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

RankScoreComponentDescriptionEvidenceLast commitInstall
601Unrankedseo-meta-optimizersubagent · ai-agentsCreates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich…No signals yetNo commit datelisted armory install seo-meta-optimizer --cli claude
602Unrankedseo-podcast-optimizersubagent · ai-agentsSEO podcast optimization specialist. Use PROACTIVELY for creating SEO-friendly titles, meta descriptions, and identifying relevant keywords for…No signals yetNo commit datelisted armory install seo-podcast-optimizer --cli claude
603Unrankedseo-snippet-huntersubagent · ai-agentsFormats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use…No signals yetNo commit datelisted armory install seo-snippet-hunter --cli claude
604Unrankedseo-specialistsubagent · ai-agentsSEO specialist for technical SEO audits, on-page optimization, structured data, Core Web Vitals, and content/keyword mapping. Use for site audits…No signals yetNo commit datelisted armory install seo-specialist --cli claude
605Unrankedseo-structure-architectsubagent · searchAnalyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates…No signals yetNo commit datelisted armory install seo-structure-architect --cli claude
606Unrankedservice-mesh-expertsubagent · back-endExpert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies…No signals yetNo commit datelisted armory install service-mesh-expert --cli claude
607Unrankedsession-continuity-managersubagent · ai-agentsPROACTIVELY USE this agent when you need to end a Claude Code session but want to maintain project context and momentum for future sessions. This…No signals yetNo commit datelisted armory install session-continuity-manager --cli claude
608Unrankedshell-scripting-prosubagent · devopsWrite robust shell scripts with proper error handling, POSIX compliance, and automation patterns. Masters bash/zsh features, process management, and…No signals yetNo commit datelisted armory install shell-scripting-pro --cli claude
609Unrankedshopify-expertsubagent · back-endExpert Shopify development assistant specializing in theme development, Liquid templating, app development, and Shopify APIsNo signals yetNo commit datelisted armory install shopify-expert --cli claude
610Unrankedsilent-failure-huntersubagent · otherReview code for silent failures, swallowed errors, bad fallbacks, and missing error propagation.No signals yetNo commit datelisted armory install silent-failure-hunter --cli claude
611Unrankedsimple-app-idea-generatorsubagent · ai-agentsBrainstorm and develop new application ideas through fun, interactive questioning until ready for specification creation.No signals yetNo commit datelisted armory install simple-app-idea-generator --cli claude
612Unrankedslack-expertsubagent · back-endUse this agent when developing Slack applications, implementing Slack API integrations, or reviewing Slack bot code for security and best practices.No signals yetNo commit datelisted armory install slack-expert --cli claude
613Unrankedsmart-contract-auditorsubagent · databaseUse this agent when conducting security audits of smart contracts. Specializes in vulnerability detection, attack vector analysis, and comprehensive…No signals yetNo commit datelisted armory install smart-contract-auditor --cli claude
614Unrankedsmart-contract-specialistsubagent · front-endUse this agent when developing production-level smart contracts. Specializes in Solidity development, Hardhat/Foundry toolchains, gas optimization…No signals yetNo commit datelisted armory install smart-contract-specialist --cli claude
615Unrankedsocial-media-clip-creatorsubagent · ai-agentsSocial media video clip optimization specialist. Use PROACTIVELY for creating platform-specific clips with proper aspect ratios, subtitles…No signals yetNo commit datelisted armory install social-media-clip-creator --cli claude
616Unrankedsocial-media-copywritersubagent · ai-agentsSocial media content creation specialist. Use PROACTIVELY for creating Twitter threads, LinkedIn posts, and Instagram captions from podcast episode…No signals yetNo commit datelisted armory install social-media-copywriter --cli claude
617Unrankedsoftware-engineer-agent-v1subagent · ai-agentsExpert-level software engineering agent. Deliver production-ready, maintainable code. Execute systematically and specification-driven. Document…No signals yetNo commit datelisted armory install software-engineer-agent-v1 --cli claude
618Unrankedspecificationsubagent · ai-agentsGenerate or update specification documents for new or existing functionality.No signals yetNo commit datelisted armory install specification --cli claude
619Unrankedspring-boot-engineersubagent · front-endUse this agent when building enterprise Spring Boot 3+ applications requiring microservices architecture, cloud-native deployment, or reactive…No signals yetNo commit datelisted armory install spring-boot-engineer --cli claude
620Unrankedsql-prosubagent · databaseUse this agent when you need to optimize complex SQL queries, design efficient database schemas, or solve performance issues across PostgreSQL, MySQL…No signals yetNo commit datelisted armory install sql-pro --cli claude
