docs: add project documentation, memory, and setup guides

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# Instructions for Gemini
This file serves as a guide for future sessions working on this codebase.
1. **Read Memory First**: Always read `MEMORY.md` at the start of a session to understand the project context and our working agreements.
2. **Update Memory**: If we make significant architectural decisions or change our working patterns, update `MEMORY.md` to reflect this.
3. **Check Documentation**: `README.md`, `docs/ARCHITECTURE.md`, and `docs/SETUP.md` are the sources of truth for the system. Keep them updated as code changes.
4. **Task Tracking**: Use the `task.md` artifact to track progress on multi-step tasks.