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 | Unranked | api-scaffolding-django-prosubagent · back-end | Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and… | No signals yet | No commit datelisted | armory install api-scaffolding-django-pro --cli claude |
| 2 | Unranked | api-scaffolding-fastapi-prosubagent · back-end | Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns… | No signals yet | No commit datelisted | armory install api-scaffolding-fastapi-pro --cli claude |
| 3 | Unranked | bash-prosubagent · devops | Master of defensive Bash scripting for production automation, CI/CD pipelines, and system utilities. Expert in safe, portable, and testable shell… | No signals yet | No commit datelisted | armory install bash-pro --cli claude |
| 4 | Unranked | c-sharp-prosubagent · ai-agents | Write idiomatic C# code with modern language features, async patterns, and LINQ. Masters .NET ecosystem, Entity Framework Core, and ASP.NET Core. Use… | No signals yet | No commit datelisted | armory install c-sharp-pro --cli claude |
| 5 | Unranked | code-refactoring-code-reviewersubagent · ai-agents | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production… | No signals yet | No commit datelisted | armory install code-refactoring-code-reviewer --cli claude |
| 6 | Unranked | code-refactoring-legacy-modernizersubagent · ai-agents | Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward… | No signals yet | No commit datelisted | armory install code-refactoring-legacy-modernizer --cli claude |
| 7 | Unranked | codebase-cleanup-test-automatorsubagent · devops | Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies… | No signals yet | No commit datelisted | armory install codebase-cleanup-test-automator --cli claude |
| 8 | Unranked | cpp-reviewersubagent · ai-agents | Expert C++ code reviewer specializing in memory safety, modern C++ idioms, concurrency, and performance. Use for all C++ code changes. MUST BE USED… | No signals yet | No commit datelisted | armory install cpp-reviewer --cli claude |
| 9 | Unranked | csharp-prosubagent · ai-agents | Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise… | No signals yet | No commit datelisted | armory install csharp-pro --cli claude |
| 10 | Unranked | database-schema-designersubagent · search | PROACTIVELY USE this agent when you need to design database schemas, create migration files, optimize database queries, or ensure data integrity. This… | No signals yet | No commit datelisted | armory install database-schema-designer --cli claude |
| 11 | Unranked | debugging-toolkit-debuggersubagent · ai-agents | Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues. | No signals yet | No commit datelisted | armory install debugging-toolkit-debugger --cli claude |
| 12 | Unranked | deployment-engineersubagent · devops | Use this agent when designing, building, or optimizing CI/CD pipelines and deployment automation strategies. | No signals yet | No commit datelisted | armory install deployment-engineer --cli claude |
| 13 | Unranked | dotnet-architectsubagent · back-end | Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns. Masters async/await… | No signals yet | No commit datelisted | armory install dotnet-architect --cli claude |
| 14 | Unranked | droidsubagent · devops | Provides installation guidance, usage examples, and automation patterns for the Droid CLI, with emphasis on droid exec for CI/CD and non-interactive… | No signals yet | No commit datelisted | armory install droid --cli claude |
| 15 | Unranked | electron-angular-nativesubagent · back-end | Code Review Mode tailored for Electron app with Node.js backend (main), Angular frontend (render), and native integration layer (e.g., AppleScript… | No signals yet | No commit datelisted | armory install electron-angular-native --cli claude |
| 16 | Unranked | elixir-prosubagent · front-end | Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems… | No signals yet | No commit datelisted | armory install elixir-pro --cli claude |
| 17 | Unranked | error-debugging-debuggersubagent · ai-agents | Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues. | No signals yet | No commit datelisted | armory install error-debugging-debugger --cli claude |
| 18 | Unranked | error-diagnostics-debuggersubagent · ai-agents | Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues. | No signals yet | No commit datelisted | armory install error-diagnostics-debugger --cli claude |
| 19 | Unranked | flutter-reviewersubagent · ai-agents | Flutter and Dart code reviewer. Reviews Flutter code for widget best practices, state management patterns, Dart idioms, performance pitfalls… | No signals yet | No commit datelisted | armory install flutter-reviewer --cli claude |
