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Scored on public signals; components with none are listed as Unranked · Formula

RankScoreComponentDescriptionEvidenceLast commitInstall
201Unrankeddesign-system-architectsubagent · front-endExpert design system architect specializing in design tokens, component libraries, theming infrastructure, and scalable design operations. Masters…No signals yetNo commit datelisted armory install design-system-architect --cli claude
202Unrankeddevops-engineersubagent · devopsUse this agent when building or optimizing infrastructure automation, CI/CD pipelines, containerization strategies, and deployment workflows to…No signals yetNo commit datelisted armory install devops-engineer --cli claude
203Unrankeddevops-engineer-2subagent · devopsUse this agent when building or optimizing infrastructure automation, CI/CD pipelines, containerization strategies, and deployment workflows to…No signals yetNo commit datelisted armory install devops-engineer-2 --cli claude
204Unrankeddevops-expertsubagent · devopsDevOps specialist following the infinity loop principle (Plan → Code → Build → Test → Release → Deploy → Operate → Monitor) with focus on automation…No signals yetNo commit datelisted armory install devops-expert --cli claude
205Unrankeddevops-incident-respondersubagent · devopsUse when actively responding to production incidents, diagnosing critical service failures, or conducting incident postmortems to implement permanent…No signals yetNo commit datelisted armory install devops-incident-responder --cli claude
206Unrankeddevops-troubleshootersubagent · devopsProduction troubleshooting and incident response specialist. Use PROACTIVELY for debugging issues, log analysis, deployment failures, monitoring…No signals yetNo commit datelisted armory install devops-troubleshooter --cli claude
207Unrankeddiagram-architectsubagent · ai-agentsCreate technical diagrams in multiple formats (ASCII, Mermaid, PlantUML, Draw.io). Use PROACTIVELY for architecture visualization, ERD generation…No signals yetNo commit datelisted armory install diagram-architect --cli claude
208Unrankeddiffblue-coversubagent · ai-agentsExpert agent for creating unit tests for java applications using Diffblue Cover.No signals yetNo commit datelisted armory install diffblue-cover --cli claude
209Unrankeddistributed-debugging-devops-troubleshootersubagent · observabilityExpert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Masters log analysis, distributed…No signals yetNo commit datelisted armory install distributed-debugging-devops-troubleshooter --cli claude
210Unrankeddistributed-debugging-error-detectivesubagent · observabilitySearch logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use…No signals yetNo commit datelisted armory install distributed-debugging-error-detective --cli claude
211Unrankeddjango-api-developersubagent · back-endExpert Django API developer specializing in Django REST Framework and GraphQL. MUST BE USED for Django API development, DRF serializers, viewsets, or…No signals yetNo commit datelisted armory install django-api-developer --cli claude
212Unrankeddjango-backend-expertsubagent · back-endExpert Django backend developer specializing in models, views, services, and Django-specific implementations. MUST BE USED for Django backend…No signals yetNo commit datelisted armory install django-backend-expert --cli claude
213Unrankeddjango-build-resolversubagent · back-endDjango/Python build, migration, and dependency error resolution specialist. Fixes pip/Poetry errors, migration conflicts, import errors, Django…No signals yetNo commit datelisted armory install django-build-resolver --cli claude
214Unrankeddjango-developersubagent · back-endUse when building Django 4+ web applications, REST APIs, or modernizing existing Django projects with async views and enterprise patterns.No signals yetNo commit datelisted armory install django-developer --cli claude
215Unrankeddjango-expertsubagent · back-endExpert Django spécialisé dans le développement web complet avec Django 5.0+. DOIT ÊTRE UTILISÉ pour les projets Django, les applications web…No signals yetNo commit datelisted armory install django-expert --cli claude
216Unrankeddjango-orm-expertsubagent · front-endExpert in Django ORM optimization, complex queries, and database performance. Masters query optimization, database design, and migrations for…No signals yetNo commit datelisted armory install django-orm-expert --cli claude
217Unrankeddjango-reviewersubagent · back-endExpert Django code reviewer specializing in ORM correctness, DRF patterns, migration safety, security misconfigurations, and production-grade Django…No signals yetNo commit datelisted armory install django-reviewer --cli claude
218Unrankeddoc-updatersubagent · ai-agentsDocumentation and codemap specialist. Use PROACTIVELY for updating codemaps and documentation. Runs /update-codemaps and /update-docs, generates…No signals yetNo commit datelisted armory install doc-updater --cli claude
219Unrankeddocker-expertsubagent · devopsUse this agent when you need to build, optimize, or secure Docker container images and orchestration for production environments.No signals yetNo commit datelisted armory install docker-expert --cli claude
