ResearchLoom (Samhita) Documentation & Wiki

Architecture, Stylus Dynamics, Flow Maps, and Systematic Literature Synthesis

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ResearchLoom (Samhita) Documentation & Wiki

Welcome to the comprehensive technical documentation and user guides for ResearchLoom (Samhita) — the autonomous academic discovery, evidence synthesis, and tablet sketching engine.

📚 Table of Contents

  1. Architecture & System Overview
  2. Getting Started & Installation Guide
  3. Stylus Studio & Hardware Pen Integration
  4. Autonomous Flow Maps & Knowledge Graphs
  5. Evidence Matrix & Two-Stage LLM Synthesis
  6. Offline Vault & Data Preservation Protocol
  7. API Reference & Provider Configuration
  8. Troubleshooting & FAQ

⚡ Quick Navigation

Document Purpose
Architecture Technical breakdown of frontend, backend, SQLite vault, and Capacitor mobile layers.
Getting Started Step-by-step installation for Windows Desktop, macOS, Android Tablet, and local web.
Stylus Studio Xiaomi Smart Pen 2, S-Pen, barrel buttons, dual erasers, and Catmull-Rom smoothing.
Flow Maps Autonomous AI knowledge graph generation, touch navigation, and paper card linking.
Evidence Synthesis Two-stage LLM evaluation pipeline, token economy, and PRISMA systematic extraction.
Data Preservation In-place APK upgrades, zero remote exfiltration, and SQLite database migration.

[!TIP] This documentation is also mirrored directly in the repository under docs/ and can be browsed offline on any device.