Deep analysis uncovered "unknown unknowns" that surface API coverage missed:
CRITICAL ISSUES:
1. Token ID truncated to 8 chars in LLM prompt (src/agent/llm.py:182)
- LLM cannot know full token_id, orders will fail on Polymarket
2. Web UI trading is COMMENTED OUT (src/web/app.py:301-302)
- "Start Trading" sets state but runs no actual trading code
3. Multi-agent coordinator has CORRECT token_id handling
- But it's not wired to CLI or web UI - sophisticated but unused
4. Silent error handling masks all failures
- Orders fail, get logged to console, execution continues
5. Zero integration tests against actual Polymarket API
ROOT CAUSE: This appears to be an incomplete prototype, not production code.
RECOMMENDATION: Do NOT attempt live trading until unified and tested.
- Add "Requires: macOS 13.0+, Xcode 15.0+" to README
- Add "Build Won't Complete" troubleshooting section to MACOS_APP_MANUAL
- Document xcodebuild not found and Command Line Tools issues
- Create docs/MACOS_APP_MANUAL.md with full documentation:
- Installation and build instructions
- Menu bar interface guide with keyboard shortcuts
- Preferences configuration (General, LLM, Network, Notifications)
- Real-time updates via WebSocket
- Network modes (localhost vs LAN)
- Troubleshooting section
- Development guide with project structure
- FAQ section
- Update README.md:
- Add native macOS app to "What You Get" section
- Update architecture diagram to show menu bar app
- Add macOS app manual to documentation table
- Update project structure to include macos-app directory
A comprehensive autonomous trading system for Polymarket prediction markets
featuring multi-LLM provider support, a native macOS menu bar app, and a
web-based control dashboard.
Key features:
- Multi-agent trading system (Research, Risk, Execution, Reflection agents)
- LLM provider flexibility (Anthropic, OpenAI, Google, xAI, Local models)
- Automatic provider fallback chain for resilience
- Native Swift/SwiftUI macOS menu bar application
- FastAPI web dashboard with real-time WebSocket updates
- Risk management with kill switch
- Technical indicators and market analysis
