Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | Unranked | application-performance-observability-engineersubagent · observability | Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident… | No signals yet | No commit datelisted | armory install application-performance-observability-engineer --cli claude |
| 2 | Unranked | application-performance-performance-engineersubagent · observability | Expert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry… | No signals yet | No commit datelisted | armory install application-performance-performance-engineer --cli claude |
| 3 | Unranked | cicd-automation-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 cicd-automation-devops-troubleshooter --cli claude |
| 4 | Unranked | code-archaeologistsubagent · observability | MUST BE USED to explore and document unfamiliar, legacy, or complex codebases. Use PROACTIVELY before refactors, onboarding, audits, or risk reviews… | No signals yet | No commit datelisted | armory install code-archaeologist --cli claude |
| 5 | Unranked | data-analyst-2subagent · observability | Use this agent when you need quantitative analysis, statistical insights, or data-driven research. This includes analyzing numerical data, identifying… | No signals yet | No commit datelisted | armory install data-analyst-2 --cli claude |
| 6 | Unranked | debuggersubagent · observability | Use this agent when you need to diagnose and fix bugs, identify root causes of failures, or analyze error logs and stack traces to resolve issues. | No signals yet | No commit datelisted | armory install debugger --cli claude |
| 7 | Unranked | distributed-debugging-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 distributed-debugging-devops-troubleshooter --cli claude |
| 8 | Unranked | distributed-debugging-error-detectivesubagent · observability | Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use… | No signals yet | No commit datelisted | armory install distributed-debugging-error-detective --cli claude |
| 9 | Unranked | dx-optimizersubagent · observability | Use this agent when optimizing the complete developer workflow including build times, feedback loops, testing efficiency, and developer satisfaction… | No signals yet | No commit datelisted | armory install dx-optimizer --cli claude |
| 10 | Unranked | dynatrace-expertsubagent · observability | The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to… | No signals yet | No commit datelisted | armory install dynatrace-expert --cli claude |
| 11 | Unranked | error-debugging-error-detectivesubagent · observability | Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use… | No signals yet | No commit datelisted | armory install error-debugging-error-detective --cli claude |
| 12 | Unranked | error-diagnostics-error-detectivesubagent · observability | Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use… | No signals yet | No commit datelisted | armory install error-diagnostics-error-detective --cli claude |
| 13 | Unranked | full-stack-orchestration-performance-engineersubagent · observability | Expert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry… | No signals yet | No commit datelisted | armory install full-stack-orchestration-performance-engineer --cli claude |
| 14 | 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 |
| 15 | 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 |
| 16 | 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 |
| 17 | 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 |
| 18 | Unranked | monitoring-specialistsubagent · observability | Monitoring and observability infrastructure specialist. Use PROACTIVELY for metrics collection, alerting systems, log aggregation, distributed… | No signals yet | No commit datelisted | armory install monitoring-specialist --cli claude |
| 19 | Unranked | observability-monitoring-database-optimizersubagent · observability | Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1… | No signals yet | No commit datelisted | armory install observability-monitoring-database-optimizer --cli claude |
| 20 | Unranked | observability-monitoring-network-engineersubagent · observability | Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization. Masters multi-cloud… | No signals yet | No commit datelisted | armory install observability-monitoring-network-engineer --cli claude |
| 21 | Unranked | observability-monitoring-observability-engineersubagent · observability | Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident… | No signals yet | No commit datelisted | armory install observability-monitoring-observability-engineer --cli claude |
| 22 | Unranked | observability-monitoring-performance-engineersubagent · observability | Expert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry… | No signals yet | No commit datelisted | armory install observability-monitoring-performance-engineer --cli claude |
| 23 | Unranked | performance-monitorsubagent · observability | Use when establishing observability infrastructure to track system metrics, detect performance anomalies, and optimize resource usage across… | No signals yet | No commit datelisted | armory install performance-monitor --cli claude |
| 24 | Unranked | performance-testing-review-performance-engineersubagent · observability | Expert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry… | No signals yet | No commit datelisted | armory install performance-testing-review-performance-engineer --cli claude |
| 25 | Unranked | power-bi-performance-expertsubagent · observability | Expert Power BI performance optimization guidance for troubleshooting, monitoring, and improving the performance of Power BI models, reports, and… | No signals yet | No commit datelisted | armory install power-bi-performance-expert --cli claude |
| 26 | Unranked | prdsubagent · observability | Generate a comprehensive Product Requirements Document (PRD) in Markdown, detailing user stories, acceptance criteria, technical considerations, and… | No signals yet | No commit datelisted | armory install prd --cli claude |
| 27 | Unranked | progress-trackersubagent · observability | PROACTIVELY USE this agent when you need to monitor project progress, analyze sprint performance, track task completion rates, identify delivery… | No signals yet | No commit datelisted | armory install progress-tracker --cli claude |
| 28 | Unranked | qa-expertsubagent · observability | Use this agent when you need comprehensive quality assurance strategy, test planning across the entire development cycle, or quality metrics analysis… | No signals yet | No commit datelisted | armory install qa-expert --cli claude |
| 29 | Unranked | quant-analystsubagent · observability | Use this agent when you need to develop quantitative trading strategies, build financial models with rigorous mathematical foundations, or conduct… | No signals yet | No commit datelisted | armory install quant-analyst --cli claude |
| 30 | Unranked | quant-analyst-2subagent · observability | Use this agent when you need to develop quantitative trading strategies, build financial models with rigorous mathematical foundations, or conduct… | No signals yet | No commit datelisted | armory install quant-analyst-2 --cli claude |
| 31 | Unranked | resource-monitorsubagent · observability | PROACTIVELY USE this agent when you need to monitor Claude Code resource usage, analyze API consumption patterns, track token usage and costs… | No signals yet | No commit datelisted | armory install resource-monitor --cli claude |
| 32 | Unranked | risk-manager-2subagent · observability | Use this agent when you need to identify, quantify, and mitigate enterprise-level risks across financial, operational, regulatory, and strategic… | No signals yet | No commit datelisted | armory install risk-manager-2 --cli claude |
| 33 | Unranked | startup-analystsubagent · observability | Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage… | No signals yet | No commit datelisted | armory install startup-analyst --cli claude |
| 34 | Unranked | web-vitals-optimizersubagent · observability | Core Web Vitals optimization specialist. Use PROACTIVELY for improving LCP, FID, CLS, and other web performance metrics to enhance user experience and… | No signals yet | No commit datelisted | armory install web-vitals-optimizer --cli claude |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.