CNL-PR-2025-019 Protocol

Wiki-Lyrical Engine Protocol

Michael P. Hamilton , Ph.D.
Published: December 14, 2025 Version: 2

Abstract

This protocol documents the Wiki-Lyrical Engine (WLE), an autonomous agent that samples random Wikipedia articles during "sleep" cycles, accumulates pattern fragments in a buffer, and upon "waking" produces three poetic compressions: a limerick, a haiku, and a what-if hypothesis. A second-stage feasibility assessment (Claude API with web search only) grounds each what-if against existing literature, distinguishing speculative category errors from testable hypotheses or active research areas. The system externalizes the hypnopompic moment—when dream logic meets waking cognition—using Wikipedia as a living temporal record of collective human attention. Built on a LAMP stack with provider-agnostic AI integration (Claude API and Ollama), the engine supports both automated cron-driven operation and manual "Activate Dreaming" triggering from an administrative interface. This document provides specifications for database schema, file architecture, AI integration patterns, two-stage wake cycle mechanics, 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. The author takes full responsibility for the content, accuracy, and conclusions.

Human review: full

Version History

Version Date Notes Link
v2 December 14, 2025 Latest
v1 December 14, 2025 Initial publication View

Cite This Document

Michael P. Hamilton, Ph.D. (2025). "Wiki-Lyrical Engine Protocol." Canemah Nature Laboratory Protocol CNL-PR-2025-019. https://canemah.org/archive/CNL-PR-2025-019

BibTeX

@manual{hamilton2025wikilyrical, author = {Hamilton, Michael P., Ph.D.}, title = {Wiki-Lyrical Engine Protocol}, institution = {Canemah Nature Laboratory}, year = {2025}, number = {CNL-PR-2025-019}, month = {december}, url = {https://canemah.org/archive/document.php?id=CNL-PR-2025-019}, abstract = {This protocol documents the Wiki-Lyrical Engine (WLE), an autonomous agent that samples random Wikipedia articles during "sleep" cycles, accumulates pattern fragments in a buffer, and upon "waking" produces three poetic compressions: a limerick, a haiku, and a what-if hypothesis. A second-stage feasibility assessment (Claude API with web search only) grounds each what-if against existing literature, distinguishing speculative category errors from testable hypotheses or active research areas. The system externalizes the hypnopompic moment—when dream logic meets waking cognition—using Wikipedia as a living temporal record of collective human attention. Built on a LAMP stack with provider-agnostic AI integration (Claude API and Ollama), the engine supports both automated cron-driven operation and manual "Activate Dreaming" triggering from an administrative interface. This document provides specifications for database schema, file architecture, AI integration patterns, two-stage wake cycle mechanics, and deployment methodology.} }

Permanent URL: https://canemah.org/archive/document.php?id=CNL-PR-2025-019