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 | business-process-analystsubagent · front-end | PROACTIVELY USE this agent when you need to analyze existing business processes, identify improvement opportunities, translate business requirements… | No signals yet | No commit datelisted | armory install business-process-analyst --cli claude |
| 2 | Unranked | competitive-intelligence-analystsubagent · ai-agents | Competitive intelligence and market research specialist. Use PROACTIVELY for competitor analysis, market positioning research, industry trend… | No signals yet | No commit datelisted | armory install competitive-intelligence-analyst --cli claude |
| 3 | 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 |
| 4 | Unranked | data-engineersubagent · ai-agents | Use this agent when you need to design, build, or optimize data pipelines, ETL/ELT processes, and data infrastructure. Invoke when designing data… | No signals yet | No commit datelisted | armory install data-engineer --cli claude |
| 5 | 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 |
| 6 | 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 |
| 7 | 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 |
| 8 | 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 |
| 9 | Unranked | sql-prosubagent · database | Use this agent when you need to optimize complex SQL queries, design efficient database schemas, or solve performance issues across PostgreSQL, MySQL… | No signals yet | No commit datelisted | armory install sql-pro --cli claude |
| 10 | Unranked | ux-researchersubagent · front-end | Use this agent when you need to conduct user research, analyze user behavior, or generate actionable insights to validate design decisions and uncover… | No signals yet | No 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.