Methodology: Digital Archeology & Multi-Agent Synthesis

This research was conducted by dusjagr in collaboration with Antigravity and an agentic multi-model ecosystem during the early residency phase of the Arai-eek Lab in Chiang Mai.

• Multi-Model Ecosystem: Gemini 3 Flash served as the primary "Archeologist," handling large-scale data extraction, autonomous browser research, and the programmatic refactoring of the reports. DeepSeek-V3 was utilized for specialized design consultation and "vibe analysis," defining the aesthetic palettes—such as the "Slime Matrix" and "CRT Phosphor" themes—that characterize each wiki's identity.
• Automated Auditing: For active sites like Hackteria and SGMK, we built a Python-based scanner to perform year-by-year audits of tens of thousands of MediaWiki actions, mapping contributor leaderboards and career sparklines.
• Archeological Reconstruction: For the TAMI wiki, which lost its database in 2023, we reconstructed history using the Wayback Machine, cross-referencing archives dating back to 2011 to bridge the gap between lost eras.
• Aesthetic Archival: Data is synthesized into terminal-themed reports using Unicode block elements (▂▃▄▅▆▇█) and custom HSL color systems to create a responsive, high-contrast interface honoring the hacker-culture roots of these networks.

Part of the Technobiological Futures research, preserving the tacit knowledge of maker networks through modern agentic tools.