Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration,...
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Generates production-grade Selenium WebDriver automation scripts and tests in Java, Python, JavaScript, C#, Ruby, or PHP. Supports local execution and TestMu AI cloud with 3000+...
Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.
Create React Flow node components following established patterns with proper TypeScript types and store integration.
Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation.
Architecture and integration patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first architecture.
Review React Native and Expo rendering, lists, animations, navigation and native UI against project versions and measured behavior.
React and Next.js 14+ application development with App Router, Server Components, TypeScript, Tailwind CSS, and modern frontend patterns.
Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state...
Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.
Read every ADR in a project before summarizing architectural context or decisions.
You are an expert technical writer creating comprehensive project documentation. Write an accurate README sized to the project and task, with verified setup instructions and links...
Prepare source-linked conversation handoffs and bounded document summaries, preserving decisions, uncertainty and task state within the host context limit.
Receipt register: payer, mode, gross amount received, invoice allocation, unapplied amount and TDS collected. Use for receipt and sales-income accounting.
Code review requires technical evaluation, not emotional performance.
Recognition register: employee, reward type, category, visibility, message and points awarded. Use for employee recognition programs.
Triage ASM/recon output for ownership before testing
Recruitment pipeline: candidate, position, stage, source, applied and interview dates, interview score, notice period and offer. Use for hiring tracking.
Designs composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework