Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 97.661 | agentsysskill · ai-agents | Workflow automation system for Claude with a group of useful plugins, agents, and skills. Automates task-to-production workflows, PR management, code… | 981 stars · 113 forks | No one-command install · Source | |
| 2 | Unranked | android-cicdskill · front-end | Automated Android CI/CD pipeline to Google Play — supports TWA, React Native, Flutter, and native Android. Run npx android-cicd to set up keystore… | No signals yet | No commit datelisted | armory install android-cicd --cli claude |
| 3 | Unranked | bash-proskill · devops | Master of defensive Bash scripting for production automation, CI/CD | No signals yet | No commit datelisted | armory install bash-pro --cli claude |
| 4 | Unranked | bun-runtimeskill · devops | Bun as runtime, package manager, bundler, and test runner. When to choose Bun vs Node, migration notes, and Vercel support. | No signals yet | No commit datelisted | armory install bun-runtime --cli claude |
| 5 | Unranked | cloud-devopsskill · devops | Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development. | No signals yet | No commit datelisted | armory install cloud-devops --cli claude |
| 6 | Unranked | code-review-excellenceskill · other | Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement. | No signals yet | No commit datelisted | armory install code-review-excellence --cli claude |
| 7 | Unranked | codexskill · ai-agents | Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing… | No signals yet | No commit datelisted | armory install codex --cli claude |
| 8 | Unranked | codex-reviewskill · other | Professional code review with auto CHANGELOG generation, integrated with Codex AI | No signals yet | No commit datelisted | armory install codex-review --cli claude |
| 9 | Unranked | cpp-coding-standardsskill · github-vcs | C++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern… | No signals yet | No commit datelisted | armory install cpp-coding-standards --cli claude |
| 10 | Unranked | create-pr-2skill · observability | Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's… | No signals yet | No commit datelisted | armory install create-pr-2 --cli claude |
| 11 | Unranked | debugger-2skill · other | Debugging specialist for errors, test failures, and unexpected | No signals yet | No commit datelisted | armory install debugger-2 --cli claude |
| 12 | Unranked | deployment-patternsskill · devops | Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for… | No signals yet | No commit datelisted | armory install deployment-patterns --cli claude |
| 13 | Unranked | e2e-testingskill · browser | Playwright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky test strategies. | No signals yet | No commit datelisted | armory install e2e-testing --cli claude |
| 14 | Unranked | flox-environmentsskill · database | "Create reproducible, cross-platform development environments with Flox — a declarative environment manager built on Nix. ALWAYS use this skill when… | No signals yet | No commit datelisted | armory install flox-environments --cli claude |
| 15 | Unranked | geminiskill · other | Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring… | No signals yet | No commit datelisted | armory install gemini --cli claude |
| 16 | Unranked | gh-fix-ciskill · github-vcs | Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user… | No signals yet | No commit datelisted | armory install gh-fix-ci --cli claude |
| 17 | Unranked | github-automationskill · github-vcs | Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs… | No signals yet | No commit datelisted | armory install github-automation --cli claude |
| 18 | Unranked | github-workflow-automationskill · github-vcs | Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub… | No signals yet | No commit datelisted | armory install github-workflow-automation --cli claude |
| 19 | Unranked | github-workflow-automation-2skill · github-vcs | Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub… | No signals yet | No commit datelisted | armory install github-workflow-automation-2 --cli claude |
| 20 | Unranked | helm-chart-scaffoldingskill · devops | Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications. | No signals yet | No commit datelisted | armory install helm-chart-scaffolding --cli claude |
| 21 | Unranked | javascript-testing-patternsskill · other | Comprehensive guide for implementing robust testing strategies in JavaScript/TypeScript applications using modern testing frameworks and best… | No signals yet | No commit datelisted | armory install javascript-testing-patterns --cli claude |
| 22 | Unranked | k6-load-testingskill · back-end | Comprehensive k6 load testing skill for API, browser, and scalability testing. Write realistic load scenarios, analyze results, and integrate with… | No signals yet | No commit datelisted | armory install k6-load-testing --cli claude |
| 23 | Unranked | plan-writingskill · other | Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any… | No signals yet | No commit datelisted | armory install plan-writing --cli claude |
| 24 | Unranked | pytorch-lightningskill · other | High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate… | No signals yet | No commit datelisted | armory install pytorch-lightning --cli claude |
| 25 | Unranked | quarkus-tddskill · back-end | Test-driven development for Quarkus 3.x LTS using JUnit 5, Mockito, REST Assured, Camel testing, and JaCoCo. Use when adding features, fixing bugs, or… | No signals yet | No commit datelisted | armory install quarkus-tdd --cli claude |
| 26 | 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 |
| 27 | Unranked | receiving-code-reviewskill · other | Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires… | No signals yet | No commit datelisted | armory install receiving-code-review --cli claude |
| 28 | Unranked | ruby-proskill · other | Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and… | No signals yet | No commit datelisted | armory install ruby-pro --cli claude |
| 29 | Unranked | senior-devopsskill · devops | Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup… | No signals yet | No commit datelisted | armory install senior-devops --cli claude |
| 30 | 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 |
| 31 | 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 |
| 32 | Unranked | springboot-tddskill · other | Test-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Use when adding features, fixing bugs, or… | No signals yet | No commit datelisted | armory install springboot-tdd --cli claude |
| 33 | Unranked | supply-chain-guardskill · devops | Detect and remediate software supply chain attacks in npm, PyPI, crates.io, GitHub Actions, and CI/CD pipelines by scanning for known compromised… | No signals yet | No commit datelisted | armory install supply-chain-guard --cli claude |
| 34 | Unranked | tdd-workflowskill · other | Use this skill when writing new features, fixing bugs, or refactoring code; enforces test-driven development with 80%+ coverage including unit… | No signals yet | No commit datelisted | armory install tdd-workflow --cli claude |
| 35 | Unranked | templatesskill · other | Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks. | No signals yet | No commit datelisted | armory install templates --cli claude |
| 36 | Unranked | test-detectskill · auth | Auto-detect testing framework and run relevant tests. Identifies Jest, Vitest, Playwright, Cypress, pytest, Go test, and others. Can run all tests… | No signals yet | No commit datelisted | armory install test-detect --cli claude |
| 37 | Unranked | ux-researcher-designerskill · front-end | UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing… | No signals yet | No commit datelisted | armory install ux-researcher-designer --cli claude |
| 38 | Unranked | vercel-react-best-practicesskill · front-end | React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring… | No signals yet | No commit datelisted | armory install vercel-react-best-practices --cli claude |
| 39 | Unranked | vite-patternsskill · other | Vite build tool patterns including config, plugins, HMR, env variables, proxy setup, SSR, library mode, dependency pre-bundling, and build… | No signals yet | No commit datelisted | armory install vite-patterns --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.