Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 2001 | Unranked | qingkuai-js-language-featuresmcp · front-end | Provides QingKuai language tooling and code analysis to AI assistants via an MCP server component. | No signals yet | No commit datelisted | No one-command install · Source |
| 2002 | Unranked | quality-documentation-managerskill · front-end | Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review. Provides document management system… | No signals yet | No commit datelisted | armory install quality-documentation-manager --cli claude |
| 2003 | Unranked | quality-manager-qms-iso13485skill · front-end | ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and… | No signals yet | No commit datelisted | armory install quality-manager-qms-iso13485 --cli claude |
| 2004 | Unranked | qwik-tailwind-cursorrules-prompt-filerules · front-end | Cursor rules for Qwik development with Tailwind CSS integration. | No signals yet | No commit datelisted | armory install qwik-tailwind-cursorrules-prompt-file --cli claude |
| 2005 | Unranked | radzen-blazormcp · front-end | AI coding assistant for Radzen Blazor components with live access to documentation, APIs, code samples, and templates. | No signals yet | No commit datelisted | No one-command install · Source |
| 2006 | Unranked | rails-backend-expertsubagent · front-end | Comprehensive Rails backend developer with expertise in all aspects of Ruby on Rails development. MUST BE USED for Rails backend tasks, ActiveRecord… | No signals yet | No commit datelisted | armory install rails-backend-expert --cli claude |
| 2007 | Unranked | rails-expertsubagent · front-end | Use when building or modernizing Rails applications requiring API development, Hotwire reactivity, real-time features, background job processing… | No signals yet | No commit datelisted | armory install rails-expert --cli claude |
| 2008 | Unranked | rdkitskill · front-end | Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D… | No signals yet | No commit datelisted | armory install rdkit --cli claude |
| 2009 | Unranked | reactrules · front-end | React best practices and patterns for modern web applications | No signals yet | No commit datelisted | armory install react --cli claude |
| 2010 | Unranked | react-analyzer-mcpmcp · front-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2011 | Unranked | react-best-practicesskill · front-end | Comprehensive React and Next.js performance optimization guide with 40+ rules for eliminating waterfalls, optimizing bundles, and improving rendering… | No signals yet | No commit datelisted | armory install react-best-practices --cli claude |
| 2012 | Unranked | react-chakra-ui-cursorrules-prompt-filerules · front-end | Cursor rules for React development with Chakra UI integration. | No signals yet | No commit datelisted | armory install react-chakra-ui-cursorrules-prompt-file --cli claude |
| 2013 | Unranked | react-component-architectsubagent · front-end | Expert React architect specializing in modern patterns and component design. MUST BE USED for React component development, hooks implementation, or… | No signals yet | No commit datelisted | armory install react-component-architect --cli claude |
| 2014 | Unranked | react-component-performanceskill · front-end | Diagnose slow React components and suggest targeted performance fixes. | No signals yet | No commit datelisted | armory install react-component-performance --cli claude |
| 2015 | Unranked | react-components-creation-cursorrules-prompt-filerules · front-end | Cursor rules for React component creation and development. | No signals yet | No commit datelisted | armory install react-components-creation-cursorrules-prompt-file --cli claude |
| 2016 | Unranked | react-devskill · front-end | This skill should be used when building React components with TypeScript, typing hooks, handling events, or when React TypeScript, React 19, Server… | No signals yet | No commit datelisted | armory install react-dev --cli claude |
| 2017 | Unranked | react-native-architectureskill · front-end | Production-ready patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first… | No signals yet | No commit datelisted | armory install react-native-architecture --cli claude |
| 2018 | Unranked | react-nextjs-expertsubagent · front-end | Expert in Next.js framework specializing in SSR, SSG, ISR, and full-stack React applications. Provides intelligent, project-aware Next.js solutions… | No signals yet | No commit datelisted | armory install react-nextjs-expert --cli claude |
| 2019 | Unranked | react-nextjs-ui-development-cursorrules-prompt-filrules · front-end | Cursor rules for React development with Next.js UI integration. | No signals yet | No commit datelisted | armory install react-nextjs-ui-development-cursorrules-prompt-fil --cli claude |
| 2020 | Unranked | react-patternsskill · front-end | Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices. | No signals yet | No commit datelisted | armory install react-patterns --cli claude |