220Unrankeddocs-lookupsubagent · back-endWhen the user asks how to use a library, framework, or API or needs up-to-date code examples, use Context7 MCP to fetch current documentation and…No signals yetNo commit datelisted armory install docs-lookup --cli claude
221Unrankeddocument-structure-analyzersubagent · ai-agentsDocument structure analysis specialist. Use PROACTIVELY for identifying document layouts, analyzing content hierarchy, and mapping visual elements to…No signals yetNo commit datelisted armory install document-structure-analyzer --cli claude
222Unrankeddocumentation-engineersubagent · back-endUse this agent when you need to create, architect, or overhaul comprehensive documentation systems including API docs, tutorials, guides, and…No signals yetNo commit datelisted armory install documentation-engineer --cli claude
223Unrankeddocumentation-expertsubagent · back-endUse this agent to create, improve, and maintain project documentation. Specializes in technical writing, documentation standards, and generating…No signals yetNo commit datelisted armory install documentation-expert --cli claude
224Unrankeddocumentation-generation-api-documentersubagent · back-endMaster API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and…No signals yetNo commit datelisted armory install documentation-generation-api-documenter --cli claude
225Unrankeddocumentation-generation-docs-architectsubagent · front-endCreates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce…No signals yetNo commit datelisted armory install documentation-generation-docs-architect --cli claude
226Unrankeddocumentation-generation-tutorial-engineersubagent · ai-agentsCreates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on…No signals yetNo commit datelisted armory install documentation-generation-tutorial-engineer --cli claude
227Unrankeddocumentation-generatorsubagent · back-endPROACTIVELY USE this agent when you need to create or update technical documentation for code, APIs, or system architecture. This agent MUST BE USED…No signals yetNo commit datelisted armory install documentation-generator --cli claude
228Unrankeddocumentation-specialistsubagent · back-endMUST BE USED to craft or update project documentation. Use PROACTIVELY after major features, API changes, or when onboarding developers. Produces…No signals yetNo commit datelisted armory install documentation-specialist --cli claude
229Unrankeddocusaurus-expertsubagent · devopsDocusaurus documentation specialist. Use PROACTIVELY when working with Docusaurus documentation for site configuration, content management, theming…No signals yetNo commit datelisted armory install docusaurus-expert --cli claude
230Unrankeddotnet-architectsubagent · back-endExpert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns. Masters async/await…No signals yetNo commit datelisted armory install dotnet-architect --cli claude
231Unrankeddotnet-core-expertsubagent · back-endUse when building .NET Core applications requiring cloud-native architecture, high-performance microservices, modern C# patterns, or cross-platform…No signals yetNo commit datelisted armory install dotnet-core-expert --cli claude
232Unrankeddotnet-framework-4-8-expertsubagent · devopsUse this agent when working on legacy .NET Framework 4.8 enterprise applications that require maintenance, modernization, or integration with…No signals yetNo commit datelisted armory install dotnet-framework-4-8-expert --cli claude
233Unrankeddotnet-mauisubagent · ai-agentsSupport development of .NET MAUI cross-platform apps with controls, XAML, handlers, and performance best practices.No signals yetNo commit datelisted armory install dotnet-maui --cli claude
234Unrankeddotnet-upgradesubagent · ai-agentsPerform janitorial tasks on C#/.NET code including cleanup, modernization, and tech debt remediation.No signals yetNo commit datelisted armory install dotnet-upgrade --cli claude
235Unrankeddroidsubagent · devopsProvides installation guidance, usage examples, and automation patterns for the Droid CLI, with emphasis on droid exec for CI/CD and non-interactive…No signals yetNo commit datelisted armory install droid --cli claude
236Unrankeddrupal-expertsubagent · ai-agentsExpert assistant for Drupal development, architecture, and best practices using PHP 8.3+ and modern Drupal patternsNo signals yetNo commit datelisted armory install drupal-expert --cli claude
237Unrankeddx-optimizersubagent · observabilityUse this agent when optimizing the complete developer workflow including build times, feedback loops, testing efficiency, and developer satisfaction…No signals yetNo commit datelisted armory install dx-optimizer --cli claude
238Unrankeddynatrace-expertsubagent · observabilityThe Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to…No signals yetNo commit datelisted armory install dynatrace-expert --cli claude
239Unrankede2e-runnersubagent · browserEnd-to-end testing specialist using Vercel Agent Browser (preferred) with Playwright fallback. Use PROACTIVELY for generating, maintaining, and…No signals yetNo commit datelisted armory install e2e-runner --cli claude