621Unrankedsre-engineersubagent · front-endUse this agent when you need to establish or improve system reliability through SLO definition, error budget management, and automation. Invoke when…No signals yetNo commit datelisted armory install sre-engineer --cli claude
622Unrankedstackhawk-security-onboardingsubagent · github-vcsAutomatically set up StackHawk security testing for your repository with generated configuration and GitHub Actions workflowNo signals yetNo commit datelisted armory install stackhawk-security-onboarding --cli claude
623Unrankedstakeholder-communicatorsubagent · back-endPROACTIVELY USE this agent when you need to create, manage, or deliver stakeholder communications including status reports, presentation materials…No signals yetNo commit datelisted armory install stakeholder-communicator --cli claude
624Unrankedstartup-analystsubagent · observabilityExpert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage…No signals yetNo commit datelisted armory install startup-analyst --cli claude
625Unrankedsupabase-realtime-optimizersubagent · databaseSupabase realtime performance specialist. Use PROACTIVELY to optimize realtime subscriptions, debug connection issues, and improve realtime…No signals yetNo commit datelisted armory install supabase-realtime-optimizer --cli claude
626Unrankedsupabase-schema-architectsubagent · databaseSupabase database schema design specialist. Use PROACTIVELY for database schema design, migration planning, and RLS policy architecture.No signals yetNo commit datelisted armory install supabase-schema-architect --cli claude
627Unrankedsupply-chain-securitysubagent · ai-agentsAn AI security specialist focused on software supply chain threats: dependencyNo signals yetNo commit datelisted armory install supply-chain-security --cli claude
628Unrankedswift-build-resolversubagent · ai-agentsSwift/Xcode build, compilation, and dependency error resolution specialist. Fixes swift build errors, Xcode build failures, SPM dependency issues, and…No signals yetNo commit datelisted armory install swift-build-resolver --cli claude
629Unrankedswift-expertsubagent · ai-agentsUse this agent when building native iOS, macOS, or server-side Swift applications requiring advanced concurrency patterns, protocol-oriented…No signals yetNo commit datelisted armory install swift-expert --cli claude
630Unrankedswift-mcp-expertsubagent · back-endExpert assistance for building Model Context Protocol servers in Swift using modern concurrency features and the official MCP Swift SDK.No signals yetNo commit datelisted armory install swift-mcp-expert --cli claude
631Unrankedswift-reviewersubagent · ai-agentsExpert Swift code reviewer specializing in protocol-oriented design, value semantics, ARC memory management, Swift Concurrency, and idiomatic…No signals yetNo commit datelisted armory install swift-reviewer --cli claude
632Unrankedsymfony-specialistsubagent · front-endUse when building Symfony 6+/7+/8+ applications, architecting Doctrine ORM entities with complex relationships, implementing Messenger component for…No signals yetNo commit datelisted armory install symfony-specialist --cli claude
633Unrankedsystem-architectsubagent · front-endPROACTIVELY USE this agent when you need to design comprehensive system architectures, select technology stacks, define component interactions, plan…No signals yetNo commit datelisted armory install system-architect --cli claude
634Unrankedtag-agentsubagent · ai-agentsObsidian tag taxonomy specialist. Use PROACTIVELY for normalizing and hierarchically organizing tag taxonomy, consolidating duplicates, and…No signals yetNo commit datelisted armory install tag-agent --cli claude
635Unrankedtailwind-frontend-expertsubagent · front-endMUST BE USED for any Tailwind‑CSS styling, utility‑first refactors, or responsive component work. Use PROACTIVELY whenever a UI task involves Tailwind…No signals yetNo commit datelisted armory install tailwind-frontend-expert --cli claude
636Unrankedtask-decomposition-expertsubagent · back-endUse this agent when you need to break down a complex, multi-step goal into an actionable work breakdown structure with dependencies, parallelism…No signals yetNo commit datelisted armory install task-decomposition-expert --cli claude
637Unrankedtask-distributorsubagent · ai-agentsUse when distributing tasks across multiple agents or workers, managing queues, and balancing workloads to maximize throughput while respecting…No signals yetNo commit datelisted armory install task-distributor --cli claude
638Unrankedtask-plannersubagent · ai-agentsTask planner for creating actionable implementation plans - Brought to you by microsoft/edge-aiNo signals yetNo commit datelisted armory install task-planner --cli claude
639Unrankedtask-researchersubagent · ai-agentsTask research specialist for comprehensive project analysis - Brought to you by microsoft/edge-aiNo signals yetNo commit datelisted armory install task-researcher --cli claude
640Unrankedtdd-greensubagent · ai-agentsImplement minimal code to satisfy GitHub issue requirements and make failing tests pass without over-engineering.No signals yetNo commit datelisted armory install tdd-green --cli claude
