100build-mcp-appSkillDesign & Frontend This skill should be used when the user wants to build an "MCP app", add "interactive UI" or "widgets" to an MCP server, "render components in chat", build "MCP UI resources", make
100plugin-structureSkillDesign & Frontend This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CL
100codebase-designSkillDesign & Frontend Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code m
100grill-with-docsSkillDesign & Frontend A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
100prototypeSkillDesign & Frontend Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.
100grill-meSkillDesign & Frontend A relentless interview to sharpen a plan or design.
100django-patternsSkillDesign & Frontend Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
100agent-harness-constructionSkillDesign & Frontend Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
100api-designSkillDesign & Frontend REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.
100liquid-glass-designSkillDesign & Frontend iOS 26 Liquid Glass design system — dynamic glass material with blur, reflection, and interactive morphing for SwiftUI, UIKit, and WidgetKit.
100android-jetpack-compose-expertSkillDesign & Frontend Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.
100architecture-patternsSkillDesign & Frontend Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems.
100architectureSkillDesign & Frontend Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
100avalonia-zafiro-developmentSkillDesign & Frontend Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.
100anti-slop-designSkillDesign & Frontend Autonomous Principal Design Technologist. Cures vibe-coded software from AI frontend slop using curated token archetypes and 7-axis quality gating.
100application-performance-performance-optimizationSkillDesign & Frontend Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.
100nitrostack-ui-widgetsSkillDesign & Frontend Best practices for linking tools to interactive frontend widgets using @Widget and @nitrostack/widgets SDK (including state sync, tool calling, display modes, media queries, and ch
100retrospect-external-babysitter-runSkillDesign & Frontend For a repository in the babysitter-users catalog, locate its babysitter processes and any committed runs (.a5c/runs/<runId>/) and perform a retrospective on a chosen run -- what we
100brainstormingSkillDesign & Frontend Use when starting any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before impl
100langchain-react-agentSkillDesign & Frontend LangChain ReAct agent implementation with tool binding for reasoning and action loops
100langgraph-subgraphSkillDesign & Frontend Subgraph composition and modular workflow design for LangGraph
100prompt-template-designSkillDesign & Frontend Structured prompt template creation with variables, formatting, and version control
100hyperflow-designSkillDesign & Frontend Hyperflow design phase. Use when designing a UI / visual system or making a screen look good — verbs like "design the UI", "make it look good", "design the screen", "visual design"
100backend-patternsSkillDesign & Frontend Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
100frontend-patternsSkillDesign & Frontend Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
100aeja-theory-modelSkillDesign & Frontend Use when an American Economic Journal: Applied Economics (AEJ: Applied) manuscript needs a model to interpret, discipline, or structure its empirical estimates — not to lead the pa
100aeja-topic-selectionSkillDesign & Frontend Use when deciding whether an applied-micro project belongs at the American Economic Journal: Applied Economics (AEJ: Applied) rather than AER, AEJ: Economic Policy, or a field jour
100aejpol-topic-selectionSkillDesign & Frontend Use when deciding whether a project fits AEJ: Economic Policy rather than J. Public Economics, AEJ: Applied, or AER, and when sharpening the policy question and its welfare stake f
100aeri-robustnessSkillDesign & Frontend Use when deciding which robustness checks belong in the few in-text words of an American Economic Review: Insights (AER: Insights) short-format manuscript versus the online Supplem
100ase-experimentsSkillDesign & Frontend Use when designing or auditing the evaluation of an ASE (IEEE/ACM Automated Software Engineering) paper, covering real subject systems, fair runnable tool baselines, task-matched e
100amann-evidence-standardsSkillDesign & Frontend Use when appraising the cumulative evidence and ensuring balance in an Academy of Management Annals (Annals) review — weighing conflicting findings by credibility, steelmanning riv
100amj-data-analysisSkillDesign & Frontend Use when running and reporting the statistical analysis for an Academy of Management Journal (AMJ) manuscript — measurement validity, common-method bias, the right estimator (HLM,
100amj-methodsSkillDesign & Frontend Use when the research design and method are the bottleneck for an Academy of Management Journal (AMJ) manuscript — matching design (archival, survey, experiment, multi-method, fiel
100amr-topic-selectionSkillDesign & Frontend Use when the theoretical puzzle is the bottleneck for an Academy of Management Review (AMR) manuscript — deciding whether an idea is theory-worthy and AMR-fit before any theorizing
100asq-data-analysisSkillDesign & Frontend Use when executing and reporting the analysis for an Administrative Science Quarterly (ASQ) manuscript — qualitative coding and data-to-theory construction, or quantitative estimat
100asq-methodsSkillDesign & Frontend Use when choosing and justifying the research design for an Administrative Science Quarterly (ASQ) manuscript — qualitative (grounded-theory, ethnographic, historical) or quantitat
100advmat-results-framingSkillDesign & Frontend Use when an Advanced Materials result is sound but its central advance and significance are not yet sharp, or when a Communication's opening paragraph must double as its abstract.