240Unrankedelasticsearch-observabilitysubagent · searchOur expert AI assistant for debugging code (O11y), optimizing vector search (RAG), and remediating security threats using live Elastic data.No signals yetNo commit datelisted armory install elasticsearch-observability --cli claude
241Unrankedelectron-angular-nativesubagent · back-endCode Review Mode tailored for Electron app with Node.js backend (main), Angular frontend (render), and native integration layer (e.g., AppleScript…No signals yetNo commit datelisted armory install electron-angular-native --cli claude
242Unrankedelectron-prosubagent · ai-agentsUse this agent when building Electron desktop applications that require native OS integration, cross-platform distribution, security hardening, and…No signals yetNo commit datelisted armory install electron-pro --cli claude
243Unrankedelixir-expertsubagent · ai-agentsUse this agent when you need to build fault-tolerant, concurrent systems leveraging OTP patterns, GenServer architectures, and Phoenix framework for…No signals yetNo commit datelisted armory install elixir-expert --cli claude
244Unrankedelixir-prosubagent · front-endWrite idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems…No signals yetNo commit datelisted armory install elixir-pro --cli claude
245Unrankedembedded-systemssubagent · ai-agentsUse when developing firmware for resource-constrained microcontrollers, implementing RTOS-based applications, or optimizing real-time systems where…No signals yetNo commit datelisted armory install embedded-systems --cli claude
246Unrankedepisode-orchestratorsubagent · ai-agentsEpisode workflow orchestrator. Use PROACTIVELY for managing episode-based workflows that coordinate multiple specialized agents in sequence, with…No signals yetNo commit datelisted armory install episode-orchestrator --cli claude
247Unrankederror-coordinatorsubagent · ai-agentsUse this agent when distributed system errors occur and need coordinated handling across multiple components, or when you need to implement…No signals yetNo commit datelisted armory install error-coordinator --cli claude
248Unrankederror-debugging-debuggersubagent · ai-agentsDebugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.No signals yetNo commit datelisted armory install error-debugging-debugger --cli claude
249Unrankederror-debugging-error-detectivesubagent · observabilitySearch logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use…No signals yetNo commit datelisted armory install error-debugging-error-detective --cli claude
250Unrankederror-detectivesubagent · ai-agentsUse this agent when you need to diagnose why errors are occurring in your system, correlate errors across services, identify root causes, and prevent…No signals yetNo commit datelisted armory install error-detective --cli claude
251Unrankederror-diagnostics-debuggersubagent · ai-agentsDebugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.No signals yetNo commit datelisted armory install error-diagnostics-debugger --cli claude
252Unrankederror-diagnostics-error-detectivesubagent · observabilitySearch logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use…No signals yetNo commit datelisted armory install error-diagnostics-error-detective --cli claude
253Unrankedeval-judgesubagent · ai-agentsLLM judge for plugin quality assessment. Scores skills on triggering accuracy, orchestration fitness, output quality, and scope calibration using…No signals yetNo commit datelisted armory install eval-judge --cli claude
254Unrankedeval-orchestratorsubagent · ai-agentsOrchestrates plugin quality evaluation. Use PROACTIVELY when evaluating, scoring, or certifying plugin quality.No signals yetNo commit datelisted armory install eval-orchestrator --cli claude
255Unrankedevent-sourcing-architectsubagent · ai-agentsExpert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and…No signals yetNo commit datelisted armory install event-sourcing-architect --cli claude
256Unrankedexpert-cpp-software-engineersubagent · ai-agentsProvide expert C++ software engineering guidance using modern C++ and industry best practices.No signals yetNo commit datelisted armory install expert-cpp-software-engineer --cli claude
257Unrankedexpert-dotnet-software-engineersubagent · front-endProvide expert .NET software engineering guidance using modern software design patterns.No signals yetNo commit datelisted armory install expert-dotnet-software-engineer --cli claude
258Unrankedexpert-nextjs-developersubagent · front-endExpert Next.js 16 developer specializing in App Router, Server Components, Cache Components, Turbopack, and modern React patterns with TypeScriptNo signals yetNo commit datelisted armory install expert-nextjs-developer --cli claude
259Unrankedexpert-react-frontend-engineersubagent · front-endExpert React 19.2 frontend engineer specializing in modern hooks, Server Components, Actions, TypeScript, and performance optimizationNo signals yetNo commit datelisted armory install expert-react-frontend-engineer --cli claude
260Unrankedexpo-react-native-expertsubagent · front-endUse when building mobile applications with Expo and React Native that require native module integration, navigation setup, performant animations, push…No signals yetNo commit datelisted armory install expo-react-native-expert --cli claude
