Armory
Source

Leaderboard

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

RankScoreComponentDescriptionEvidenceLast commitInstall
501Unrankedpython-devops-ci-cd-expertsubagent · devopsSpecialized agent for Python DevOps, CI/CD, deployment automation, containerization, and infrastructure as codeNo signals yetNo commit datelisted armory install python-devops-ci-cd-expert --cli claude
502Unrankedpython-expertsubagent · back-endExpert développeur Python spécialisé dans le développement moderne Python 3.12+. DOIT ÊTRE UTILISÉ pour les tâches de développement Python, les API…No signals yetNo commit datelisted armory install python-expert --cli claude
503Unrankedpython-mcp-expertsubagent · back-endExpert assistant for developing Model Context Protocol (MCP) servers in PythonNo signals yetNo commit datelisted armory install python-mcp-expert --cli claude
504Unrankedpython-performance-expertsubagent · ai-agentsSpecialized agent for Python performance optimization, profiling, concurrent programming, and system efficiencyNo signals yetNo commit datelisted armory install python-performance-expert --cli claude
505Unrankedpython-prosubagent · back-endUse this agent when you need to build type-safe, production-ready Python code for web APIs, system utilities, or complex applications requiring modern…No signals yetNo commit datelisted armory install python-pro --cli claude
506Unrankedpython-reviewersubagent · ai-agentsExpert Python code reviewer specializing in PEP 8 compliance, Pythonic idioms, type hints, security, and performance. Use for all Python code changes…No signals yetNo commit datelisted armory install python-reviewer --cli claude
507Unrankedpython-security-expertsubagent · ai-agentsSpecialized agent for Python security, cryptography, secure coding practices, vulnerability assessment, and complianceNo signals yetNo commit datelisted armory install python-security-expert --cli claude
508Unrankedpython-testing-expertsubagent · ai-agentsSpecialized agent for Python testing, test automation, quality assurance, and comprehensive testing strategiesNo signals yetNo commit datelisted armory install python-testing-expert --cli claude
509Unrankedpython-web-scraping-expertsubagent · browserSpecialized agent for Python web scraping, data extraction, automation, and web crawling with modern async techniquesNo signals yetNo commit datelisted armory install python-web-scraping-expert --cli claude
510Unrankedpytorch-build-resolversubagent · ai-agentsPyTorch runtime, CUDA, and training error resolution specialist. Fixes tensor shape mismatches, device errors, gradient issues, DataLoader problems…No signals yetNo commit datelisted armory install pytorch-build-resolver --cli claude
511Unrankedqasubagent · ai-agentsQA Agent. Tests all acceptance criteria and edge cases from orchestrator-output.md. Generates a structured qa-report.md with pass/fail per criterion…No signals yetNo commit datelisted armory install qa --cli claude
512Unrankedqa-coordinatorsubagent · authPROACTIVELY USE this agent when you need to establish quality assurance processes, coordinate testing activities, define quality standards, or ensure…No signals yetNo commit datelisted armory install qa-coordinator --cli claude
513Unrankedqa-expertsubagent · observabilityUse this agent when you need comprehensive quality assurance strategy, test planning across the entire development cycle, or quality metrics analysis…No signals yetNo commit datelisted armory install qa-expert --cli claude
514Unrankedquant-analystsubagent · observabilityUse this agent when you need to develop quantitative trading strategies, build financial models with rigorous mathematical foundations, or conduct…No signals yetNo commit datelisted armory install quant-analyst --cli claude
515Unrankedquant-analyst-2subagent · observabilityUse this agent when you need to develop quantitative trading strategies, build financial models with rigorous mathematical foundations, or conduct…No signals yetNo commit datelisted armory install quant-analyst-2 --cli claude
516Unrankedquery-clarifiersubagent · ai-agentsUse this agent when you need to analyze research queries for clarity and determine if user clarification is needed before proceeding with research…No signals yetNo commit datelisted armory install query-clarifier --cli claude
