DeFi

Ability to analyse, design, optimise, and improve systems that integrate people, processes, technology, and resources to meet defined performance, quality, cost, and safety requirements. Includes applying engineering, statistical, and systems methods to model workflows, identify inefficiencies, evaluate trade-offs, and implement improvements across operations and supply chains. Applies across manufacturing, services, logistics, healthcare, and infrastructure contexts and is independent of specific tools or industries, with human accountability retained for decisions, outcomes, and impacts.

Define canonical dotnet format and analyzer verification commands, and provide scripts that generate a format/analyzer report. Use when checking formatting or Roslyn analyzers without reformatting everything.

Generates a complete iOS app icon set with all required sizes. Use when asked to create an app icon, design an iOS icon, generate app store artwork, or make an icon for an iPhone/iPad app. Follows a philosophy-first approach - first defining the visual identity and concept, then producing production-ready icons.

Run a batch of visual comparisons defined in a uiMatch suite JSON file using @uimatch/cli, then read each report to summarize which components passed or failed their quality gates. Use this skill when the user wants to run many Figma-vs-implementation checks at once, such as CI-style validation for a component library or flow.

Generate measurable learning outcomes aligned with Bloom's taxonomy and CEFR proficiency levels for educational content.Use this skill when educators need to define what students will achieve, create learning objectivesfor curriculum planning, or ensure objectives are specific and testable rather than vague.This skill helps break down complex topics into progressively building learning goals with clearassessment methods and success criteria.

Use when navigating code, understanding unfamiliar functions, finding definitions or references, tracing call hierarchies, preparing for refactoring, or analyzing code impact. Enforces LSP-first semantic code intelligence with mandatory pre-edit checks, impact analysis before refactoring, and post-edit diagnostics. Provides IDE-like precision for code operations in large codebases. Covers navigation (goToDefinition, findReferences), understanding (hover, documentSymbol), and call analysis (incomingCalls, outgoingCalls).

Architectural planning and ADR creation. Use when evaluating feasibility, making technology choices, or defining system integration.

Provides REQ-* key pattern definitions, validation rules, and traceability operations. Use for understanding requirement key formats, validating keys, or tracing requirements through the SDLC lifecycle.

Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.

Defines editorial priorities for AndesRC blog. Maps topics to funnel stages (TOFU/MOFU/BOFU), identifies pillar vs. satellite content, and ensures alignment with the 4 content pillars. Use when starting a new content cycle or prioritizing the backlog.

Design and build reusable, maintainable UI components following modern architecture patterns for React, Vue, or other frameworks. Use this skill when creating component files (.jsx, .tsx, .vue), implementing component logic, managing component state, defining props interfaces, or organizing component hierarchies in directories like components/, views/, or pages/. Apply this skill when building functional components with hooks (React), composition API components (Vue), single-file components, implementing component composition patterns, managing local vs. lifted state, or creating custom hooks for shared logic. This skill ensures components follow single responsibility principle, are properly encapsulated, have clear prop interfaces with TypeScript types, support reusability across contexts, and follow modern patterns like atomic design, container/presentational separation, and compound components.

Core concepts for building LangGraph applications. Use when creating StateGraph workflows, defining nodes and edges, managing state with TypedDict/Pydantic, or understanding basic graph structure. Covers state schemas, reducers, node functions, edge types (normal, conditional), and graph compilation.

Design and implement visual regression testing for UI changes. Definesscreenshot coverage, rendering stabilization, baseline management, and CIintegration (e.g., Playwright screenshots, Percy/Chromatic). Use whenUI/styling/layout changes need protection against regressions, or when addingscreenshot-based tests to a web/WASM/desktop UI.

Use when creating ongoing animations - loading spinners, pulsing indicators, ambient motion, background effects, or any animation that repeats indefinitely.

Develop HTTP APIs, middleware, error codes, and i18n strings using the ginx framework conventions. Use when creating or modifying APIs in apis/, defining error codes, adding i18n strings, or when the user asks to follow project conventions for HTTP endpoints, routes, middleware, or error handling.

Creates risk-based test plans and strategies. Use when planning testing, defining test scope, or documenting QA approach.

生成和管理 TypeScript 类型定义，确保类型安全

Generate Consensus Day distribution pay schedules for Ëtrid, allocating ÉTR among peers and directors by predefined percentages.

Define UI tokens, accessibility rules, and consistent component behavior for the Astro frontend, plus empty/loading/error states and light hover/focus transitions. Use when adding or refining frontend UX polish and documentation under frontend/ in this repo.

Design API endpoints, schemas, and contracts. Use when defining public interfaces or data models.