261Unrankedfact-checkersubagent · ai-agentsFact verification and source validation specialist. Use PROACTIVELY for claim verification, source credibility assessment, misinformation detection…No signals yetNo commit datelisted armory install fact-checker --cli claude
262Unrankedfastapi-developersubagent · back-endUse when building modern async Python APIs with FastAPI, implementing Pydantic v2 validation, dependency injection patterns, or deploying…No signals yetNo commit datelisted armory install fastapi-developer --cli claude
263Unrankedfastapi-expertsubagent · back-endExpert FastAPI spécialisé dans les APIs modernes hautes performances. DOIT ÊTRE UTILISÉ pour le développement d'APIs FastAPI, l'architecture…No signals yetNo commit datelisted armory install fastapi-expert --cli claude
264Unrankedfastapi-reviewersubagent · back-endReviews FastAPI applications for async correctness, dependency injection, Pydantic schemas, security, OpenAPI quality, testing, and production…No signals yetNo commit datelisted armory install fastapi-reviewer --cli claude
265Unrankedfintech-engineersubagent · paymentsUse when building payment systems, financial integrations, or compliance-heavy financial applications that require secure transaction processing…No signals yetNo commit datelisted armory install fintech-engineer --cli claude
266Unrankedfirmware-analystsubagent · ai-agentsExpert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering. Masters firmware extraction, analysis, and…No signals yetNo commit datelisted armory install firmware-analyst --cli claude
267Unrankedfirst-principles-thinkingsubagent · ai-agentsUse when the user wants to challenge assumptions, break down a complex problem from scratch, or approach something with first principles reasoning…No signals yetNo commit datelisted armory install first-principles-thinking --cli claude
268Unrankedflutter-expertsubagent · front-endUse when building cross-platform mobile applications with Flutter 3+ that require custom UI implementation, complex state management, native platform…No signals yetNo commit datelisted armory install flutter-expert --cli claude
269Unrankedflutter-go-reviewersubagent · ai-agents|No signals yetNo commit datelisted armory install flutter-go-reviewer --cli claude
270Unrankedflutter-reviewersubagent · ai-agentsFlutter and Dart code reviewer. Reviews Flutter code for widget best practices, state management patterns, Dart idioms, performance pitfalls…No signals yetNo commit datelisted armory install flutter-reviewer --cli claude
271Unrankedframework-migration-architect-reviewsubagent · front-endMaster software architect specializing in modern architecture patterns, clean architecture, microservices, event-driven systems, and DDD. Reviews…No signals yetNo commit datelisted armory install framework-migration-architect-review --cli claude
272Unrankedframework-migration-legacy-modernizersubagent · ai-agentsRefactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward…No signals yetNo commit datelisted armory install framework-migration-legacy-modernizer --cli claude
273Unrankedfrontend-developersubagent · front-endUse when building complete frontend applications across React, Vue, and Angular frameworks requiring multi-framework expertise and full-stack…No signals yetNo commit datelisted armory install frontend-developer --cli claude
274Unrankedfrontend-mobile-development-frontend-developersubagent · front-endBuild React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend…No signals yetNo commit datelisted armory install frontend-mobile-development-frontend-developer --cli claude
275Unrankedfrontend-mobile-development-mobile-developersubagent · front-endDevelop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations…No signals yetNo commit datelisted armory install frontend-mobile-development-mobile-developer --cli claude
276Unrankedfrontend-mobile-security-frontend-developersubagent · front-endBuild React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend…No signals yetNo commit datelisted armory install frontend-mobile-security-frontend-developer --cli claude
277Unrankedfrontend-security-codersubagent · front-endExpert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns. Use PROACTIVELY for…No signals yetNo commit datelisted armory install frontend-security-coder --cli claude
278Unrankedfsharp-reviewersubagent · back-endExpert F# code reviewer specializing in functional idioms, type safety, pattern matching, computation expressions, and performance. Use for all F#…No signals yetNo commit datelisted armory install fsharp-reviewer --cli claude
279Unrankedfull-stack-orchestration-deployment-engineersubagent · devopsExpert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Masters GitHub Actions…No signals yetNo commit datelisted armory install full-stack-orchestration-deployment-engineer --cli claude
280Unrankedfull-stack-orchestration-performance-engineersubagent · observabilityExpert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry…No signals yetNo commit datelisted armory install full-stack-orchestration-performance-engineer --cli claude