100agsy-impact-and-implicationsSkillDesign & Frontend Use when articulating why an Agricultural Systems (AgSy) result matters — its relevance for farm design, management, decision support, or policy. AgSy values systems analysis that
100amanthro-research-designSkillDesign & Frontend Use when defending the research design of an American Anthropologist (AA) manuscript — fieldwork and participant observation, interview and archival design for ethnographic/qualita
100aerj-theory-and-frameworkSkillDesign & Frontend Use when building the conceptual or theoretical framework for an American Educational Research Journal (AERJ) manuscript. AERJ expects a clear framework that frames the question, g
10020-andruia-niche-intelligenceSkillDesign & Frontend Usar tras definir el sector de un proyecto: prepara un dossier en español con contexto, normas aplicables, patrones UX y riesgos, distinguiendo fuentes verificadas de hipótesis.
100advanced-evaluationSkillDesign & Frontend Design LLM-as-judge rubrics, direct scores and pairwise comparisons. Use for judge models, evals, position bias and calibration against human labels.
100agent-memory-systemsSkillDesign & Frontend Design tenant-scoped memory, retrieval and retention for agents. Use when planning RAG, conversation history, vector stores or remembering across sessions.
100agent-reelsSkillDesign & Frontend Find animation and video references on 1human, consult a human-agent shared library, and contribute public creations only with prior owner permission.
100agentflowSkillDesign & Frontend Orchestrate autonomous AI development pipelines through your Kanban board (Asana, GitHub Projects, Linear). Manages multi-worker Claude Code dispatch, deterministic quality gates,
100ai-native-cliSkillDesign & Frontend Design spec with 98 rules for building CLI tools that AI agents can safely use. Covers structured JSON output, error handling, input contracts, safety guardrails, exit codes, and a
100angular-migrationSkillDesign & Frontend Master AngularJS to Angular migration, including hybrid apps, component conversion, dependency injection changes, and routing migration.
100angular-state-managementSkillDesign & Frontend Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating fro
100angular-ui-patternsSkillDesign & Frontend Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.
100animejs-animationSkillDesign & Frontend Advanced JavaScript animation library skill for creating complex, high-performance web animations.
100anti-ui-slopSkillDesign & Frontend Stop coding agents from shipping generic UI. Extend the product's design system, use UIZZE evidence only when useful, cover required states, and inspect the rendered result.
100antigravity-design-expertSkillDesign & Frontend Core UI/UX engineering skill for building highly interactive, spatial, weightless, and glassmorphism-based web interfaces using GSAP and 3D CSS.
100api-and-interface-designSkillDesign & Frontend Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts be
100api-patternsSkillDesign & Frontend API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
100automated-triageSkillDesign & Frontend Triage Monte Carlo alerts interactively or build an automated workflow. Fetch, score, and troubleshoot alerts using MCP tools now, or design a reusable workflow that runs on a sche
100autonomous-agent-patternsSkillDesign & Frontend Design patterns for building autonomous coding agents, inspired by [Cline](https://github.com/cline/cline) and [OpenAI Codex](https://github.com/openai/codex).
100avalonia-layout-zafiroSkillDesign & Frontend Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.
100separateweb-captureSkillDesign & Frontend Capture a URL into a full-page screenshot, cropped UI item PNGs, and a JSON manifest. Use when the user says `separateweb capture <url>`, asks to capture a website, or wants UI ext
100waggle-recallSkillDesign & Frontend Recall project-scoped Waggle history about a topic, component, decision, bug, experiment, or implementation attempt.