| 20 | Unranked | fsharp-reviewersubagent · back-end | Expert F# code reviewer specializing in functional idioms, type safety, pattern matching, computation expressions, and performance. Use for all F#… | No signals yet | No commit datelisted | armory install fsharp-reviewer --cli claude |
| 21 | Unranked | full-stack-orchestration-test-automatorsubagent · ai-agents | Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies… | No signals yet | No commit datelisted | armory install full-stack-orchestration-test-automator --cli claude |
| 22 | Unranked | gilfoylesubagent · ai-agents | Code review and analysis with the sardonic wit and technical elitism of Bertram Gilfoyle from Silicon Valley. Prepare for brutal honesty about your… | No signals yet | No commit datelisted | armory install gilfoyle --cli claude |
| 23 | Unranked | go-build-resolversubagent · ai-agents | Go build, vet, and compilation error resolution specialist. Fixes build errors, go vet issues, and linter warnings with minimal changes. Use when Go… | No signals yet | No commit datelisted | armory install go-build-resolver --cli claude |
| 24 | Unranked | go-reviewersubagent · ai-agents | Expert Go code reviewer specializing in idiomatic Go, concurrency patterns, error handling, and performance. Use for all Go code changes. MUST BE USED… | No signals yet | No commit datelisted | armory install go-reviewer --cli claude |
| 25 | Unranked | implementation-plansubagent · ai-agents | Generate an implementation plan for new features or refactoring existing code. | No signals yet | No commit datelisted | armory install implementation-plan --cli claude |
| 26 | Unranked | incident-response-debuggersubagent · ai-agents | Performs deep root cause analysis through code path tracing, git bisect automation, dependency analysis, and systematic hypothesis testing for… | No signals yet | No commit datelisted | armory install incident-response-debugger --cli claude |
| 27 | Unranked | java-build-resolversubagent · ai-agents | Java/Maven/Gradle build, compilation, and dependency error resolution specialist. Automatically detects Spring Boot or Quarkus and applies… | No signals yet | No commit datelisted | armory install java-build-resolver --cli claude |
| 28 | Unranked | kotlin-build-resolversubagent · ai-agents | Kotlin/Gradle build, compilation, and dependency error resolution specialist. Fixes build errors, Kotlin compiler errors, and Gradle issues with… | No signals yet | No commit datelisted | armory install kotlin-build-resolver --cli claude |
| 29 | Unranked | kotlin-reviewersubagent · ai-agents | Kotlin and Android/KMP code reviewer. Reviews Kotlin code for idiomatic patterns, coroutine safety, Compose best practices, clean architecture… | No signals yet | No commit datelisted | armory install kotlin-reviewer --cli claude |
| 30 | Unranked | mlops-engineersubagent · devops | Use this agent when you need to design and implement ML infrastructure, set up CI/CD for machine learning models, establish model versioning systems… | No signals yet | No commit datelisted | armory install mlops-engineer --cli claude |
| 31 | Unranked | performance-testing-review-test-automatorsubagent · devops | Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies… | No signals yet | No commit datelisted | armory install performance-testing-review-test-automator --cli claude |
| 32 | Unranked | plannersubagent · ai-agents | Expert planning specialist for complex features and refactoring. Use PROACTIVELY when users request feature implementation, architectural changes, or… | No signals yet | No commit datelisted | armory install planner --cli claude |
| 33 | Unranked | powershell-7-expertsubagent · devops | Use when building cross-platform cloud automation scripts, Azure infrastructure orchestration, or CI/CD pipelines requiring PowerShell 7+ with modern… | No signals yet | No commit datelisted | armory install powershell-7-expert --cli claude |
| 34 | Unranked | powershell-module-architectsubagent · front-end | Use this agent when architecting and refactoring PowerShell modules, designing profile systems, or creating cross-version compatible automation… | No signals yet | No commit datelisted | armory install powershell-module-architect --cli claude |
| 35 | Unranked | python-devops-ci-cd-expertsubagent · devops | Specialized agent for Python DevOps, CI/CD, deployment automation, containerization, and infrastructure as code | No signals yet | No commit datelisted | armory install python-devops-ci-cd-expert --cli claude |
| 36 | Unranked | refactor-cleanersubagent · ai-agents | Dead code cleanup and consolidation specialist. Use PROACTIVELY for removing unused code, duplicates, and refactoring. Runs analysis tools (knip… | No signals yet | No commit datelisted | armory install refactor-cleaner --cli claude |
