CNL-PR-2025-012 Protocol

Quotes Collection Infrastructure Protocol

Published: December 8, 2025 Version: 2 This version: December 11, 2025

Abstract

This protocol documents the Quotes Collection infrastructure, a LAMP-based personal knowledge management system for curating, organizing, and exploring a lifetime collection of quotations. The system transforms an unstructured text file of 617 quotes spanning decades of intellectual exploration into a searchable, browsable, and AI-augmented knowledge base. Version 2.0 introduces the Tag Explorer—a Three.js 3D visualization implementing the "House of Mind" conceptual architecture where exterior surfaces present discrete passages while interior constellations reveal semantic relationships through co-occurrence topology.

Key innovations include: a visual import tool for meditative manual curation; a dual-tool AI tagging methodology (mechanical bulk processing and conversational refinement); a contemplative public interface for reflective engagement; and the centerpiece Tag Explorer offering rainbow-colored orb constellations connected by glowing tendrils that map the topology of seven decades of intellectual attention.

This document provides specifications for database schema, file architecture, AI integration patterns, 3D visualization implementation, and deployment methodology.

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AI Collaboration Disclosure

Claude (Anthropic ) — Analysis

This protocol was developed with assistance from Claude (Anthropic, claude-opus-4-20250514). The AI contributed to system architecture, code development, prompt engineering, and documentation drafting through an iterative collaborative process spanning multiple sessions. The author takes full responsibility for the content, accuracy, and conclusions.

Human review: full

Version History

Version Date Notes Link
v2 December 11, 2025 added Semantic Explorer Latest
v1 December 8, 2025 Initial publication View

Cite This Document

(2025). "Quotes Collection Infrastructure Protocol." Canemah Nature Laboratory Protocol CNL-PR-2025-012. https://canemah.org/archive/CNL-PR-2025-012

BibTeX

@manual{cnl2025quotes, author = {}, title = {Quotes Collection Infrastructure Protocol}, institution = {Canemah Nature Laboratory}, year = {2025}, number = {CNL-PR-2025-012}, month = {december}, url = {https://canemah.org/archive/document.php?id=CNL-PR-2025-012}, abstract = {This protocol documents the Quotes Collection infrastructure, a LAMP-based personal knowledge management system for curating, organizing, and exploring a lifetime collection of quotations. The system transforms an unstructured text file of 617 quotes spanning decades of intellectual exploration into a searchable, browsable, and AI-augmented knowledge base. Version 2.0 introduces the Tag Explorer—a Three.js 3D visualization implementing the "House of Mind" conceptual architecture where exterior surfaces present discrete passages while interior constellations reveal semantic relationships through co-occurrence topology. Key innovations include: a visual import tool for meditative manual curation; a dual-tool AI tagging methodology (mechanical bulk processing and conversational refinement); a contemplative public interface for reflective engagement; and the centerpiece Tag Explorer offering rainbow-colored orb constellations connected by glowing tendrils that map the topology of seven decades of intellectual attention. This document provides specifications for database schema, file architecture, AI integration patterns, 3D visualization implementation, and deployment methodology.} }

Permanent URL: https://canemah.org/archive/document.php?id=CNL-PR-2025-012