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2026-03-04T13-33-12_auto_memory/2026-03-04-documentation-planning-for-polym

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Nicholai Vogel 2026-03-04 06:33:12 -07:00
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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`.