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This skill analyzes excessively large Pull Requests (PRs) that exceed established line budgets (e.g., 400 lines). It automatically splits these massive changes into smaller, focused, and sequential PRs using advanced chaining or stacking strategies. This process is crucial for protecting reviewer focus, ensuring reviews can be completed within a manageable time budget (e.g., ≤ 60 minutes), and maintaining high code quality during complex feature integration.

Interactively debug source code with the dap CLI: set breakpoints, step through execution line by line, inspect live variables and the call stack, evaluate expressions, and trace root causes across Python, Go, Node.js, Rust, and C/C++.

This skill involves systematically monitoring developer conversations across technical platforms like GitHub, Reddit, and Stack Overflow to understand brand perception and competitive positioning. It helps identify user sentiment, find engagement opportunities, and gather unfiltered product feedback. By tracking mentions and discussions, you can detect churn risks, discover content gaps, and respond to buy intent signals effectively.

Reverse engineer EDR internals including user-mode hook tables, ETW, and AMSI to study bypass techniques like direct syscalls, Hell's Gate, and call-stack spoofing. This skill is designed for authorized red-team research and security assessments within controlled lab environments, focusing on Windows endpoint protection evasion.

Automatically scans any codebase, detects its stack, and generates a persistent project.faf AI context plus readiness scoring so every AI tool can instantly understand and contribute to your project.

This guide provides expert patterns for implementing secure, full-stack authentication in Next.js using Supabase. It covers essential architectural components, including setting up separate browser and server clients, utilizing middleware for route protection and session refreshing, handling OAuth callbacks, and implementing auth operations safely via Server Actions and Server Components. Essential knowledge for building secure, modern web applications.