517Unrankedrails-activerecord-expertsubagent · databaseExpert in Rails ActiveRecord optimization, complex queries, and database performance. Provides intelligent, project-aware database solutions that…No signals yetNo commit datelisted armory install rails-activerecord-expert --cli claude
518Unrankedrails-api-developersubagent · back-endExpert Rails API developer specializing in RESTful APIs and GraphQL. MUST BE USED for Rails API development, API controllers, serializers, or GraphQL…No signals yetNo commit datelisted armory install rails-api-developer --cli claude
519Unrankedrails-backend-expertsubagent · front-endComprehensive Rails backend developer with expertise in all aspects of Ruby on Rails development. MUST BE USED for Rails backend tasks, ActiveRecord…No signals yetNo commit datelisted armory install rails-backend-expert --cli claude
520Unrankedrails-expertsubagent · front-endUse when building or modernizing Rails applications requiring API development, Hotwire reactivity, real-time features, background job processing…No signals yetNo commit datelisted armory install rails-expert --cli claude
521Unrankedreact-component-architectsubagent · front-endExpert React architect specializing in modern patterns and component design. MUST BE USED for React component development, hooks implementation, or…No signals yetNo commit datelisted armory install react-component-architect --cli claude
522Unrankedreact-nextjs-expertsubagent · front-endExpert in Next.js framework specializing in SSR, SSG, ISR, and full-stack React applications. Provides intelligent, project-aware Next.js solutions…No signals yetNo commit datelisted armory install react-nextjs-expert --cli claude
523Unrankedreact-performance-optimizationsubagent · ai-agentsReact performance optimization specialist. Use PROACTIVELY for identifying and fixing performance bottlenecks, bundle optimization, rendering…No signals yetNo commit datelisted armory install react-performance-optimization --cli claude
524Unrankedreact-performance-optimizersubagent · front-endSpecialist in React performance patterns, bundle optimization, and Core Web Vitals. Use PROACTIVELY for React app performance tuning, rendering…No signals yetNo commit datelisted armory install react-performance-optimizer --cli claude
525Unrankedreact-specialistsubagent · front-endUse when optimizing existing React applications for performance, implementing advanced React 18+ features, or solving complex state management and…No signals yetNo commit datelisted armory install react-specialist --cli claude
526Unrankedread-only-auditorsubagent · paymentsUse this agent when you need a security audit that is guaranteed to make no changes to the codebase. This agent has hooks in its frontmatter that…No signals yetNo commit datelisted armory install read-only-auditor --cli claude
527Unrankedreadmesubagent · ai-agentsLanguage Specialists are your expert guides for specific programming languages and their ecosystems. These subagents bring deep knowledge of language…No signals yetNo commit datelisted armory install readme --cli claude
528Unrankedreadme-generatorsubagent · github-vcsUse this agent when you need a maintainer-ready README built from exact repository reality, with deep codebase scanning, zero hallucination, and…No signals yetNo commit datelisted armory install readme-generator --cli claude
529Unrankedreadme-jasubagent · ai-agentsUse the README_JA sub-agent for the matching task.No signals yetNo commit datelisted armory install readme-ja --cli claude
530Unrankedreceipt-verifiersubagent · ai-agentsExpert in Ed25519 signed receipts, JCS canonicalization, hash chains, and offline verification. Use when you need to verify receipt authenticity…No signals yetNo commit datelisted armory install receipt-verifier --cli claude
531Unrankedrefactor-cleanersubagent · ai-agentsDead code cleanup and consolidation specialist. Use PROACTIVELY for removing unused code, duplicates, and refactoring. Runs analysis tools (knip…No signals yetNo commit datelisted armory install refactor-cleaner --cli claude
532Unrankedrefactoring-specialistsubagent · ai-agentsUse when you need to transform poorly structured, complex, or duplicated code into clean, maintainable systems while preserving all existing behavior.No signals yetNo commit datelisted armory install refactoring-specialist --cli claude
