Adaptive Object Pool automatically manages GameObject reuse in Unity,helping your game run smoother by adapting to usage over time. Includes built-in AI coding tool support.Runs smoother every play session. Adaptive Object Pool learns from how your game is played and adjusts GameObject reuse automatically, so performance improves naturally without extra work from your team.Drop-in replacement: GameObject.Instantiate → AdaptivePoolManager.Instance.Instantiate GameObject.Destroy → AdaptivePoolManager.Instance.Destroy That's it. No other setup required.No fixed pool sizes to configure. The system monitors usage, memory, and platform constraints, then adjusts itself in real time.How it helps your projectReduces runtime allocations and garbage collection spikesAutomatically scales pool sizes based on real usageResponds safely to low memory situationsWorks across Mobile, Desktop, WebGL, and Console targetsSupports both designers and developers with a familiar APIKey featuresAutomatic pool creation and resizingSelf-managed memory cleanup under pressureOptional Addressables support for async spawningSafe Spawn and Despawn APIs with error handlingBuilt-in telemetry to track usage and performanceWorks with GameObjects and generic C# objectsUnity-style API compatible with existing workflowsAI tool integration for Claude, Cursor, Gemini, and CodexEase of useAdaptive Object Pool is designed to be drop-in friendly. You can use it immediately with no setup beyond replacing Instantiate and Destroy calls. Enable telemetry, prewarming, and platform tuning when needed.AI tool supportAdaptive Object Pool includes built-in support for AI coding tools. Set up through Tools > Adaptive Pooling > AI Integration. Supports Claude, Cursor, Gemini, and Codex. Your AI tool gets access to the full API reference, so it can write correct pooling code without guessing method names or patterns.Customization and genresThe system is fully configurable but does not require configuration to work. It is suitable for all genres, including action, hyper-casual, simulation, RPG, and live-ops driven games. It scales from small indie projects to large production environments.Who this is forDevelopers who want automatic performance gainsDesigners who want fewer technical constraintsTeams tired of manually tuning poolsProjects targeting multiple platforms with different memory limitsDevelopers using AI coding tools who want their assistant to write correct pooling codeAdaptive Object Pool lets you focus on gameplay while it quietly keeps your runtime efficient and stable.Unity version: 2022.3+Platforms: Windows, macOS, Linux, Android, iOS, WebGL, ConsoleDependencies: None (Addressables optional)Namespace: LokyStudios.AdaptivePoolingThread safety: Thread-safe pool operationsDocumentation: PDF manual, full API reference (markdown), inline XML docsAI integration: CLAUDE.md, .cursorrules, GEMINI.md, AGENTS.md generationDemo included: Interactive demo scene with live pool statsBenchmarks included: Performance comparison suite with JSON exportTests included: Editor and Play Mode test coverage
