AI & ML

Use when building game systems, implementing Unity/Unreal features, or optimizing game performance. Invoke for Unity, Unreal, game patterns, ECS, physics, networking, performance optimization.

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Diagnose and optimize Rspack `optimization.splitChunks` configuration. Use this when a user wants better production chunking, safer `chunks: "all"` defaults, fewer duplicated modules, better long-term caching, `cacheGroups` design help, `maxSize` tuning, or debugging over-fetch caused by `name` and forced chunk merging.

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AWS CloudWatch monitoring for logs, metrics, alarms, and dashboards. Use when setting up monitoring, creating alarms, querying logs with Insights, configuring metric filters, building dashboards, or troubleshooting application issues.

SharePoint Automation: manage sites, lists, documents, folders, pages, and search content across SharePoint and OneDrive

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure.

QuickBooks Automation: manage invoices, customers, accounts, and payments in QuickBooks Online for streamlined bookkeeping

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Automate time tracking workflows in Clockify -- create and manage time entries, workspaces, and users through natural language commands.

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