Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 301 | Unranked | golang-prosubagent · back-end | Use when building Go applications requiring concurrent programming, high-performance systems, microservices, or cloud-native architectures where… | No signals yet | No commit datelisted | armory install golang-pro --cli claude |
| 302 | Unranked | gpt-5-beast-modesubagent · ai-agents | Beast Mode 2.0: A powerful autonomous agent tuned specifically for GPT-5 that can solve complex problems by using tools, conducting research, and… | No signals yet | No commit datelisted | armory install gpt-5-beast-mode --cli claude |
| 303 | Unranked | graphql-architectsubagent · back-end | Use this agent when designing or evolving GraphQL schemas across microservices, implementing federation architectures, or optimizing query performance… | No signals yet | No commit datelisted | armory install graphql-architect --cli claude |
| 304 | Unranked | graphql-performance-optimizersubagent · back-end | GraphQL performance analysis and optimization specialist. Use PROACTIVELY for query performance issues, N+1 problems, caching strategies, and… | No signals yet | No commit datelisted | armory install graphql-performance-optimizer --cli claude |
| 305 | Unranked | graphql-security-specialistsubagent · back-end | GraphQL API security and authorization specialist. Use PROACTIVELY for GraphQL security audits, authorization implementation, query validation, and… | No signals yet | No commit datelisted | armory install graphql-security-specialist --cli claude |
| 306 | Unranked | growth-loopssubagent · front-end | Use when the user wants to design a growth loop, understand PLG mechanics, or build sustainable acquisition. Triggers on: 'growth loop', 'flywheel'… | No signals yet | No commit datelisted | armory install growth-loops --cli claude |
| 307 | Unranked | guest-outreach-coordinatorsubagent · ai-agents | Podcast guest outreach and coordination specialist. Use PROACTIVELY for guest research, outreach templates, interview scheduling, pre-interview… | No signals yet | No commit datelisted | armory install guest-outreach-coordinator --cli claude |
| 308 | Unranked | hackathon-ai-strategistsubagent · front-end | Use when a team needs strategic guidance at any stage of a hackathon — from initial ideation through pitch delivery… | No signals yet | No commit datelisted | armory install hackathon-ai-strategist --cli claude |
| 309 | Unranked | harmonyos-app-resolversubagent · back-end | HarmonyOS application development expert specializing in ArkTS and ArkUI. Reviews code for V2 state management compliance, Navigation routing… | No signals yet | No commit datelisted | armory install harmonyos-app-resolver --cli claude |
| 310 | Unranked | harness-optimizersubagent · ai-agents | Analyze and improve the local agent harness configuration for reliability, cost, and throughput. | No signals yet | No commit datelisted | armory install harness-optimizer --cli claude |
| 311 | Unranked | haskell-prosubagent · front-end | Expert Haskell engineer specializing in advanced type systems, pure functional design, and high-reliability software. Use PROACTIVELY for type-level… | No signals yet | No commit datelisted | armory install haskell-pro --cli claude |
| 312 | Unranked | healthcare-adminsubagent · ai-agents | Use when working on healthcare administration tasks including revenue cycle management, HIPAA/compliance auditing, medical coding (ICD-10, CPT, DRGs)… | No signals yet | No commit datelisted | armory install healthcare-admin --cli claude |
| 313 | Unranked | healthcare-reviewersubagent · ai-agents | Reviews healthcare application code for clinical safety, CDSS accuracy, PHI compliance, and medical data integrity. Specialized for EMR/EHR, clinical… | No signals yet | No commit datelisted | armory install healthcare-reviewer --cli claude |
| 314 | Unranked | hipaa-compliancesubagent · ai-agents | Use when the user is building a healthcare product and needs to understand HIPAA compliance. Triggers on: 'HIPAA', 'protected health information'… | No signals yet | No commit datelisted | armory install hipaa-compliance --cli claude |
| 315 | Unranked | hlbpasubagent · comms | Your perfect AI chat mode for high-level architectural documentation and review. Perfect for targeted updates after a story or researching that legacy… | No signals yet | No commit datelisted | armory install hlbpa --cli claude |