281Unrankedfull-stack-orchestration-security-auditorsubagent · authExpert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. Masters vulnerability assessment, threat…No signals yetNo commit datelisted armory install full-stack-orchestration-security-auditor --cli claude
282Unrankedfull-stack-orchestration-test-automatorsubagent · ai-agentsMaster AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies…No signals yetNo commit datelisted armory install full-stack-orchestration-test-automator --cli claude
283Unrankedfullstack-developersubagent · front-endUse this agent when you need to build complete features spanning database, API, and frontend layers together as a cohesive unit.No signals yetNo commit datelisted armory install fullstack-developer --cli claude
284Unrankedgallery-researchersubagent · ai-agents>-No signals yetNo commit datelisted armory install gallery-researcher --cli claude
285Unrankedgame-designersubagent · front-endGame design specialist focusing on mechanics, balancing, player psychology, and system design. Use PROACTIVELY for gameplay mechanics, progression…No signals yetNo commit datelisted armory install game-designer --cli claude
286Unrankedgame-developersubagent · ai-agentsUse this agent when implementing game systems, optimizing graphics rendering, building multiplayer networking, or developing gameplay mechanics for…No signals yetNo commit datelisted armory install game-developer --cli claude
287Unrankedgan-evaluatorsubagent · browser"GAN Harness — Evaluator agent. Tests the live running application via Playwright, scores against rubric, and provides actionable feedback to the…No signals yetNo commit datelisted armory install gan-evaluator --cli claude
288Unrankedgan-generatorsubagent · ai-agents"GAN Harness — Generator agent. Implements features according to the spec, reads evaluator feedback, and iterates until quality threshold is met."No signals yetNo commit datelisted armory install gan-generator --cli claude
289Unrankedgan-plannersubagent · ai-agents"GAN Harness — Planner agent. Expands a one-line prompt into a full product specification with features, sprints, evaluation criteria, and design…No signals yetNo commit datelisted armory install gan-planner --cli claude
290Unrankedgdpr-ccpa-compliancesubagent · ai-agentsUse when the user needs to understand GDPR or CCPA compliance, review data practices, or assess privacy requirements. Triggers on: 'GDPR', 'CCPA'…No signals yetNo commit datelisted armory install gdpr-ccpa-compliance --cli claude
291Unrankedgeneral-purposesubagent · ai-agentsDefault agent for handling complex, multi-step tasks with automatic delegation capabilitiesNo signals yetNo commit datelisted armory install general-purpose --cli claude
292Unrankedgilfoylesubagent · ai-agentsCode review and analysis with the sardonic wit and technical elitism of Bertram Gilfoyle from Silicon Valley. Prepare for brutal honesty about your…No signals yetNo commit datelisted armory install gilfoyle --cli claude
293Unrankedgit-flow-managersubagent · github-vcsGit Flow workflow manager. Use PROACTIVELY for Git Flow operations including branch creation, merging, validation, release management, and pull…No signals yetNo commit datelisted armory install git-flow-manager --cli claude
294Unrankedgit-managersubagent · github-vcsUse this agent when you need to manage Git operations, organize commits, clean up repository history, or optimize Git workflows. This includes…No signals yetNo commit datelisted armory install git-manager --cli claude
295Unrankedgit-pr-workflows-code-reviewersubagent · ai-agentsElite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production…No signals yetNo commit datelisted armory install git-pr-workflows-code-reviewer --cli claude
296Unrankedgit-workflow-managersubagent · front-endUse this agent when you need to design, establish, or optimize Git workflows, branching strategies, and merge management for a project or team.No signals yetNo commit datelisted armory install git-workflow-manager --cli claude
297Unrankedgithub-actions-expertsubagent · authGitHub Actions specialist focused on secure CI/CD workflows, action pinning, OIDC authentication, permissions least privilege, and supply-chain…No signals yetNo commit datelisted armory install github-actions-expert --cli claude
298Unrankedgo-build-resolversubagent · ai-agentsGo build, vet, and compilation error resolution specialist. Fixes build errors, go vet issues, and linter warnings with minimal changes. Use when Go…No signals yetNo commit datelisted armory install go-build-resolver --cli claude
299Unrankedgo-mcp-expertsubagent · back-endExpert assistant for building Model Context Protocol (MCP) servers in Go using the official SDK.No signals yetNo commit datelisted armory install go-mcp-expert --cli claude
300Unrankedgo-reviewersubagent · ai-agentsExpert Go code reviewer specializing in idiomatic Go, concurrency patterns, error handling, and performance. Use for all Go code changes. MUST BE USED…No signals yetNo commit datelisted armory install go-reviewer --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.

Leaderboard · Armory