{"repo":"TaewoooPark/NODEPROMPT","free":true,"listed":false,"github":"https://github.com/TaewoooPark/NODEPROMPT","clone":"git clone https://github.com/TaewoooPark/NODEPROMPT.git","description":"Spatial prompt engineering through interactive 3D concept graphs","language":"TypeScript","stars":43,"topics":["3d-visualization","anthropic","claude-api","cognitive-science","concept-graph","d3","gsap","hand-tracking","information-visualization","knowledge-graph"],"license":"MIT","category":"mcp-servers","readme_excerpt":"NodePrompt Spatial Prompt Engineering through Interactive Concept Graphs     NodePrompt decomposes prompts — text, images, or PDFs — into multi-dimensional concept graphs, renders them on a 3D sphere, and lets users spatially reorganize ideas before resynthesizing them into structured prompts for higher-quality AI responses. \"Thinking is non-linear. Language is linear. The sphere bridges that gap.\" 한국어 README  ·  taewoopark.com — author site --- Why NodePrompt? Traditional prompt engineering is a black box: you type text, get a response, and iterate blindly. NodePrompt makes the structure of your prompt visible and editable. Traditional Prompting NodePrompt --- --- Linear text in, linear text out Prompt decomposed into a concept graph Opaque reasoning Visible node weights, types, and relationships Manual iteration Spatial editing: drag, reweight, reconnect Single perspective 6 conceptual dimensions extracted simultaneously The core innovation is Human-AI Co-Decomposition : AI proposes a conceptual structure, humans reshape it spatially, then AI resynthesizes — a cyclic collaboration loop grounded in knowledge structure theory. --- Theoretical Foundations NodePrompt's design draws from established research in cognitive science, knowledge representation, and information visualization. Cognitive Architecture - Rosch's Basic-Level Categorization (1976) — The extraction system places the densest layer of nodes at depth 2 (basic level), where human cognition ope","default_branch":null,"files":null,"tree":[],"storefront":"/r/TaewoooPark","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/TaewoooPark/NODEPROMPT/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}