100design-directorSkillDesign & Frontend Используй только внутри активного Codex Project Autopilot-проекта, когда уже выбрана проектная фаза и нужен design direction по плану автопилота.
100frontend-builderSkillDesign & Frontend Используй только внутри активного Codex Project Autopilot-проекта по утверждённому плану; не включай для обычных frontend-задач вне автопилота.
100coding-standardsSkillDesign & Frontend Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
100compose-multiplatform-patternsSkillDesign & Frontend Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
100hexagonal-architectureSkillDesign & Frontend Design, implement, and refactor Ports & Adapters systems with clear domain boundaries, dependency inversion, and testable use-case orchestration across TypeScript, Java, Kotlin, an
100jpa-patternsSkillDesign & Frontend JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.
100remotion-video-creationSkillDesign & Frontend Best practices for Remotion - Video creation in React. 29 domain-specific rules covering 3D, animations, audio, captions, charts, transitions, and more.
100migrating-from-v4SkillDesign & Frontend Migrates a React application from react-awesome-reveal v4 to the v5 API of @awesome-reveal/react, with native keyframes. Use when a project uses the v4 effect components or Emotion
100adding-reveal-animationsSkillDesign & Frontend Adds reveal-on-scroll animations with the Reveal and Cascade components and the useReveal and useCascade hooks of @awesome-reveal/react, and native Web Animations keyframes. Use wh
97mcp-host-styling-integrationSkillDesign & Frontend Integrates MCP App UI with host theming system. Applies host CSS variables, handles onhostcontextchanged, safe area insets, display mode detection, and fullscreen configuration.
97convex-addSkillDesign & Frontend Add a capability to the CURRENT Convex app — consults the served Convex capability catalog for always-current procedures (billing, crons, auth, agent, search, …); falls back to bui
97convex-create-componentSkillDesign & Frontend Builds reusable Convex components with isolated tables and app-facing APIs.
97convex-expertSkillDesign & Frontend Convex backend specialist. Use this agent for any code inside a `convex/` directory — function definitions, schemas, indexes, queries, mutations, actions, HTTP endpoints, cron jobs
97convex-monitorSkillDesign & Frontend Watch for the next dev/prod error or request in a Convex app and react to it.
97convex-suggestSkillDesign & Frontend Suggest the matching Convex component when the user hand-rolls a pattern it already solves (crons, sharded-counter, rate-limiter, storage, search, presence, workflow, RAG, prosemir
97api-design
SkillDesign & Frontend Best practices for designing CosmWasm smart contract APIs. Use when defining message types, designing execute/query interfaces, or optimizing API ergonomics.
95frontend-designSkillDesign & Frontend Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't rea
95slack-gif-creatorSkillDesign & Frontend Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Sla
95web-artifacts-builderSkillDesign & Frontend Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts r
95postgresql-table-designSkillDesign & Frontend Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
95buzz-devrelSkillDesign & Frontend Developer relations playbook builder — produces a DevRel program design covering community platform, contributor program tiers, ambassador criteria, event strategy, and success met
95keep-expandSkillDesign & Frontend Design expansion revenue playbooks — upsell triggers, seat expansion sequences, tier upgrade paths, and cross-sell motions. Use when asked to "grow existing customers", "increase N
95keep-healthSkillDesign & Frontend Design a customer health scoring model — define signals, weights, thresholds, and action triggers. Use when asked to "build health scoring", "how do we predict churn", "what signal
95react-uiSkillDesign & Frontend Opinionated constraints for building better interfaces with agents.