| 316 | Unranked | homelab-architectsubagent · front-end | Designs home and small-lab network plans from hardware inventory, goals, and operator experience level, with safe staged changes and rollback… | No signals yet | No commit datelisted | armory install homelab-architect --cli claude |
| 317 | Unranked | hr-prosubagent · ai-agents | Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations. Ask for… | No signals yet | No commit datelisted | armory install hr-pro --cli claude |
| 318 | Unranked | hybrid-cloud-architectsubagent · devops | Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP/OCI and private clouds (OpenStack/VMware). Masters… | No signals yet | No commit datelisted | armory install hybrid-cloud-architect --cli claude |
| 319 | Unranked | image-generatorsubagent · ai-agents | >- | No signals yet | No commit datelisted | armory install image-generator --cli claude |
| 320 | Unranked | implement-2subagent · ai-agents | Developer agent. Implements the architect plan step-by-step, guided by AGENTS.md guardrails. Writes tests, leaves no TODOs, and flags plan deviations… | No signals yet | No commit datelisted | armory install implement-2 --cli claude |
| 321 | 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 |
| 322 | Unranked | incident-respondersubagent · devops | Use this agent when an active security breach, service outage, or operational incident requires immediate response, evidence preservation, and… | No signals yet | No commit datelisted | armory install incident-responder --cli claude |
| 323 | Unranked | incident-responder-2subagent · ai-agents | Handles production incidents with urgency and precision. Use IMMEDIATELY when production issues occur. Coordinates debugging, implements fixes, and… | No signals yet | No commit datelisted | armory install incident-responder-2 --cli claude |
| 324 | Unranked | incident-response-code-reviewersubagent · front-end | Reviews code for logic flaws, type safety gaps, error handling issues, architectural concerns, and similar vulnerability patterns. Provides fix design… | No signals yet | No commit datelisted | armory install incident-response-code-reviewer --cli claude |
| 325 | 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 |
| 326 | Unranked | incident-response-devops-troubleshootersubagent · observability | Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Masters log analysis, distributed… | No signals yet | No commit datelisted | armory install incident-response-devops-troubleshooter --cli claude |
| 327 | Unranked | incident-response-error-detectivesubagent · observability | Analyzes error traces, logs, and observability data to identify error signatures, reproduction steps, user impact, and timeline context for production… | No signals yet | No commit datelisted | armory install incident-response-error-detective --cli claude |
| 328 | Unranked | incident-response-test-automatorsubagent · ai-agents | Creates comprehensive test suites including unit, integration, regression, and security tests. Validates fixes with full coverage and… | No signals yet | No commit datelisted | armory install incident-response-test-automator --cli claude |
| 329 | Unranked | interface-designersubagent · front-end | PROACTIVELY USE this agent when you need to design user interfaces, API specifications, or system integrations that prioritize usability and… | No signals yet | No commit datelisted | armory install interface-designer --cli claude |
| 330 | Unranked | ios-developersubagent · front-end | Native iOS development specialist with Swift and SwiftUI. Use PROACTIVELY for iOS applications, UIKit/SwiftUI components, Core Data integration, app… | No signals yet | No commit datelisted | armory install ios-developer --cli claude |
| 331 | Unranked | iot-engineersubagent · front-end | Use when designing and deploying IoT solutions requiring expertise in device management, edge computing, cloud integration, and handling challenges… | No signals yet | No commit datelisted | armory install iot-engineer --cli claude |
| 332 | Unranked | it-ops-orchestratorsubagent · ai-agents | Use for orchestrating complex IT operations tasks that span multiple domains (PowerShell automation, .NET development, infrastructure management… | No signals yet | No commit datelisted | armory install it-ops-orchestrator --cli claude |
| 333 | Unranked | janitorsubagent · ai-agents | Perform janitorial tasks on any codebase including cleanup, simplification, and tech debt remediation. | No signals yet | No commit datelisted | armory install janitor --cli claude |
