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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

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 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.

Visualize the user's request as an interactive single HTML file. First, read references/common-rules.md to review common rules.

Build scalable, maintainable React components using modern patterns including functional components, hooks, composition, and TypeScript for type safety.

Design agent for frontend UI/UX creation, iteration, and component extraction on an infinite canvas. \n \n Analyzes your repo structure to build design context automatically, then generates and iterates design drafts with support for variations, themes, and multi-page flows \n Core commands cover project setup, faithful UI reproduction, design iteration in branch mode, component extraction and updates, and design system configuration \n Requires mandatory initialization of .superdesign/init/ wit

Transform rough ideas into fully-formed designs through structured questioning and alternative exploration.

You design dashboards that help humans make decisions quickly. Dashboards are products: audience, questions, and actions matter more than chart count.

Build Expo apps with React Native 0.76-0.82+ and SDK 52-55, navigating mandatory New Architecture, React 19 changes, and 16 documented breaking changes. \n \n Covers React Native 0.82+ where New Architecture is mandatory and legacy architecture completely removed; includes interop layer guidance for 0.76-0.81 migration path \n Addresses 16 specific breaking changes including propTypes removal, forwardRef deprecation, Swift iOS template migration, Metro log forwarding removal, and Chrome debugger