533Unrankedreference-buildersubagent · back-endCreates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable…No signals yetNo commit datelisted armory install reference-builder --cli claude
534Unrankedrefine-issuesubagent · ai-agentsRefine the requirement or issue with Acceptance Criteria, Technical Considerations, Edge Cases, and NFRsNo signals yetNo commit datelisted armory install refine-issue --cli claude
535Unrankedreinforcement-learning-engineersubagent · front-endUse when designing RL environments, training agents with reward optimization, implementing policy gradient methods, or deploying decision-making…No signals yetNo commit datelisted armory install reinforcement-learning-engineer --cli claude
536Unrankedreport-generatorsubagent · front-endUse this agent when you need to transform synthesized research findings into a comprehensive, well-structured final report. This agent excels at…No signals yetNo commit datelisted armory install report-generator --cli claude
537Unrankedrequirements-analystsubagent · paymentsPROACTIVELY USE this agent when you need to analyze and formalize business requirements, user needs, or high-level project ideas into detailed…No signals yetNo commit datelisted armory install requirements-analyst --cli claude
538Unrankedrequirements-validatorsubagent · front-endPROACTIVELY USE this agent when you need to validate requirements for completeness, consistency, feasibility, and testability before moving to the…No signals yetNo commit datelisted armory install requirements-validator --cli claude
539Unrankedresearch-analystsubagent · ai-agentsUse this agent when you need comprehensive research across multiple sources with synthesis of findings into actionable insights, trend identification…No signals yetNo commit datelisted armory install research-analyst --cli claude
540Unrankedresearch-brief-generatorsubagent · ai-agentsUse this agent when you need to transform a user's research query into a structured, actionable research brief that will guide subsequent research…No signals yetNo commit datelisted armory install research-brief-generator --cli claude
541Unrankedresearch-coordinatorsubagent · ai-agentsUse this agent when you need to strategically plan and coordinate complex research tasks across multiple specialist researchers. This agent analyzes…No signals yetNo commit datelisted armory install research-coordinator --cli claude
542Unrankedresearch-orchestratorsubagent · ai-agentsUse this agent when you need to coordinate a comprehensive research project that requires multiple specialized agents working in sequence. This agent…No signals yetNo commit datelisted armory install research-orchestrator --cli claude
543Unrankedresearch-synthesizersubagent · ai-agentsUse this agent when you need to consolidate and synthesize findings from multiple research sources or specialist researchers into a unified…No signals yetNo commit datelisted armory install research-synthesizer --cli claude
544Unrankedresearch-technical-spikesubagent · ai-agentsSystematically research and validate technical spike documents through exhaustive investigation and controlled experimentation.No signals yetNo commit datelisted armory install research-technical-spike --cli claude
545Unrankedresource-monitorsubagent · observabilityPROACTIVELY USE this agent when you need to monitor Claude Code resource usage, analyze API consumption patterns, track token usage and costs…No signals yetNo commit datelisted armory install resource-monitor --cli claude
546Unrankedreverse-engineersubagent · ai-agentsExpert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg…No signals yetNo commit datelisted armory install reverse-engineer --cli claude
547Unrankedreviewsubagent · ai-agentsPR Reviewer agent. Reviews implemented code using a 3-tier taxonomy (🔴 Critical / 🟡 Should Fix / 💡 Consider). Auto-resolves minor issues, pauses on…No signals yetNo commit datelisted armory install review --cli claude
548Unrankedreview-agentsubagent · ai-agentsObsidian vault quality assurance specialist. Use PROACTIVELY for cross-checking enhancement work, validating consistency, and ensuring quality across…No signals yetNo commit datelisted armory install review-agent --cli claude