| 334 | Unranked | java-architectsubagent · front-end | Use this agent when designing enterprise Java architectures, migrating Spring Boot applications, or establishing microservices patterns for scalable… | No signals yet | No commit datelisted | armory install java-architect --cli claude |
| 335 | 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 |
| 336 | Unranked | java-mcp-expertsubagent · front-end | Expert assistance for building Model Context Protocol servers in Java using reactive streams, the official MCP Java SDK, and Spring Boot integration. | No signals yet | No commit datelisted | armory install java-mcp-expert --cli claude |
| 337 | Unranked | java-prosubagent · back-end | Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including… | No signals yet | No commit datelisted | armory install java-pro --cli claude |
| 338 | Unranked | java-reviewersubagent · database | Expert Java code reviewer for Spring Boot and Quarkus projects. Automatically detects the framework and applies the appropriate review rules. Covers… | No signals yet | No commit datelisted | armory install java-reviewer --cli claude |
| 339 | Unranked | javascript-prosubagent · back-end | Use this agent when you need to build, optimize, or refactor modern JavaScript code for browser, Node.js, or full-stack applications requiring ES2023+… | No signals yet | No commit datelisted | armory install javascript-pro --cli claude |
| 340 | Unranked | jfrog-secsubagent · ai-agents | The dedicated Application Security agent for automated security remediation. Verifies package and version compliance, and suggests vulnerability fixes… | No signals yet | No commit datelisted | armory install jfrog-sec --cli claude |
| 341 | Unranked | julia-prosubagent · ai-agents | Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices. Expert in the Julia ecosystem… | No signals yet | No commit datelisted | armory install julia-pro --cli claude |
| 342 | Unranked | knowledge-synthesizersubagent · ai-agents | Use when you need to extract actionable patterns from agent interactions, synthesize insights across multiple workflows, and enable organizational… | No signals yet | No commit datelisted | armory install knowledge-synthesizer --cli claude |
| 343 | 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 |
| 344 | Unranked | kotlin-mcp-expertsubagent · back-end | Expert assistant for building Model Context Protocol (MCP) servers in Kotlin using the official SDK. | No signals yet | No commit datelisted | armory install kotlin-mcp-expert --cli claude |
| 345 | 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 |
| 346 | Unranked | kotlin-specialistsubagent · back-end | Use when building Kotlin applications requiring advanced coroutine patterns, multiplatform code sharing, or Android/server-side development with… | No signals yet | No commit datelisted | armory install kotlin-specialist --cli claude |
| 347 | Unranked | kubernetes-operations-kubernetes-architectsubagent · devops | Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container… | No signals yet | No commit datelisted | armory install kubernetes-operations-kubernetes-architect --cli claude |
| 348 | Unranked | kubernetes-specialistsubagent · devops | Use this agent when you need to design, deploy, configure, or troubleshoot Kubernetes clusters and workloads in production environments. | No signals yet | No commit datelisted | armory install kubernetes-specialist --cli claude |
| 349 | Unranked | kusto-assistantsubagent · ai-agents | Expert KQL assistant for live Azure Data Explorer analysis via Azure MCP server | No signals yet | No commit datelisted | armory install kusto-assistant --cli claude |
| 350 | Unranked | laravel-backend-expertsubagent · back-end | Laravel backend specialist for any Laravel architecture. MUST BE USED for Laravel backend tasks, controllers, services, or Eloquent models. Handles… | No signals yet | No commit datelisted | armory install laravel-backend-expert --cli claude |
| 351 | Unranked | laravel-eloquent-expertsubagent · front-end | Specialized in Laravel’s Eloquent ORM—designing schemas & migrations, modeling complex relationships, writing efficient queries, and tuning database… | No signals yet | No commit datelisted | armory install laravel-eloquent-expert --cli claude |
| 352 | Unranked | laravel-expert-agentsubagent · ai-agents | Expert Laravel development assistant specializing in modern Laravel 12+ applications with Eloquent, Artisan, testing, and best practices | No signals yet | No commit datelisted | armory install laravel-expert-agent --cli claude |
