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Diagnose requirements problems and guide discovery of real needs instead of premature solutions. \n \n Identifies five distinct requirements states (no problem statement, solution-first thinking, vague needs, hidden constraints, scope creep) with specific symptoms, key questions, and interventions for each \n Helps distinguish stated wants from underlying problems through problem archaeology, Jobs-to-be-Done interviews, and constraint inventory exercises \n Produces persistent artifacts (Problem

Comprehensive patterns for designing effective KPI dashboards that drive business decisions. \n \n Covers three dashboard hierarchy levels (strategic, tactical, operational) with department-specific KPI templates for sales, marketing, product, and finance \n Includes three layout patterns: executive summary, SaaS metrics, and real-time operations dashboards with visual examples \n Provides SQL queries for common calculations (MRR, cohort retention, CAC) and Python/Streamlit implementation code f

Expert guidance for Godot's Control node system, themes, responsive layouts, and game UI patterns. \n \n Covers all major Control node types including containers (VBoxContainer, GridContainer, ScrollContainer), interactive controls (Button, TextEdit, Slider), and display nodes (Label, RichTextLabel, TextureRect) \n Provides complete theme system documentation with code examples for creating StyleBoxes, fonts, colors, and icons programmatically or as .tres resources \n Includes ready-to-use scene

Raw mechanical interfaces fusing Swiss typographic print with military terminal aesthetics. Rigid grids, extreme type scale contrast, utilitarian color, analog degradation effects. For data-heavy dashboards, portfolios, or editorial sites that need to feel like declassified blueprints.

End-to-end testing focused on real user behavior, minimal mocking, and avoiding component unit tests. \n \n Prioritizes E2E tests over unit tests; reserves unit tests for pure functions only \n Emphasizes accessible selectors (role-based, label-based) over CSS selectors and test IDs in E2E tests \n Recommends writing E2E tests instead of heavily mocked unit tests; suggests 3+ mocks as a signal to switch approaches \n Includes rules for test structure, selector strategy, and when to apply each te

Secure Windows desktop automation with strict process validation, permission tiers, and audit logging. \n \n Provides UI Automation Framework (UIA) and Win32 API integration for discovering and interacting with Windows application elements, including window management, input simulation, and process interaction \n Enforces security-first approach with process validation, blocked application lists (password managers, admin tools, security software), and permission tier model (read-only, standard,

Comprehensive Vue 3 component library with 60+ UI components and full customization support. \n \n Covers installation, setup, and 25+ documented components including forms, tables, dialogs, navigation, and feedback elements \n Supports both full and on-demand imports, with Composition API examples and TypeScript support \n Includes theme customization, internationalization (i18n), and global configuration options \n Organized documentation mirrors official Element Plus structure with guides, co

Complete guide to building accessible React components with shadcn/ui, Radix UI, and Tailwind CSS. \n \n Install and configure components via CLI ( npx shadcn@latest add ), then customize directly in your project since you own the code \n Covers 10+ core components: buttons, inputs, forms with Zod validation, cards, dialogs, dropdowns, sheets, tables, toasts, and charts built on Recharts \n Full Next.js App Router integration with Server Components, form handling, and metadata support; all compo

Comprehensive evaluation methodology guide for ADK agents covering metrics, schemas, and iteration workflows. \n \n Provides eight evaluation criteria (tool trajectory, response matching, rubric-based scoring, hallucination detection, safety) with configurable thresholds and judge model options \n Includes evalset schema documentation with multi-turn conversation support, tool use trajectory specification, and session state initialization patterns \n Outlines the eval-fix loop: start small, run

Comprehensive assistance with Google Search optimization, SEO best practices, and search visibility improvements based on official Google documentation.