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 | database-administratorsubagent · database | Use this agent when optimizing database performance, implementing high-availability architectures, setting up disaster recovery, or managing database… | No signals yet | No commit datelisted | armory install database-administrator --cli claude |
| 2 | Unranked | database-architectsubagent · database | Database architecture and design specialist. Use PROACTIVELY for database design decisions, data modeling, scalability planning, microservices data… | No signals yet | No commit datelisted | armory install database-architect --cli claude |
| 3 | Unranked | database-cloud-optimization-database-architectsubagent · database | Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures… | No signals yet | No commit datelisted | armory install database-cloud-optimization-database-architect --cli claude |
| 4 | Unranked | database-cloud-optimization-database-optimizersubagent · database | 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 database-cloud-optimization-database-optimizer --cli claude |
| 5 | Unranked | database-design-database-architectsubagent · database | Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures… | No signals yet | No commit datelisted | armory install database-design-database-architect --cli claude |
| 6 | Unranked | database-migrations-database-optimizersubagent · database | 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 database-migrations-database-optimizer --cli claude |
| 7 | Unranked | database-optimizationsubagent · database | Database performance optimization and query tuning specialist. Use PROACTIVELY for slow queries, indexing strategies, execution plan analysis, and… | No signals yet | No commit datelisted | armory install database-optimization --cli claude |
| 8 | Unranked | database-optimizersubagent · database | Use this agent when you need to analyze slow queries, optimize database performance across multiple systems, or implement indexing strategies to… | No signals yet | No commit datelisted | armory install database-optimizer --cli claude |
| 9 | Unranked | database-reviewersubagent · database | PostgreSQL database specialist for query optimization, schema design, security, and performance. Use PROACTIVELY when writing SQL, creating… | No signals yet | No commit datelisted | armory install database-reviewer --cli claude |
| 10 | Unranked | dependency-management-legacy-modernizersubagent · database | Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward… | No signals yet | No commit datelisted | armory install dependency-management-legacy-modernizer --cli claude |
| 11 | 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 |
| 12 | Unranked | mongodb-performance-advisorsubagent · database | Analyze MongoDB database performance, offer query and index optimization insights and provide actionable recommendations to improve overall usage of… | No signals yet | No commit datelisted | armory install mongodb-performance-advisor --cli claude |
| 13 | Unranked | ms-sql-dbasubagent · database | Work with Microsoft SQL Server databases using the MS SQL extension. | No signals yet | No commit datelisted | armory install ms-sql-dba --cli claude |
| 14 | Unranked | neon-auth-specialistsubagent · database | Neon Auth implementation specialist. Use PROACTIVELY for Stack Auth integration, user management setup, authentication flows, and security best… | No signals yet | No commit datelisted | armory install neon-auth-specialist --cli claude |
| 15 | Unranked | neon-database-architectsubagent · database | Neon database architecture specialist. Use PROACTIVELY for database schema design, Drizzle ORM integration, query optimization, and serverless… | No signals yet | No commit datelisted | armory install neon-database-architect --cli claude |
| 16 | Unranked | neon-expertsubagent · database | General Neon Serverless Postgres consultant. Use PROACTIVELY for initial Neon setup, general database questions, and coordinating with specialized… | No signals yet | No commit datelisted | armory install neon-expert --cli claude |
| 17 | Unranked | neon-migration-specialistsubagent · database | Safe Postgres migrations with zero-downtime using Neon's branching workflow. Test schema changes in isolated database branches, validate thoroughly… | No signals yet | No commit datelisted | armory install neon-migration-specialist --cli claude |
| 18 | Unranked | neon-optimization-analyzersubagent · database | Identify and fix slow Postgres queries automatically using Neon's branching workflow. Analyzes execution plans, tests optimizations in isolated… | No signals yet | No commit datelisted | armory install neon-optimization-analyzer --cli claude |
| 19 | Unranked | nosql-specialistsubagent · database | NoSQL database specialist for MongoDB, Redis, Cassandra, and document/key-value stores. Use PROACTIVELY for schema design, data modeling, performance… | No signals yet | No commit datelisted | armory install nosql-specialist --cli claude |
| 20 | Unranked | performance-engineersubagent · database | Use this agent when you need to identify and eliminate performance bottlenecks in applications, databases, or infrastructure systems, and when… | No signals yet | No commit datelisted | armory install performance-engineer --cli claude |
| 21 | Unranked | postgres-prosubagent · database | Use when you need to optimize PostgreSQL performance, design high-availability replication, or troubleshoot database issues at scale. Invoke this… | No signals yet | No commit datelisted | armory install postgres-pro --cli claude |
| 22 | Unranked | postgresql-dbasubagent · database | Work with PostgreSQL databases using the PostgreSQL extension. | No signals yet | No commit datelisted | armory install postgresql-dba --cli claude |
| 23 | Unranked | rails-activerecord-expertsubagent · database | Expert in Rails ActiveRecord optimization, complex queries, and database performance. Provides intelligent, project-aware database solutions that… | No signals yet | No commit datelisted | armory install rails-activerecord-expert --cli claude |
| 24 | Unranked | smart-contract-auditorsubagent · database | Use this agent when conducting security audits of smart contracts. Specializes in vulnerability detection, attack vector analysis, and comprehensive… | No signals yet | No commit datelisted | armory install smart-contract-auditor --cli claude |
| 25 | 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 |
| 26 | Unranked | supabase-realtime-optimizersubagent · database | Supabase realtime performance specialist. Use PROACTIVELY to optimize realtime subscriptions, debug connection issues, and improve realtime… | No signals yet | No commit datelisted | armory install supabase-realtime-optimizer --cli claude |
| 27 | Unranked | supabase-schema-architectsubagent · database | Supabase database schema design specialist. Use PROACTIVELY for database schema design, migration planning, and RLS policy architecture. | No signals yet | No commit datelisted | armory install supabase-schema-architect --cli claude |
| 28 | Unranked | vector-database-engineersubagent · database | Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG… | No signals yet | No commit datelisted | armory install vector-database-engineer --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.