| 353 | Unranked | laravel-specialistsubagent · back-end | Use when building Laravel 10+ applications, architecting Eloquent models with complex relationships, implementing queue systems for async processing… | No signals yet | No commit datelisted | armory install laravel-specialist --cli claude |
| 354 | Unranked | launchdarkly-flag-cleanupsubagent · ai-agents | A specialized GitHub Copilot agent that uses the LaunchDarkly MCP server to safely automate feature flag cleanup workflows. This agent determines… | No signals yet | No commit datelisted | armory install launchdarkly-flag-cleanup --cli claude |
| 355 | Unranked | legacy-modernizersubagent · ai-agents | Use this agent when modernizing legacy systems that need incremental migration strategies, technical debt reduction, and risk mitigation while… | No signals yet | No commit datelisted | armory install legacy-modernizer --cli claude |
| 356 | Unranked | legal-advisorsubagent · ai-agents | Use this agent when you need to draft contracts, review compliance requirements, develop IP protection strategies, or assess legal risks for… | No signals yet | No commit datelisted | armory install legal-advisor --cli claude |
| 357 | Unranked | legal-advisor-2subagent · devops | Use this agent when you need to draft contracts, review compliance requirements, develop IP protection strategies, or assess legal risks for… | No signals yet | No commit datelisted | armory install legal-advisor-2 --cli claude |
| 358 | Unranked | license-engineersubagent · devops | Use this agent when architecting, implementing, or optimizing end-to-end legal licensing systems—from OSI standard selection and dependency compliance… | No signals yet | No commit datelisted | armory install license-engineer --cli claude |
| 359 | Unranked | lingodotdev-i18nsubagent · ai-agents | Expert at implementing internationalization (i18n) in web applications using a systematic, checklist-driven approach. | No signals yet | No commit datelisted | armory install lingodotdev-i18n --cli claude |
| 360 | Unranked | llm-architectsubagent · devops | Use when designing LLM systems for production, implementing fine-tuning or RAG architectures, optimizing inference serving infrastructure, or managing… | No signals yet | No commit datelisted | armory install llm-architect --cli claude |
| 361 | Unranked | llm-redteam-specialistsubagent · ai-agents | Use this agent when you need to red-team a Large Language Model deployment — jailbreak probes, prompt injection harness design, output-safety… | No signals yet | No commit datelisted | armory install llm-redteam-specialist --cli claude |
| 362 | Unranked | llms-maintainersubagent · ai-agents | LLMs.txt roadmap file generator and maintainer for AI Engine Optimization (AEO). Use after build completion, content changes, or when setting up AI… | No signals yet | No commit datelisted | armory install llms-maintainer --cli claude |
| 363 | Unranked | load-testing-specialistsubagent · ai-agents | Load testing and stress testing specialist. Use PROACTIVELY for creating comprehensive load test scenarios, analyzing performance under stress, and… | No signals yet | No commit datelisted | armory install load-testing-specialist --cli claude |
| 364 | Unranked | loop-operatorsubagent · observability | Operate autonomous agent loops, monitor progress, and intervene safely when loops stall. | No signals yet | No commit datelisted | armory install loop-operator --cli claude |
| 365 | Unranked | m365-adminsubagent · back-end | Use when automating Microsoft 365 administrative tasks including Exchange Online mailbox provisioning, Teams collaboration management, SharePoint site… | No signals yet | No commit datelisted | armory install m365-admin --cli claude |
| 366 | Unranked | machine-learning-engineersubagent · devops | Use this agent when you need to deploy, optimize, or serve machine learning models at scale in production environments. | No signals yet | No commit datelisted | armory install machine-learning-engineer --cli claude |
| 367 | Unranked | malware-analystsubagent · devops | Expert malware analyst specializing in defensive malware research, threat intelligence, and incident response. Masters sandbox analysis, behavioral… | No signals yet | No commit datelisted | armory install malware-analyst --cli claude |
| 368 | Unranked | markdown-syntax-formattersubagent · ai-agents | Markdown formatting specialist. Use PROACTIVELY for converting text to proper markdown syntax, fixing formatting issues, and ensuring consistent… | No signals yet | No commit datelisted | armory install markdown-syntax-formatter --cli claude |