| 2021 | Unranked | react-patterns-mcp-servermcp · front-end | Provides React design and rendering patterns from patterns.dev as MCP tools and resources for Claude Code. | No signals yet | No commit datelisted | No one-command install · Source |
| 2022 | Unranked | react-performance-optimizersubagent · front-end | Specialist in React performance patterns, bundle optimization, and Core Web Vitals. Use PROACTIVELY for React app performance tuning, rendering… | No signals yet | No commit datelisted | armory install react-performance-optimizer --cli claude |
| 2023 | Unranked | react-router-v7rules · front-end | React Router v7 rules for framework mode, data routers, loaders, actions, route modules, and progressive enhancement | No signals yet | No commit datelisted | armory install react-router-v7 --cli claude |
| 2024 | Unranked | react-specialistsubagent · front-end | Use when optimizing existing React applications for performance, implementing advanced React 18+ features, or solving complex state management and… | No signals yet | No commit datelisted | armory install react-specialist --cli claude |
| 2025 | Unranked | react-state-managementskill · front-end | Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or… | No signals yet | No commit datelisted | armory install react-state-management --cli claude |
| 2026 | Unranked | react-styled-components-cursorrules-prompt-filerules · front-end | Cursor rules for React development with Styled Components integration. | No signals yet | No commit datelisted | armory install react-styled-components-cursorrules-prompt-file --cli claude |
| 2027 | Unranked | react-tanstack-router-queryrules · front-end | React SPA with TanStack Router v1 + TanStack Query v5 — the definitive pattern for zero-loading-spinner routing, type-safe URLs, and cache-first data | No signals yet | No commit datelisted | armory install react-tanstack-router-query --cli claude |
| 2028 | Unranked | react-typescript-nextjs-nodejs-cursorrules-promptrules · front-end | Cursor rules for React development with TypeScript, Next.js, and Node.js integration. | No signals yet | No commit datelisted | armory install react-typescript-nextjs-nodejs-cursorrules-prompt --cli claude |
| 2029 | Unranked | react-ui-patternsskill · front-end | Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI… | No signals yet | No commit datelisted | armory install react-ui-patterns --cli claude |
| 2030 | Unranked | react-useeffectskill · front-end | React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or state… | No signals yet | No commit datelisted | armory install react-useeffect --cli claude |
| 2031 | Unranked | reactive-resumemcp · front-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2032 | Unranked | recsys-pipeline-architectskill · front-end | Design composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework… | No signals yet | No commit datelisted | armory install recsys-pipeline-architect --cli claude |
| 2033 | Unranked | referral-programskill · front-end | When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions… | No signals yet | No commit datelisted | armory install referral-program --cli claude |
| 2034 | Unranked | reinforcement-learning-engineersubagent · front-end | Use when designing RL environments, training agents with reward optimization, implementing policy gradient methods, or deploying decision-making… | No signals yet | No commit datelisted | armory install reinforcement-learning-engineer --cli claude |
| 2035 | Unranked | remotionskill · front-end | Best practices and comprehensive guide for Remotion - programmatic video creation in React with animations, compositions, and media handling | No signals yet | No commit datelisted | armory install remotion --cli claude |
| 2036 | Unranked | remotion-best-practicesskill · front-end | Best practices for Remotion - Video creation in React | No signals yet | No commit datelisted | armory install remotion-best-practices --cli claude |
| 2037 | Unranked | remotion-video-creationskill · front-end | Best practices for Remotion - Video creation in React. 29 domain-specific rules covering 3D, animations, audio, captions, charts, transitions, and… | No signals yet | No commit datelisted | armory install remotion-video-creation --cli claude |
| 2038 | Unranked | report-generatorsubagent · front-end | Use this agent when you need to transform synthesized research findings into a comprehensive, well-structured final report. This agent excels at… | No signals yet | No commit datelisted | armory install report-generator --cli claude |
| 2039 | Unranked | requirements-validatorsubagent · front-end | PROACTIVELY USE this agent when you need to validate requirements for completeness, consistency, feasibility, and testability before moving to the… | No signals yet | No commit datelisted | armory install requirements-validator --cli claude |
| 2040 | Unranked | resume-formatterskill · front-end | Ensure ATS-friendly formatting and create clean, scannable layouts. Use when the user mentions resume format, layout, template, design, or fixing… | No signals yet | No commit datelisted | armory install resume-formatter --cli claude |