641Unrankedtdd-guidesubagent · ai-agentsTest-Driven Development specialist enforcing write-tests-first methodology. Use PROACTIVELY when writing new features, fixing bugs, or refactoring…No signals yetNo commit datelisted armory install tdd-guide --cli claude
642Unrankedtdd-redsubagent · ai-agentsGuide test-first development by writing failing tests that describe desired behaviour from GitHub issue context before implementation exists.No signals yetNo commit datelisted armory install tdd-red --cli claude
643Unrankedtdd-refactorsubagent · front-endImprove code quality, apply security best practices, and enhance design whilst maintaining green tests and GitHub issue compliance.No signals yetNo commit datelisted armory install tdd-refactor --cli claude
644Unrankedtdd-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 tdd-workflows-code-reviewer --cli claude
645Unrankedtdd-workflows-tdd-orchestratorsubagent · ai-agentsMaster TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development…No signals yetNo commit datelisted armory install tdd-workflows-tdd-orchestrator --cli claude
646Unrankedteam-collaboration-dx-optimizersubagent · ai-agentsDeveloper Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when…No signals yetNo commit datelisted armory install team-collaboration-dx-optimizer --cli claude
647Unrankedteam-configuratorsubagent · ai-agentsMUST BE USED to set up—or refresh—the AI development team for the current project. Use PROACTIVELY on new repos or after major tech‑stack changes or…No signals yetNo commit datelisted armory install team-configurator --cli claude
648Unrankedteam-debuggersubagent · ai-agentsHypothesis-driven debugging investigator that investigates one assigned hypothesis, gathering evidence to confirm or falsify it with file:line…No signals yetNo commit datelisted armory install team-debugger --cli claude
649Unrankedteam-implementersubagent · front-endParallel feature builder that implements components within strict file ownership boundaries, coordinating at integration points via messaging. Use…No signals yetNo commit datelisted armory install team-implementer --cli claude
650Unrankedteam-leadsubagent · ai-agentsTeam orchestrator that decomposes work into parallel tasks with file ownership boundaries, manages team lifecycle, and synthesizes results. Use when…No signals yetNo commit datelisted armory install team-lead --cli claude
651Unrankedteam-reviewersubagent · ai-agentsMulti-dimensional code reviewer that operates on one assigned review dimension (security, performance, architecture, testing, or accessibility) with…No signals yetNo commit datelisted armory install team-reviewer --cli claude
652Unrankedtech-debt-remediation-plansubagent · ai-agentsGenerate technical debt remediation plans for code, tests, and documentation.No signals yetNo commit datelisted armory install tech-debt-remediation-plan --cli claude
653Unrankedtech-lead-orchestratorsubagent · ai-agentsSenior technical lead who analyzes complex software projects and provides strategic recommendations. MUST BE USED for any multi-step development task…No signals yetNo commit datelisted armory install tech-lead-orchestrator --cli claude
654Unrankedtechnical-content-evaluatorsubagent · ai-agentsElite technical content editor and curriculum architect for evaluating technical training materials, documentation, and educational content. Reviews…No signals yetNo commit datelisted armory install technical-content-evaluator --cli claude
655Unrankedtechnical-debt-managersubagent · ai-agentsExpert technical debt analyst for code health, maintainability, and strategic refactoring planning. Use PROACTIVELY when codebase shows complexity…No signals yetNo commit datelisted armory install technical-debt-manager --cli claude
656Unrankedtechnical-researchersubagent · back-endUse this agent when you need to analyze code repositories, technical documentation, implementation details, or evaluate technical solutions. This…No signals yetNo commit datelisted armory install technical-researcher --cli claude
657Unrankedtechnical-writersubagent · back-endUse this agent when you need to create, improve, or maintain technical documentation including API references, user guides, SDK documentation, and…No signals yetNo commit datelisted armory install technical-writer --cli claude
658Unrankedtemporal-python-prosubagent · ai-agentsMaster Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await…No signals yetNo commit datelisted armory install temporal-python-pro --cli claude
659Unrankedterraformsubagent · devopsTerraform infrastructure specialist with automated HCP Terraform workflows. Leverages Terraform MCP server for registry integration, workspace…No signals yetNo commit datelisted armory install terraform --cli claude
660Unrankedterraform-azure-implementsubagent · devopsAct as an Azure Terraform Infrastructure as Code coding specialist that creates and reviews Terraform for Azure resources.No signals yetNo commit datelisted armory install terraform-azure-implement --cli claude