549Unrankedreview-policy-authorsubagent · ai-agentsCedar policy author specialized in gating AI agent review actions (PR comments, reviews, merges, CI edits) behind human approval. Use when writing…No signals yetNo commit datelisted armory install review-policy-author --cli claude
550Unrankedrisk-managersubagent · front-endUse this agent when you need to identify, quantify, and mitigate enterprise-level risks across financial, operational, regulatory, and strategic…No signals yetNo commit datelisted armory install risk-manager --cli claude
551Unrankedrisk-manager-2subagent · observabilityUse this agent when you need to identify, quantify, and mitigate enterprise-level risks across financial, operational, regulatory, and strategic…No signals yetNo commit datelisted armory install risk-manager-2 --cli claude
552Unrankedrootly-incident-respondersubagent · ai-agents|No signals yetNo commit datelisted armory install rootly-incident-responder --cli claude
553Unrankedruby-mcp-expertsubagent · back-endExpert assistance for building Model Context Protocol servers in Ruby using the official MCP Ruby SDK gem with Rails integration.No signals yetNo commit datelisted armory install ruby-mcp-expert --cli claude
554Unrankedruby-prosubagent · ai-agentsWrite idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and…No signals yetNo commit datelisted armory install ruby-pro --cli claude
555Unrankedrust-build-resolversubagent · ai-agentsRust build, compilation, and dependency error resolution specialist. Fixes cargo build errors, borrow checker issues, and Cargo.toml problems with…No signals yetNo commit datelisted armory install rust-build-resolver --cli claude
556Unrankedrust-engineersubagent · ai-agentsUse when building Rust systems where memory safety, ownership patterns, zero-cost abstractions, and performance optimization are critical for systems…No signals yetNo commit datelisted armory install rust-engineer --cli claude
557Unrankedrust-gpt-4-1-beast-modesubagent · ai-agentsRust GPT-4.1 Coding Beast Mode for VS CodeNo signals yetNo commit datelisted armory install rust-gpt-4-1-beast-mode --cli claude
558Unrankedrust-mcp-expertsubagent · ai-agentsExpert assistant for Rust MCP server development using the rmcp SDK with tokio async runtimeNo signals yetNo commit datelisted armory install rust-mcp-expert --cli claude
559Unrankedrust-prosubagent · ai-agentsWrite idiomatic Rust with ownership patterns, lifetimes, and trait implementations. Masters async/await, safe concurrency, and zero-cost abstractions…No signals yetNo commit datelisted armory install rust-pro --cli claude
560Unrankedrust-reviewersubagent · ai-agentsExpert Rust code reviewer specializing in ownership, lifetimes, error handling, unsafe usage, and idiomatic patterns. Use for all Rust code changes…No signals yetNo commit datelisted armory install rust-reviewer --cli claude
561Unrankedsales-automatorsubagent · commsSales automation and outreach specialist. Use PROACTIVELY for cold email campaigns, follow-up sequences, proposal templates, case studies, sales…No signals yetNo commit datelisted armory install sales-automator --cli claude
562Unrankedsales-engineersubagent · ai-agentsUse this agent when you need to conduct technical pre-sales activities including solution architecture, proof-of-concept development, and technical…No signals yetNo commit datelisted armory install sales-engineer --cli claude
563Unrankedsalesforce-expertsubagent · ai-agentsProvide expert Salesforce Platform guidance, including Apex Enterprise Patterns, LWC, integration, and Aura-to-LWC migration.No signals yetNo commit datelisted armory install salesforce-expert --cli claude
564Unrankedscala-prosubagent · front-endMaster enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka…No signals yetNo commit datelisted armory install scala-pro --cli claude
565Unrankedscientific-literature-researchersubagent · searchUse when you need to search scientific literature and retrieve structured experimental data from published studies. Invoke this agent when the task…No signals yetNo commit datelisted armory install scientific-literature-researcher --cli claude
566Unrankedscreenshot-business-analyzersubagent · front-endExtracts business logic, functional modules, and data entities from UI screenshotsNo signals yetNo commit datelisted armory install screenshot-business-analyzer --cli claude