| 369 | Unranked | market-research-analystsubagent · ai-agents | Market research and competitive analysis specialist. Use PROACTIVELY for comprehensive market intelligence, industry trends, competitive analysis, and… | No signals yet | No commit datelisted | armory install market-research-analyst --cli claude |
| 370 | Unranked | market-researchersubagent · ai-agents | Use this agent when you need to analyze markets, understand consumer behavior, assess competitive landscapes, and size opportunities to inform… | No signals yet | No commit datelisted | armory install market-researcher --cli claude |
| 371 | Unranked | marketing-agentsubagent · front-end | Marketing strategist and copywriter for campaign planning, audience research, positioning, copy creation, and content review. Covers landing pages… | No signals yet | No commit datelisted | armory install marketing-agent --cli claude |
| 372 | Unranked | marketing-attribution-analystsubagent · ai-agents | Marketing attribution and performance analysis specialist. Use PROACTIVELY for campaign tracking, attribution modeling, conversion optimization, ROI… | No signals yet | No commit datelisted | armory install marketing-attribution-analyst --cli claude |
| 373 | Unranked | mcp-deployment-orchestratorsubagent · ai-agents | MCP server deployment and operations specialist. Use PROACTIVELY for containerization, Kubernetes deployments, autoscaling, monitoring, security… | No signals yet | No commit datelisted | armory install mcp-deployment-orchestrator --cli claude |
| 374 | Unranked | mcp-developersubagent · back-end | Use this agent when you need to build, debug, or optimize Model Context Protocol (MCP) servers and clients that connect AI systems to external tools… | No signals yet | No commit datelisted | armory install mcp-developer --cli claude |
| 375 | Unranked | mcp-expertsubagent · ai-agents | Model Context Protocol (MCP) integration specialist for the cli-tool components system. Use PROACTIVELY for MCP server configurations, protocol… | No signals yet | No commit datelisted | armory install mcp-expert --cli claude |
| 376 | Unranked | mcp-integration-engineersubagent · ai-agents | MCP server integration and orchestration specialist. Use PROACTIVELY for client-server integration, multi-server orchestration, workflow automation… | No signals yet | No commit datelisted | armory install mcp-integration-engineer --cli claude |
| 377 | Unranked | mcp-m365-agent-expertsubagent · ai-agents | Expert assistant for building MCP-based declarative agents for Microsoft 365 Copilot with Model Context Protocol integration | No signals yet | No commit datelisted | armory install mcp-m365-agent-expert --cli claude |
| 378 | Unranked | mcp-protocol-specialistsubagent · front-end | MCP protocol specification and standards specialist. Use PROACTIVELY for protocol design, specification compliance, transport implementation, and… | No signals yet | No commit datelisted | armory install mcp-protocol-specialist --cli claude |
| 379 | Unranked | mcp-registry-navigatorsubagent · back-end | MCP registry discovery and integration specialist. Use PROACTIVELY for finding servers, evaluating capabilities, generating configurations, and… | No signals yet | No commit datelisted | armory install mcp-registry-navigator --cli claude |
| 380 | Unranked | mcp-security-auditorsubagent · auth | MCP server security specialist. Use PROACTIVELY for security reviews, OAuth implementation, RBAC design, compliance frameworks, and vulnerability… | No signals yet | No commit datelisted | armory install mcp-security-auditor --cli claude |
| 381 | Unranked | mcp-server-architectsubagent · ai-agents | MCP server architecture and implementation specialist. Use PROACTIVELY for designing servers, implementing transport layers, tool definitions… | No signals yet | No commit datelisted | armory install mcp-server-architect --cli claude |
| 382 | Unranked | mcp-testing-engineersubagent · ai-agents | MCP server testing and quality assurance specialist. Use PROACTIVELY for protocol compliance, security testing, performance evaluation, and debugging… | No signals yet | No commit datelisted | armory install mcp-testing-engineer --cli claude |
| 383 | Unranked | memory-managersubagent · ai-agents | PROACTIVELY USE this agent when project memory becomes cluttered, CLAUDE.md files are getting too long, outdated information needs to be removed… | No signals yet | No commit datelisted | armory install memory-manager --cli claude |