95stitchSkillDesign & Frontend Generate UI designs and frontend code with Google Stitch via MCP. Use when asked to create screens, mockups, UI designs, or generate frontend code from text descriptions. Supports
95api-design-principlesSkillDesign & Frontend Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications
95architecture-patternsSkillDesign & Frontend Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refa
95event-store-designSkillDesign & Frontend Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence p
95microservices-patternsSkillDesign & Frontend Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or im
95workflow-orchestration-patternsSkillDesign & Frontend Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when build
95kpi-dashboard-designSkillDesign & Frontend Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, o
95multi-cloud-architectureSkillDesign & Frontend Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock
95angular-migrationSkillDesign & Frontend Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framewor
95react-modernizationSkillDesign & Frontend Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks
95nextjs-app-router-patternsSkillDesign & Frontend Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optim
95react-native-architectureSkillDesign & Frontend Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integratio
95react-state-managementSkillDesign & Frontend 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 managem
95tailwind-design-systemSkillDesign & Frontend Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems,
95unity-ecs-patternsSkillDesign & Frontend Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or worki
95nodejs-backend-patternsSkillDesign & Frontend Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best pr
95helm-chart-scaffoldingSkillDesign & Frontend Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes appl
95langchain-architectureSkillDesign & Frontend Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating co
95python-design-patternsSkillDesign & Frontend Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use when making architecture decisions, refactoring code str
95python-project-structureSkillDesign & Frontend Python project organization, module architecture, and public API design. Use when setting up new projects, organizing modules, defining public interfaces with __all__, or planning
95team-composition-analysisSkillDesign & Frontend This skill should be used when the user asks to "plan team structure", "determine hiring needs", "design org chart", "calculate compensation", "plan equity allocation", or requests
95design-system-patternsSkillDesign & Frontend Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns. Use when creating design tokens, implementing theme switching, buildi
95interaction-designSkillDesign & Frontend Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading states, or creating
95mobile-android-designSkillDesign & Frontend Master Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI, or following Google's Materi
95mobile-ios-designSkillDesign & Frontend Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views, or ensuring apps follow Appl
95react-native-designSkillDesign & Frontend Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when building React Native apps, implementing navigation patterns, or
95responsive-designSkillDesign & Frontend Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies. Use when building adaptive interfaces, implementing
95visual-design-foundationsSkillDesign & Frontend Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design tokens, building style guides, or improv
95web-component-designSkillDesign & Frontend Master React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component architecture. Use when building UI component libraries, designi
95frontend-designSkillDesign & Frontend Design and implement distinctive, production-ready frontend interfaces with strong aesthetic direction. Use when asked to create or restyle web pages, components, or applications (
94prototypeSkillDesign & Frontend Build a throwaway prototype to flesh out a design before committing to it. Routes between two branches — a runnable terminal app for state/business-logic questions, or several radi
94awesome-shadcn-uiSkillDesign & Frontend Use this skill when the user wants to use awesome-shadcn-ui for A curated list of awesome things related to shadcn/ui..
94api-and-interface-designSkillDesign & Frontend Guides stable API and interface design. Use when designing APIs,
94performance-optimizationSkillDesign & Frontend Optimizes application performance across frontend, backend,
94frontend-ui-engineeringSkillDesign & Frontend Builds production-quality, accessible, responsive user-facing UIs. Use when building or modifying interfaces and pages, creating components, implementing layouts, meeting WCAG acce
94performance-optimizationSkillDesign & Frontend Optimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you suspect performance regressions, when Core Web
94frontend-ui-engineeringSkillDesign & Frontend Builds production-quality, accessible, responsive user-facing UIs. Use when building or modifying interfaces and pages, creating components, implementing layouts, meeting WCAG acce
94Apache Camel Route Data MapperSkillDesign & Frontend Maps and transforms data between systems using Apache Camel route definitions and the Camel Component API. Supports XSLT, JSONPath, and DataFormat transformations via camel-core SD
94Atuin Shell History Database and SyncSkillDesign & Frontend Atuin replaces your existing shell history with a SQLite database that records additional context like exit codes, session IDs, working directories, and command durations. It provi
94Backstage Software Catalog SyncSkillDesign & Frontend Synchronizes service metadata into Spotify Backstage catalog using catalog-info.yaml generation and the Backstage Catalog REST API. Manages component, API, and system entity relati
94Biome High-Performance JavaScript TypeScript Formatter and LinterSkillDesign & Frontend Biome is a high-performance Rust-based toolchain for JavaScript, TypeScript, JSX, JSON, CSS, and GraphQL that unifies formatting and linting in a single tool. With 97% Prettier com
94Build agent-maintainable reactive UI with ArrowJSSkillDesign & Frontend Use ArrowJS when a coding agent needs to add or maintain small reactive web interfaces using DOM-native JavaScript, template literals, SSR/hydration packages, and optional WASM san
94Build Java agent transport gateways with AtmosphereSkillDesign & Frontend Use Atmosphere to build JVM agent gateways that stream over WebSocket, SSE, gRPC, WebTransport, MCP, A2A, and AG-UI with governance hooks.