567Unrankedscreenshot-interaction-analyzersubagent · front-endAnalyzes user interaction flows, clickable elements, and state transitions from UI screenshotsNo signals yetNo commit datelisted armory install screenshot-interaction-analyzer --cli claude
568Unrankedscreenshot-reviewersubagent · browserReviews synthesized task lists for completeness, consistency, and qualityNo signals yetNo commit datelisted armory install screenshot-reviewer --cli claude
569Unrankedscreenshot-synthesizersubagent · browserSynthesizes analysis results from multiple agents into a unified feature list and task breakdownNo signals yetNo commit datelisted armory install screenshot-synthesizer --cli claude
570Unrankedscreenshot-ui-analyzersubagent · front-endAnalyzes visual components, layout structure, and design patterns from UI screenshotsNo signals yetNo commit datelisted armory install screenshot-ui-analyzer --cli claude
571Unrankedscrum-mastersubagent · ai-agentsUse when teams need facilitation, process optimization, velocity improvement, or agile ceremony management—especially for sprint planning…No signals yetNo commit datelisted armory install scrum-master --cli claude
572Unrankedsdd-spec-writersubagent · ai-agentsSpecification writer for Spec-Driven Development (SDD) — creates executable specifications that serve as unambiguous contracts for both human…No signals yetNo commit datelisted armory install sdd-spec-writer --cli claude
573Unrankedse-gitops-ci-specialistsubagent · devopsDevOps specialist for CI/CD pipelines, deployment debugging, and GitOps workflows focused on making deployments boring and reliableNo signals yetNo commit datelisted armory install se-gitops-ci-specialist --cli claude
574Unrankedse-product-manager-advisorsubagent · ai-agentsProduct management guidance for creating GitHub issues, aligning business value with user needs, and making data-driven product decisionsNo signals yetNo commit datelisted armory install se-product-manager-advisor --cli claude
575Unrankedse-responsible-ai-codesubagent · front-endResponsible AI specialist ensuring AI works for everyone through bias prevention, accessibility compliance, ethical development, and inclusive designNo signals yetNo commit datelisted armory install se-responsible-ai-code --cli claude
576Unrankedse-security-reviewersubagent · ai-agentsSecurity-focused code review specialist with OWASP Top 10, Zero Trust, LLM security, and enterprise security standardsNo signals yetNo commit datelisted armory install se-security-reviewer --cli claude
577Unrankedse-system-architecture-reviewersubagent · front-endSystem architecture review specialist with Well-Architected frameworks, design validation, and scalability analysis for AI and distributed systemsNo signals yetNo commit datelisted armory install se-system-architecture-reviewer --cli claude
578Unrankedse-technical-writersubagent · ai-agentsTechnical writing specialist for creating developer documentation, technical blogs, tutorials, and educational contentNo signals yetNo commit datelisted armory install se-technical-writer --cli claude
579Unrankedse-ux-ui-designersubagent · front-endJobs-to-be-Done analysis, user journey mapping, and UX research artifacts for Figma and design workflowsNo signals yetNo commit datelisted armory install se-ux-ui-designer --cli claude
580Unrankedsearch-ai-optimization-expertsubagent · searchExpert guidance for modern search optimization: SEO, Answer Engine Optimization (AEO), and Generative Engine Optimization (GEO) with AI-ready content…No signals yetNo commit datelisted armory install search-ai-optimization-expert --cli claude
581Unrankedsearch-specialistsubagent · searchUse when you need to find specific information across multiple sources using advanced search strategies, query optimization, and targeted information…No signals yetNo commit datelisted armory install search-specialist --cli claude
582Unrankedsearch-specialist-2subagent · searchUse when you need to find specific information across multiple sources using advanced search strategies, query optimization, and targeted information…No signals yetNo commit datelisted armory install search-specialist-2 --cli claude
583Unrankedsecurity-analyzersubagent · back-endPROACTIVELY USE this agent when you need to perform comprehensive security analysis on code to identify vulnerabilities, potential attack vectors, and…No signals yetNo commit datelisted armory install security-analyzer --cli claude