| 384 | Unranked | mentorsubagent · ai-agents | Help mentor the engineer by providing guidance and support. | No signals yet | No commit datelisted | armory install mentor --cli claude |
| 385 | Unranked | mermaid-expertsubagent · ai-agents | Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling. Use PROACTIVELY for… | No signals yet | No commit datelisted | armory install mermaid-expert --cli claude |
| 386 | Unranked | meta-agentic-project-scaffoldsubagent · ai-agents | Meta agentic project creation assistant to help users create and manage project workflows effectively. | No signals yet | No commit datelisted | armory install meta-agentic-project-scaffold --cli claude |
| 387 | Unranked | metadata-agentsubagent · ai-agents | Obsidian metadata management specialist. Use PROACTIVELY for frontmatter standardization, metadata addition, and ensuring consistent file metadata… | No signals yet | No commit datelisted | armory install metadata-agent --cli claude |
| 388 | Unranked | microservices-architectsubagent · front-end | Use when designing distributed system architecture, decomposing monolithic applications into independent microservices, or establishing communication… | No signals yet | No commit datelisted | armory install microservices-architect --cli claude |
| 389 | Unranked | microsoft-agent-framework-dotnetsubagent · ai-agents | Create, update, refactor, explain or work with code using the .NET version of Microsoft Agent Framework. | No signals yet | No commit datelisted | armory install microsoft-agent-framework-dotnet --cli claude |
| 390 | Unranked | microsoft-agent-framework-pythonsubagent · ai-agents | Create, update, refactor, explain or work with code using the Python version of Microsoft Agent Framework. | No signals yet | No commit datelisted | armory install microsoft-agent-framework-python --cli claude |
| 391 | Unranked | microsoft-learn-contributorsubagent · comms | Microsoft Learn Contributor chatmode for editing and writing Microsoft Learn documentation following Microsoft Writing Style Guide and authoring best… | No signals yet | No commit datelisted | armory install microsoft-learn-contributor --cli claude |
| 392 | Unranked | microsoft-study-modesubagent · devops | Activate your personal Microsoft/Azure tutor - learn through guided discovery, not just answers. | No signals yet | No commit datelisted | armory install microsoft-study-mode --cli claude |
| 393 | Unranked | minecraft-bukkit-prosubagent · back-end | Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs. Specializes in event-driven architecture, command systems, world… | No signals yet | No commit datelisted | armory install minecraft-bukkit-pro --cli claude |
| 394 | Unranked | ml-data-expertsubagent · ai-agents | Expert en Machine Learning et Data Science avec Python. DOIT ÊTRE UTILISÉ pour l'analyse de données, les modèles ML/AI, le traitement de données, la… | No signals yet | No commit datelisted | armory install ml-data-expert --cli claude |
| 395 | Unranked | ml-engineersubagent · devops | Use this agent when building production ML systems requiring model training pipelines, model serving infrastructure, performance optimization, and… | No signals yet | No commit datelisted | armory install ml-engineer --cli claude |
| 396 | Unranked | mle-reviewersubagent · observability | Production machine-learning engineering reviewer for data contracts, feature pipelines, training reproducibility, offline/online evaluation, model… | No signals yet | No commit datelisted | armory install mle-reviewer --cli claude |
| 397 | 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 |
| 398 | Unranked | mobile-app-developersubagent · ai-agents | Use this agent when developing iOS and Android mobile applications with focus on native or cross-platform implementation, performance optimization… | No signals yet | No commit datelisted | armory install mobile-app-developer --cli claude |
| 399 | Unranked | mobile-developersubagent · front-end | Use this agent when building cross-platform mobile applications requiring native performance optimization, platform-specific features, and… | No signals yet | No commit datelisted | armory install mobile-developer --cli claude |
| 400 | Unranked | mobile-security-codersubagent · ai-agents | Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns. Use PROACTIVELY… | No signals yet | No commit datelisted | armory install mobile-security-coder --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.