94Build React agent chat interfaces with assistant-uiSkillDesign & Frontend Use assistant-ui to build production React chat interfaces with reusable threads, runtimes, message components, and model/provider adapters.
94Build spec-driven full-stack apps with WaspSkillDesign & Frontend Use Wasp when an agent needs to scaffold or modify a React, Node.js, and Prisma app from a compact declarative spec with auth, RPC, jobs, email, and deployment conventions.
94ai-native-cliSkillDesign & Frontend Design spec with 98 rules for building CLI tools that AI agents can safely use. Covers structured JSON output, error handling, input contracts, safety guardrails, exit codes, and a
94camscanner-ai-toolsSkillDesign & Frontend AI agents and skills for crypto, finance, design, and real estate tools
94dashboardSkillDesign & Frontend Open the ChainGPT marketplace dashboard — a localhost web UI with six read-only panels (Overview, Wallet, Skills, Activity, Health, About). Bind 127.0.0.1 only, admin-token auth, s
943d-web-experienceSkillDesign & Frontend Expert in building 3D experiences for the web - Three.js, React
94angular-migrationSkillDesign & Frontend Master AngularJS to Angular migration, including hybrid apps, component conversion, dependency injection changes, and routing migration.
94animejs-animationSkillDesign & Frontend Advanced JavaScript animation library skill for creating complex, high-performance web animations.
94antigravity-design-expertSkillDesign & Frontend Core UI/UX engineering skill for building highly interactive, spatial, weightless, and glassmorphism-based web interfaces using GSAP and 3D CSS.
94spark-component-documentationSkillDesign & Frontend Create or update the DocC documentation in Sources of a spark-ios-component-XXX.
94spark-component-viewSkillDesign & Frontend Create or update an view files for UIKit and SwiftUI in the View folder in Sources of a spark-ios-component-XXX.
94spark-create-componentSkillDesign & Frontend Create a new component in the Modules folder from template with proper documentation and placeholders replacement.
93design-meta-skillSkillDesign & Frontend Designs and validates a reusable Creator meta-skill workflow for an evidence-backed recurring construction gap after distill-ml-knowledge selects the design-reusable strategy. Use
93platform-frontendSkillDesign & Frontend Develop and validate the AutoGPT Platform Next.js frontend,
92prism-reconSkillDesign & Frontend Frontend reconnaissance — map the component tree, routing, state management, build config, and assess quality. Use when asked to "understand this frontend", "frontend assessment",
92architecture-patternsSkillDesign & Frontend System and API design guidance covering component boundaries, data flow, integration patterns, and scalability considerations.
92knowledge-graph-managementSkillDesign & Frontend Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph
92planning-designSkillDesign & Frontend Design technical architecture, select technology stack, and define implementation strategy from specifications and constitution constraints.
92mcp-tool-resource-patternSkillDesign & Frontend Implements the core MCP Apps architectural pattern where a Tool declares _meta.ui.resourceUri referencing a registered Resource. Covers registerAppTool, registerAppResource, text f
92multi-turn-tool-useSkillDesign & Frontend Design agents for multi-turn tool use — sequential tool calls, result accumulation, error recovery, and complex task decomposition over multiple turns.
92single-file-bundlingSkillDesign & Frontend Configure Vite with vite-plugin-singlefile for mandatory single-file HTML bundling of MCP Apps. All assets (JS, CSS, images, fonts) must be inlined into a single HTML file for sand
92ink-component-generatorSkillDesign & Frontend Generate Ink (React for CLI) components for terminal UIs with hooks, state management, and layout components.
92mcp-resource-uri-designerSkillDesign & Frontend Design and implement MCP resource URI schemes and templates with proper naming, hierarchy, and documentation.
92textual-scaffolderSkillDesign & Frontend Generate Textual (Python) TUI application structure with widgets, screens, and CSS styling.