661Unrankedterraform-azure-planningsubagent · devopsAct as implementation planner for your Azure Terraform Infrastructure as Code task.No signals yetNo commit datelisted armory install terraform-azure-planning --cli claude
662Unrankedterraform-engineersubagent · devopsUse when building, refactoring, or scaling infrastructure as code using Terraform with focus on multi-cloud deployments, module architecture, and…No signals yetNo commit datelisted armory install terraform-engineer --cli claude
663Unrankedterraform-iac-reviewersubagent · devopsTerraform-focused agent that reviews and creates safer IaC changes with emphasis on state safety, least privilege, module patterns, drift detection…No signals yetNo commit datelisted armory install terraform-iac-reviewer --cli claude
664Unrankedterraform-specialistsubagent · devopsTerraform and Infrastructure as Code specialist. Use PROACTIVELY for Terraform modules, state management, IaC best practices, provider configurations…No signals yetNo commit datelisted armory install terraform-specialist --cli claude
665Unrankedterragrunt-expertsubagent · devopsExpert Terragrunt specialist mastering infrastructure orchestration, DRY configurations, and multi-environment deployments. Masters stacks, units…No signals yetNo commit datelisted armory install terragrunt-expert --cli claude
666Unrankedtest-automatorsubagent · devopsUse this agent when you need to build, implement, or enhance automated test frameworks, create test scripts, or integrate testing into CI/CD…No signals yetNo commit datelisted armory install test-automator --cli claude
667Unrankedtest-automator-2subagent · ai-agentsCreate comprehensive test suites with unit, integration, and e2e tests. Sets up CI pipelines, mocking strategies, and test data. Use PROACTIVELY for…No signals yetNo commit datelisted armory install test-automator-2 --cli claude
668Unrankedtest-engineersubagent · devopsTest automation and quality assurance specialist. Use PROACTIVELY for test strategy, test automation, coverage analysis, CI/CD testing, and quality…No signals yetNo commit datelisted armory install test-engineer --cli claude
669Unrankedtest-generatorsubagent · ai-agentsAnalyzes code changes and generates comprehensive test cases by understanding existing test patterns, edge cases, and testing conventions in the…No signals yetNo commit datelisted armory install test-generator --cli claude
670Unrankedtest-runnersubagent · ai-agentsExecutes tests, analyzes results, identifies failures, diagnoses root causes, and provides actionable fixes for failing testsNo signals yetNo commit datelisted armory install test-runner --cli claude
671Unrankedtest-suite-generatorsubagent · authPROACTIVELY USE this agent when you need to create comprehensive test coverage for new or existing code functionality. This agent MUST BE USED after…No signals yetNo commit datelisted armory install test-suite-generator --cli claude
672Unrankedtext-comparison-validatorsubagent · ai-agentsText comparison and validation specialist. Use PROACTIVELY for comparing extracted text with existing files, detecting discrepancies, and ensuring…No signals yetNo commit datelisted armory install text-comparison-validator --cli claude
673Unrankedthinking-beast-modesubagent · back-endA transcendent coding agent with quantum cognitive architecture, adversarial intelligence, and unrestricted creative freedom.No signals yetNo commit datelisted armory install thinking-beast-mode --cli claude
674Unrankedthreat-modeling-expertsubagent · front-endExpert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security…No signals yetNo commit datelisted armory install threat-modeling-expert --cli claude
675Unrankedtimestamp-precision-specialistsubagent · ai-agentsFrame-accurate timestamp extraction specialist. Use PROACTIVELY for precise cut points, speech boundary detection, silence analysis, and professional…No signals yetNo commit datelisted armory install timestamp-precision-specialist --cli claude
676Unrankedtooling-engineersubagent · ai-agentsUse this agent when you need to build or enhance developer tools including CLIs, code generators, build tools, and IDE extensions.No signals yetNo commit datelisted armory install tooling-engineer --cli claude
677Unrankedtraining-change-managersubagent · devopsPROACTIVELY USE this agent when you need to create training materials, manage organizational change, or ensure smooth system adoption. This agent MUST…No signals yetNo commit datelisted armory install training-change-manager --cli claude
678Unrankedtrend-analystsubagent · ai-agentsUse when analyzing emerging patterns, predicting industry shifts, or developing future scenarios to inform strategic planning and competitive…No signals yetNo commit datelisted armory install trend-analyst --cli claude
679Unrankedtwitter-ai-influencer-managersubagent · ai-agentsTwitter AI influencer engagement specialist. Use PROACTIVELY for interacting with AI thought leaders, posting AI-focused tweets, analyzing influencer…No signals yetNo commit datelisted armory install twitter-ai-influencer-manager --cli claude