| 37 | Unranked | refactoring-specialistsubagent · ai-agents | Use when you need to transform poorly structured, complex, or duplicated code into clean, maintainable systems while preserving all existing behavior. | No signals yet | No commit datelisted | armory install refactoring-specialist --cli claude |
| 38 | Unranked | ruby-prosubagent · ai-agents | 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 |
| 39 | Unranked | rust-reviewersubagent · ai-agents | Expert Rust code reviewer specializing in ownership, lifetimes, error handling, unsafe usage, and idiomatic patterns. Use for all Rust code changes… | No signals yet | No commit datelisted | armory install rust-reviewer --cli claude |
| 40 | Unranked | se-gitops-ci-specialistsubagent · devops | DevOps specialist for CI/CD pipelines, deployment debugging, and GitOps workflows focused on making deployments boring and reliable | No signals yet | No commit datelisted | armory install se-gitops-ci-specialist --cli claude |
| 41 | Unranked | swift-reviewersubagent · ai-agents | Expert Swift code reviewer specializing in protocol-oriented design, value semantics, ARC memory management, Swift Concurrency, and idiomatic… | No signals yet | No commit datelisted | armory install swift-reviewer --cli claude |
| 42 | Unranked | tdd-guidesubagent · ai-agents | Test-Driven Development specialist enforcing write-tests-first methodology. Use PROACTIVELY when writing new features, fixing bugs, or refactoring… | No signals yet | No commit datelisted | armory install tdd-guide --cli claude |
| 43 | Unranked | team-debuggersubagent · ai-agents | Hypothesis-driven debugging investigator that investigates one assigned hypothesis, gathering evidence to confirm or falsify it with file:line… | No signals yet | No commit datelisted | armory install team-debugger --cli claude |
| 44 | Unranked | technical-debt-managersubagent · ai-agents | Expert technical debt analyst for code health, maintainability, and strategic refactoring planning. Use PROACTIVELY when codebase shows complexity… | No signals yet | No commit datelisted | armory install technical-debt-manager --cli claude |
| 45 | Unranked | terraform-engineersubagent · devops | Use when building, refactoring, or scaling infrastructure as code using Terraform with focus on multi-cloud deployments, module architecture, and… | No signals yet | No commit datelisted | armory install terraform-engineer --cli claude |
| 46 | Unranked | test-engineersubagent · devops | Test automation and quality assurance specialist. Use PROACTIVELY for test strategy, test automation, coverage analysis, CI/CD testing, and quality… | No signals yet | No commit datelisted | armory install test-engineer --cli claude |
| 47 | Unranked | tooling-engineersubagent · ai-agents | Use this agent when you need to build or enhance developer tools including CLIs, code generators, build tools, and IDE extensions. | No signals yet | No commit datelisted | armory install tooling-engineer --cli claude |
| 48 | Unranked | ui-engineersubagent · front-end | Use this agent when you need to create, modify, or review frontend code, UI components, or user interfaces. Examples: <example>Context: User needs to… | No signals yet | No commit datelisted | armory install ui-engineer --cli claude |
| 49 | Unranked | unit-testing-debuggersubagent · ai-agents | Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues. | No signals yet | No commit datelisted | armory install unit-testing-debugger --cli claude |
| 50 | Unranked | unit-testing-test-automatorsubagent · devops | Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies… | No signals yet | No commit datelisted | armory install unit-testing-test-automator --cli claude |
| 51 | Unranked | unused-code-cleanersubagent · devops | Detects and removes unused code (imports, functions, classes) across multiple languages. Use PROACTIVELY after refactoring, when removing features, or… | No signals yet | No commit datelisted | armory install unused-code-cleaner --cli claude |
| 52 | Unranked | vue-component-architectsubagent · front-end | Vue 3 expert specializing in Composition API, scalable component architecture, and modern Vue tooling. MUST BE USED whenever designing or refactoring… | No signals yet | No commit datelisted | armory install vue-component-architect --cli claude |
| 53 | Unranked | workflow-optimizersubagent · ai-agents | PROACTIVELY USE this agent when development workflows feel inefficient, repetitive tasks are consuming too much time, or when seeking to optimize… | No signals yet | No commit datelisted | armory install workflow-optimizer --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.