584Unrankedsecurity-architectsubagent · front-endPROACTIVELY USE this agent when you need to design comprehensive security frameworks, authentication systems, authorization models, or data protection…No signals yetNo commit datelisted armory install security-architect --cli claude
585Unrankedsecurity-auditorsubagent · devopsUse this agent when conducting comprehensive security audits, compliance assessments, or risk evaluations across systems, infrastructure, and…No signals yetNo commit datelisted armory install security-auditor --cli claude
586Unrankedsecurity-compliance-security-auditorsubagent · authExpert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. Masters vulnerability assessment, threat…No signals yetNo commit datelisted armory install security-compliance-security-auditor --cli claude
587Unrankedsecurity-engineersubagent · devopsUse this agent when implementing comprehensive security solutions across infrastructure, building automated security controls into CI/CD pipelines, or…No signals yetNo commit datelisted armory install security-engineer --cli claude
588Unrankedsecurity-engineer-2subagent · devopsUse this agent when implementing comprehensive security solutions across infrastructure, building automated security controls into CI/CD pipelines, or…No signals yetNo commit datelisted armory install security-engineer-2 --cli claude
589Unrankedsecurity-scanning-security-auditorsubagent · authExpert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. Masters vulnerability assessment, threat…No signals yetNo commit datelisted armory install security-scanning-security-auditor --cli claude
590Unrankedsemantic-kernel-dotnetsubagent · ai-agentsCreate, update, refactor, explain or work with code using the .NET version of Semantic Kernel.No signals yetNo commit datelisted armory install semantic-kernel-dotnet --cli claude
591Unrankedsemantic-kernel-pythonsubagent · ai-agentsCreate, update, refactor, explain or work with code using the Python version of Semantic Kernel.No signals yetNo commit datelisted armory install semantic-kernel-python --cli claude
592Unrankedsenior-code-reviewersubagent · authUse this agent when you need comprehensive code review from a senior fullstack developer perspective, including analysis of code quality, architecture…No signals yetNo commit datelisted armory install senior-code-reviewer --cli claude
593Unrankedseo-analyzersubagent · searchSEO analysis and optimization specialist. Use PROACTIVELY for technical SEO audits, meta tag optimization, performance analysis, and search engine…No signals yetNo commit datelisted armory install seo-analyzer --cli claude
594Unrankedseo-authority-buildersubagent · ai-agentsAnalyzes content for E-E-A-T signals and suggests improvements to build authority and trust. Identifies missing credibility elements. Use PROACTIVELY…No signals yetNo commit datelisted armory install seo-authority-builder --cli claude
595Unrankedseo-cannibalization-detectorsubagent · ai-agentsAnalyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use…No signals yetNo commit datelisted armory install seo-cannibalization-detector --cli claude
596Unrankedseo-content-auditorsubagent · ai-agentsAnalyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on…No signals yetNo commit datelisted armory install seo-content-auditor --cli claude
597Unrankedseo-content-plannersubagent · ai-agentsCreates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content…No signals yetNo commit datelisted armory install seo-content-planner --cli claude
598Unrankedseo-content-refreshersubagent · ai-agentsIdentifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating…No signals yetNo commit datelisted armory install seo-content-refresher --cli claude
599Unrankedseo-content-writersubagent · ai-agentsWrites SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use…No signals yetNo commit datelisted armory install seo-content-writer --cli claude
600Unrankedseo-keyword-strategistsubagent · ai-agentsAnalyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents…No signals yetNo commit datelisted armory install seo-keyword-strategist --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