680Unrankedtype-design-analyzersubagent · front-endAnalyze type design for encapsulation, invariant expression, usefulness, and enforcement.No signals yetNo commit datelisted armory install type-design-analyzer --cli claude
681Unrankedtypescript-mcp-expertsubagent · back-endExpert assistant for developing Model Context Protocol (MCP) servers in TypeScriptNo signals yetNo commit datelisted armory install typescript-mcp-expert --cli claude
682Unrankedtypescript-prosubagent · ai-agentsUse when implementing TypeScript code requiring advanced type system patterns, complex generics, type-level programming, or end-to-end type safety…No signals yetNo commit datelisted armory install typescript-pro --cli claude
683Unrankedtypescript-reviewersubagent · ai-agentsExpert TypeScript/JavaScript code reviewer specializing in type safety, async correctness, Node/web security, and idiomatic patterns. Use for all…No signals yetNo commit datelisted armory install typescript-reviewer --cli claude
684Unrankeduat-coordinatorsubagent · paymentsPROACTIVELY USE this agent when you need to coordinate user acceptance testing activities, including creating UAT plans, managing test scenarios…No signals yetNo commit datelisted armory install uat-coordinator --cli claude
685Unrankedui-designersubagent · front-endUse this agent when designing visual interfaces, creating design systems, building component libraries, or refining user-facing aesthetics requiring…No signals yetNo commit datelisted armory install ui-designer --cli claude
686Unrankedui-engineersubagent · front-endUse 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 yetNo commit datelisted armory install ui-engineer --cli claude
687Unrankedui-ux-designersubagent · front-endUse proactively when reviewing UI/UX design, evaluating visual interfaces, auditing web components for usability issues, checking accessibility…No signals yetNo commit datelisted armory install ui-ux-designer --cli claude
688Unrankedui-ux-testersubagent · front-endUse this agent when you need exhaustive UI and UX functionality testing driven by documented user flows, with browser or desktop interaction tooling…No signals yetNo commit datelisted armory install ui-ux-tester --cli claude
689Unrankedui-visual-validatorsubagent · front-endRigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification. Masters screenshot analysis…No signals yetNo commit datelisted armory install ui-visual-validator --cli claude
690Unrankedultimate-transparent-thinking-beast-modesubagent · ai-agentsUltimate Transparent Thinking Beast ModeNo signals yetNo commit datelisted armory install ultimate-transparent-thinking-beast-mode --cli claude
691Unrankedunit-testing-debuggersubagent · ai-agentsDebugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.No signals yetNo commit datelisted armory install unit-testing-debugger --cli claude
692Unrankedunit-testing-test-automatorsubagent · devopsMaster 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 unit-testing-test-automator --cli claude
693Unrankedunity-developersubagent · front-endBuild Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and…No signals yetNo commit datelisted armory install unity-developer --cli claude
694Unrankedunity-game-developersubagent · front-endExpert Unity game developer specializing in C# scripting, 3D graphics, mobile optimization, and complete game development workflows. Handles Unity…No signals yetNo commit datelisted armory install unity-game-developer --cli claude
695Unrankedunreal-engine-developersubagent · ai-agentsExpert Unreal Engine developer specializing in C++ programming, Blueprint visual scripting, and AAA game development. Handles Unreal's rendering…No signals yetNo commit datelisted armory install unreal-engine-developer --cli claude
696Unrankedunused-code-cleanersubagent · devopsDetects and removes unused code (imports, functions, classes) across multiple languages. Use PROACTIVELY after refactoring, when removing features, or…No signals yetNo commit datelisted armory install unused-code-cleaner --cli claude
697Unrankedurl-context-validatorsubagent · ai-agentsURL validation and contextual analysis specialist. Use PROACTIVELY for validating links not just for functionality but also for contextual…No signals yetNo commit datelisted armory install url-context-validator --cli claude
698Unrankedurl-link-extractorsubagent · back-endURL and link extraction specialist. Use PROACTIVELY for finding, extracting, and cataloging all URLs and links within website codebases, including…No signals yetNo commit datelisted armory install url-link-extractor --cli claude
699Unrankeduser-story-generatorsubagent · authPROACTIVELY USE this agent when you need to convert high-level requirements, feature requests, or functional specifications into development-ready…No signals yetNo commit datelisted armory install user-story-generator --cli claude
700Unrankedux-researchersubagent · front-endUse this agent when you need to conduct user research, analyze user behavior, or generate actionable insights to validate design decisions and uncover…No signals yetNo commit datelisted armory install ux-researcher --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