| 2041 | Unranked | risk-managersubagent · front-end | Use this agent when you need to identify, quantify, and mitigate enterprise-level risks across financial, operational, regulatory, and strategic… | No signals yet | No commit datelisted | armory install risk-manager --cli claude |
| 2042 | Unranked | rtl-right-to-left-i18n-cursorrules-prompt-filerules · front-end | Cursor rules for RTL development with logical CSS properties, Tailwind logical classes, bidirectional text, and automated auditing via rtlify-ai. | No signals yet | No commit datelisted | armory install rtl-right-to-left-i18n-cursorrules-prompt-file --cli claude |
| 2043 | Unranked | sap-fiorimcp · front-end | MCP server for interacting with SAP Fiori development tools and SAP UX Tools projects. | No signals yet | No commit datelisted | No one-command install · Source |
| 2044 | Unranked | scaffold-mcp-servermcp · front-end | Enables generating frontend project scaffolding for multiple frameworks (React, Vue, UmiJS, Electron) via natural language commands. | No signals yet | No commit datelisted | No one-command install · Source |
| 2045 | Unranked | scala-proskill · front-end | Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka… | No signals yet | No commit datelisted | armory install scala-pro --cli claude |
| 2046 | Unranked | scala-prosubagent · front-end | Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka… | No signals yet | No commit datelisted | armory install scala-pro --cli claude |
| 2047 | Unranked | scientific-critical-thinkingskill · front-end | Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB)… | No signals yet | No commit datelisted | armory install scientific-critical-thinking --cli claude |
| 2048 | Unranked | scientific-slidesskill · front-end | Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research… | No signals yet | No commit datelisted | armory install scientific-slides --cli claude |
| 2049 | Unranked | screenshot-business-analyzersubagent · front-end | Extracts business logic, functional modules, and data entities from UI screenshots | No signals yet | No commit datelisted | armory install screenshot-business-analyzer --cli claude |
| 2050 | Unranked | screenshot-feature-extractorskill · front-end | Analyze product screenshots to extract feature lists and generate development task checklists. Use when: (1) Analyzing competitor product screenshots… | No signals yet | No commit datelisted | armory install screenshot-feature-extractor --cli claude |
| 2051 | Unranked | screenshot-interaction-analyzersubagent · front-end | Analyzes user interaction flows, clickable elements, and state transitions from UI screenshots | No signals yet | No commit datelisted | armory install screenshot-interaction-analyzer --cli claude |
| 2052 | Unranked | screenshot-ui-analyzersubagent · front-end | Analyzes visual components, layout structure, and design patterns from UI screenshots | No signals yet | No commit datelisted | armory install screenshot-ui-analyzer --cli claude |
| 2053 | Unranked | scroll-experienceskill · front-end | Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web… | No signals yet | No commit datelisted | armory install scroll-experience --cli claude |
| 2054 | Unranked | se-responsible-ai-codesubagent · front-end | Responsible AI specialist ensuring AI works for everyone through bias prevention, accessibility compliance, ethical development, and inclusive design | No signals yet | No commit datelisted | armory install se-responsible-ai-code --cli claude |
| 2055 | Unranked | se-system-architecture-reviewersubagent · front-end | System architecture review specialist with Well-Architected frameworks, design validation, and scalability analysis for AI and distributed systems | No signals yet | No commit datelisted | armory install se-system-architecture-reviewer --cli claude |
| 2056 | Unranked | se-ux-ui-designersubagent · front-end | Jobs-to-be-Done analysis, user journey mapping, and UX research artifacts for Figma and design workflows | No signals yet | No commit datelisted | armory install se-ux-ui-designer --cli claude |
| 2057 | Unranked | security-architectsubagent · front-end | PROACTIVELY USE this agent when you need to design comprehensive security frameworks, authentication systems, authorization models, or data protection… | No signals yet | No commit datelisted | armory install security-architect --cli claude |
| 2058 | Unranked | security-threat-modelskill · front-end | Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a… | No signals yet | No commit datelisted | armory install security-threat-model --cli claude |
| 2059 | Unranked | selvansmcp · front-end | A framework that makes any web application natively operable by AI agents through the Model Context Protocol (MCP), replacing browser automation with… | No signals yet | No commit datelisted | No one-command install · Source |
