI experiments built on OpenGL and GLFW. C++17 OpenGL GLFW

Reaction Map

Input	Catalyst	Output
Chemistry coursework and research reading	AI retrieval, graph thinking, PDF workflows	Better scientific memory systems
Developer friction in terminal workflows	DeepSeek, Claude, Kimi, local tooling	Faster coding agents
Slow UI or backend loops	C++ kernels, Rust bridges, Tauri	Native-feeling desktop tools
Long-form creative projects	Memory layers, review loops, planning engines	More coherent AI writing systems

Open Repositories

Project	Signal
Nexus_Scientist_Obsidian	Chemistry-aware scientific knowledge workspace.
DeepSeek-Reasonix	DeepSeek-native AI coding agent.
DeepSeek-TUI	Rust terminal coding assistant.
EUI-NEO	C++17 OpenGL/GLFW UI framework.
Vibe-Trading	Personal trading agent experiments.
webnovel-writer	Long-form AI writing system with memory and review loops.
evil-read-arxiv	AI-assisted paper reading workflow.

Current Trajectory

Chemistry major
  -> scientific knowledge systems
  -> local-first AI agents
  -> native kernels and fast desktop tools
  -> research workflows that feel like instruments

_{Building at the intersection of molecules, memory, and machines.}