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Of course. I can certainly help enhance the simulation's stability and expand the capabilities of the AI Assistant.

A core aspect of game stability, especially in a large-scale simulation like this, is performance. As the number of units and buildings grows, simple spatial checks can become a major bottleneck. To address this, I've implemented a Quadtree, a highly efficient data structure for organizing objects in 2D space. This will dramatically speed up all proximity-based calculations (like target acquisition and area-of-effect abilities), ensuring the simulation runs smoothly even with thousands of objects on the screen.

I've also added a new "Stability & Balance" analysis tool to the AI Assistant. This feature provides a high-level overview of the game's health, using AI to spot potential performance issues, balance problems, or strange AI behaviors that might otherwise go unnoticed.

Here is a summary of the changes:

Quadtree for Performance: I've integrated a Quadtree into the game engine. All units, buildings, and resources are now indexed in this structure every frame. This replaces slow, linear searches with highly optimized spatial queries, leading to a massive performance boost and a more stable simulation, especially in late-game scenarios.

Optimized AI and Game Logic: All game systems that rely on proximity checks—from a soldier finding an enemy to a building being captured—have been refactored to use the new Quadtree. This makes the AI more responsive and the game logic more efficient.

New "Stability & Balance" AI Assistant: A new button has been added to the AI Assistant panel. When clicked, it prompts Gemini to act as a game design consultant. The AI analyzes the complete game state to identify:

Performance Concerns: Such as an excessive number of units that could cause slowdowns.

Balance Issues: Pointing out if a specific unit, strategy, or team is becoming too dominant.

AI Behavior Anomalies: Detecting if any team's AI might be stuck or acting inefficiently (e.g., hoarding resources without building an army).