92ui-component-migratorSkillDesign & Frontend Migrate UI components between frameworks with structure, state, and style transformation
92buzz-communitySkillDesign & Frontend Build and manage open source community — Discord/Slack structure, contributor onboarding, ambassador program, community flywheel design, and GitHub community health. Use when asked
92draft-reconSkillDesign & Frontend UI and UX reconnaissance — scan existing frontend routes, components, navigation, and flows to understand the current UX state before designing. Use when asked to "understand the c
92keep-onboardSkillDesign & Frontend Optimize customer onboarding — map the activation sequence, identify drop-off points, design the aha moment, and produce the onboarding email sequence. Use when asked to "fix onboa
92generating-api-contractsSkillDesign & Frontend Generate API contracts and OpenAPI specifications from code or design
91figma-create-new-fileSkillDesign & Frontend Create a new blank Figma file. Use when the user wants to create a new Figma design or FigJam file, or when you need a new file before calling use_figma. Handles plan resolution vi
91figma-generate-librarySkillDesign & Frontend Build or update a professional-grade design system in Figma from a codebase. Use when the user wants to create variables/tokens, build component libraries, set up theming (light/da
91releaseSkillDesign & Frontend Use when preparing or publishing an NGINX UI release, including version bumping with version.sh, release notes, Avira pre-publication checks, tags, GitHub Releases, and optional po
91ao-desktop-devSkillDesign & Frontend Launch, restart, or troubleshoot the real AO Electron desktop app from this repository; run a checkout against isolated or real local AO data; combine PR branches for local UI revi
91architectureSkillDesign & Frontend Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
913d-web-experienceSkillDesign & Frontend Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websit
91afrexai-agent-engineering
SkillDesign & Frontend Design, build, deploy, and operate production AI agent systems — single agents, multi-agent teams, and autonomous swarms. Complete methodology from agent architecture through orche
91architecture-patternsSkillDesign & Frontend Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems.
91principal-component-analysis-visualizationSkillDesign & Frontend Use when after merging methylation call files from multiple samples using unite() to create a methylBase object, apply PCA when you need to visualize sample-level relationships bas
91python-package-api-interface-designSkillDesign & Frontend Use when you are building or refactoring a scientific Python library and need to decide how to organize and expose utility functions (e.g., adaptive coarse-graining, filtering, ana
91ablation-study-design-and-interpretationSkillDesign & Frontend Use when when you have a neural network or machine learning model with multiple tunable hyperparameters (layer size, regularization strength, dropout) or design choices (e.
91api-specification-extractionSkillDesign & Frontend Use when you have access to the source code of a webservice component (Python, configuration files, route definitions) and need to produce machine-readable API documentation (OpenA
91antigravity-design-expertSkillDesign & Frontend Core UI/UX engineering skill for building highly interactive, spatial, weightless, and glassmorphism-based web interfaces using GSAP and 3D CSS.
91api-patternsSkillDesign & Frontend API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
91application-performance-performance-optimizationSkillDesign & Frontend Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.
91avalonia-layout-zafiroSkillDesign & Frontend Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.
91art-design-foundationsSkillDesign & Frontend Teach a visual art or design principle through definition, observation, references, examples, and a focused making exercise.
91creative-practiceSkillDesign & Frontend Design a focused art or design exercise that builds one skill through constraints, repetition, variation, and reflection.
91automotive-safety-reviewSkillDesign & Frontend Review an automotive learning task for lifting, electrical, high-voltage, fuel, heat, pressure, chemical, airbag, rotating-component, and environmental hazards.
91data-science-mastery-checkSkillDesign & Frontend Check data-science understanding with workflow design, leakage diagnosis, metric selection, model critique, and interpretation tasks.
91assessment-designSkillDesign & Frontend Teach assessment design through alignment, validity, reliability, authentic evidence, item quality, rubrics, formative use, and feedback loops.
91design-problemSkillDesign & Frontend Teach engineering design through requirements, constraints, concepts, tradeoffs, calculations, selection criteria, and verification planning.
91engineering-concept-lessonSkillDesign & Frontend Teach an engineering principle using physical intuition, governing relationships, assumptions, units, examples, and design implications.
91research-critiqueSkillDesign & Frontend Critique a study or paper by question, design, measurement, sampling, analysis, inference, reporting, reproducibility, and alternative explanations.