| 2060 | Unranked | semilatticemcp · front-end | Audience prediction and A/B testing with simulated user data for content testing and UX personalization | No signals yet | No commit datelisted | No one-command install · Source |
| 2061 | Unranked | senior-architectskill · front-end | Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift… | No signals yet | No commit datelisted | armory install senior-architect --cli claude |
| 2062 | Unranked | senior-data-engineerskill · front-end | World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark… | No signals yet | No commit datelisted | armory install senior-data-engineer --cli claude |
| 2063 | Unranked | senior-data-scientistskill · front-end | World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy… | No signals yet | No commit datelisted | armory install senior-data-scientist --cli claude |
| 2064 | Unranked | senior-frontendskill · front-end | Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS. Includes… | No signals yet | No commit datelisted | armory install senior-frontend --cli claude |
| 2065 | Unranked | senior-fullstackskill · front-end | Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes… | No signals yet | No commit datelisted | armory install senior-fullstack --cli claude |
| 2066 | Unranked | senior-qaskill · front-end | Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS, NextJS, NodeJS applications. Includes… | No signals yet | No commit datelisted | armory install senior-qa --cli claude |
| 2067 | Unranked | senior-securityskill · front-end | Comprehensive security engineering skill for application security, penetration testing, security architecture, and compliance auditing. Includes… | No signals yet | No commit datelisted | armory install senior-security --cli claude |
| 2068 | Unranked | shadcnskill · front-end | Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems. | No signals yet | No commit datelisted | armory install shadcn --cli claude |
| 2069 | Unranked | shadcn-studio-mcpmcp · front-end | Integrate shadcn/studio MCP Server directly into your favorite IDE and craft stunning shadcn/ui Components, Blocks and Pages inspired by… | No signals yet | No commit datelisted | No one-command install · Source |
| 2070 | Unranked | shadcn-ui-mcp-server-heilgarmcp · front-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2071 | Unranked | shadcn-ui-mcp-unofficialmcp · front-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2072 | Unranked | shopify-appsskill · front-end | Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API… | No signals yet | No commit datelisted | armory install shopify-apps --cli claude |
| 2073 | Unranked | shopify-theme-dev-liquidrules · front-end | Best practices for Shopify theme development with Liquid, JavaScript, and CSS | No signals yet | No commit datelisted | armory install shopify-theme-dev-liquid --cli claude |
| 2074 | Unranked | shumi-aimcp · front-end | Shumi is a mechanical trading intelligence platform designed for the crypto market. It combines market trends, funding data, user sentiment, and… | No signals yet | No commit datelisted | No one-command install · Source |
| 2075 | Unranked | sketch-to-html-mcpmcp · front-end | MCP server that parses .sketch design files into CSS-aligned, LLM-friendly JSON, enabling AI coding agents to generate high-fidelity HTML, Vue, or… | No signals yet | No commit datelisted | No one-command install · Source |
| 2076 | Unranked | skill-judgeskill · front-end | Evaluate Agent Skill design quality against official specifications and best practices. Use when reviewing, auditing, or improving SKILL.md files and… | No signals yet | No commit datelisted | armory install skill-judge --cli claude |
| 2077 | Unranked | slack-automationskill · front-end | Automate Slack workspace operations including messaging, search, channel management, and reaction workflows through Composio's Slack toolkit. | No signals yet | No commit datelisted | armory install slack-automation --cli claude |
| 2078 | Unranked | slack-gif-creatorskill · front-end | Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users… | No signals yet | No commit datelisted | armory install slack-gif-creator --cli claude |
| 2079 | Unranked | slack-gif-creator-2skill · front-end | Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users… | No signals yet | No commit datelisted | armory install slack-gif-creator-2 --cli claude |
| 2080 | Unranked | smart-contract-specialistsubagent · front-end | Use this agent when developing production-level smart contracts. Specializes in Solidity development, Hardhat/Foundry toolchains, gas optimization… | No signals yet | No commit datelisted | armory install smart-contract-specialist --cli claude |
| 2081 | Unranked | software-architectureskill · front-end | Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any… | No signals yet | No commit datelisted | armory install software-architecture --cli claude |
