.agents/memory/2026-03-04-documentation-planning-for-polymarket-geo-engine.md

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2026-03-04 Session Notes

Documentation Planning for Polymarket Geo Engine

Session began with user invoking the /documentation-writer skill to create comprehensive documentation for the polymarket-geo-engine codebase. The documentation will follow the Diátaxis Framework, covering four document types: tutorials, how-to guides, reference materials, and explanations.

Before drafting, parallel Explore agents were launched to thoroughly map the codebase architecture:

  • Engine core modules (signal aggregation, rule engine, wallet tiers, signal gating)
  • Data flow from signal collection through trading decisions
  • Configuration constants and database interactions
  • AI client integration and scoring logic

No documentation was written during this session — the session focused on codebase exploration and discovery to inform the documentation structure. Exploration was still in progress at session end.

Technical Context

The polymarket-geo-engine is a Python trading system with:

  • Core trading logic in engine/ directory
  • Multiple signal aggregators and gating systems
  • SQLite databases (rule_engine.db, analytics.db)
  • Claude AI client integration
  • Wallet tier classification system

Work is on branch nicholai/pipeline-improvements.