| 2082 | Unranked | solidjs-tailwind-cursorrules-prompt-filerules · front-end | Cursor rules for Solid.js development with Tailwind CSS integration. | No signals yet | No commit datelisted | armory install solidjs-tailwind-cursorrules-prompt-file --cli claude |
| 2083 | Unranked | spec-driver-mcpmcp · front-end | Enables AI coding tools to follow a structured spec-driven development workflow with three phases: requirements, design, and tasks, ensuring approval… | No signals yet | No commit datelisted | No one-command install · Source |
| 2084 | Unranked | spring-boot-engineersubagent · front-end | Use this agent when building enterprise Spring Boot 3+ applications requiring microservices architecture, cloud-native deployment, or reactive… | No signals yet | No commit datelisted | armory install spring-boot-engineer --cli claude |
| 2085 | Unranked | sre-engineersubagent · front-end | Use this agent when you need to establish or improve system reliability through SLO definition, error budget management, and automation. Invoke when… | No signals yet | No commit datelisted | armory install sre-engineer --cli claude |
| 2086 | Unranked | stable-baselines3skill · front-end | Use this skill for reinforcement learning tasks including training RL agents (PPO, SAC, DQN, TD3, DDPG, A2C, etc.), creating custom Gym environments… | No signals yet | No commit datelisted | armory install stable-baselines3 --cli claude |
| 2087 | Unranked | substance-designer-mcpmcp · front-end | A security-focused MCP server for Adobe Substance 3D Designer that reads application state, creates and manipulates nodes, and saves packages, with… | No signals yet | No commit datelisted | No one-command install · Source |
| 2088 | Unranked | svelterules · front-end | Svelte best practices and patterns for modern web applications | No signals yet | No commit datelisted | armory install svelte --cli claude |
| 2089 | Unranked | svelte-a11yworkflow · front-end | Audit and improve accessibility in Svelte/SvelteKit applications, ensuring WCAG compliance and inclusive user experiences. | No signals yet | No commit datelisted | armory install svelte-a11y --cli claude |
| 2090 | Unranked | svelte-componentworkflow · front-end | Create new Svelte components with best practices, TypeScript support, and testing | No signals yet | No commit datelisted | armory install svelte-component --cli claude |
| 2091 | Unranked | svelte-debugworkflow · front-end | Help debug Svelte and SvelteKit issues by analyzing error messages, stack traces, and common problems. | No signals yet | No commit datelisted | armory install svelte-debug --cli claude |
| 2092 | Unranked | svelte-migrateworkflow · front-end | Migrate Svelte/SvelteKit projects between versions, adopt new features like runes, and handle breaking changes. | No signals yet | No commit datelisted | armory install svelte-migrate --cli claude |
| 2093 | Unranked | svelte-optimizeworkflow · front-end | Optimize Svelte/SvelteKit applications for performance, including bundle size reduction, rendering optimization, and loading performance. | No signals yet | No commit datelisted | armory install svelte-optimize --cli claude |
| 2094 | Unranked | svelte-scaffoldworkflow · front-end | Scaffold new SvelteKit projects, features, or modules with best practices and optimal project structure. | No signals yet | No commit datelisted | armory install svelte-scaffold --cli claude |
| 2095 | Unranked | svelte-storybookworkflow · front-end | General-purpose Storybook assistance for SvelteKit projects, including setup guidance, best practices, and common tasks. | No signals yet | No commit datelisted | armory install svelte-storybook --cli claude |
| 2096 | Unranked | svelte-storybook-migrateworkflow · front-end | Migrate Storybook configurations and stories to newer versions, including Svelte CSF v5 and @storybook/sveltekit framework. | No signals yet | No commit datelisted | armory install svelte-storybook-migrate --cli claude |
| 2097 | Unranked | svelte-storybook-mockworkflow · front-end | Mock SvelteKit modules and functionality in Storybook stories for isolated component development. | No signals yet | No commit datelisted | armory install svelte-storybook-mock --cli claude |
| 2098 | Unranked | svelte-storybook-setupworkflow · front-end | Initialize and configure Storybook for SvelteKit projects with optimal settings and structure. | No signals yet | No commit datelisted | armory install svelte-storybook-setup --cli claude |
| 2099 | Unranked | svelte-storybook-storyworkflow · front-end | Create comprehensive Storybook stories for Svelte components using modern patterns and best practices. | No signals yet | No commit datelisted | armory install svelte-storybook-story --cli claude |
| 2100 | Unranked | svelte-storybook-troubleshootworkflow · front-end | Diagnose and fix common Storybook issues in SvelteKit projects, including build errors, module problems, and configuration issues. | No signals yet | No commit datelisted | armory install svelte-storybook-troubleshoot --cli claude |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.