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

RankScoreComponentDescriptionEvidenceLast commitInstall
1Unranked4-1-beastsubagent · ai-agentsAn agent definition that sets GPT-4.1 up as a coding agent.No signals yetNo commit datelisted armory install 4-1-beast --cli claude
2Unrankedagent-creatorsubagent · ai-agentsPROACTIVELY USE this agent when project requirements identify gaps in current agent capabilities that require new specialized agents with specific…No signals yetNo commit datelisted armory install agent-creator --cli claude
3Unrankedapi-scaffolding-backend-architectsubagent · back-endExpert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs…No signals yetNo commit datelisted armory install api-scaffolding-backend-architect --cli claude
4Unrankedazure-logic-apps-expertsubagent · front-endExpert guidance for Azure Logic Apps development focusing on workflow design, integration patterns, and JSON-based Workflow Definition Language.No signals yetNo commit datelisted armory install azure-logic-apps-expert --cli claude
5Unrankedbackend-api-security-backend-architectsubagent · back-endExpert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs…No signals yetNo commit datelisted armory install backend-api-security-backend-architect --cli claude
6Unrankedbackend-architectsubagent · back-endBackend system architecture and API design specialist. Use PROACTIVELY for greenfield service design, monolith decomposition, API paradigm selection…No signals yetNo commit datelisted armory install backend-architect --cli claude
7Unrankedbackend-development-backend-architectsubagent · back-endExpert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs…No signals yetNo commit datelisted armory install backend-development-backend-architect --cli claude
8Unrankedbettoredge-value-findersubagent · ai-agentsFind +EV betting opportunities on BettorEdge prediction markets with edge calculation, Kelly criterion sizing, and bankroll managementNo signals yetNo commit datelisted armory install bettoredge-value-finder --cli claude
9Unrankedblockchain-developersubagent · ai-agentsUse this agent when building smart contracts, DApps, and blockchain protocols that require expertise in Solidity, gas optimization, security auditing…No signals yetNo commit datelisted armory install blockchain-developer --cli claude
10Unrankedc4-componentsubagent · front-endExpert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component…No signals yetNo commit datelisted armory install c4-component --cli claude
11Unrankeddata-engineering-backend-architectsubagent · back-endExpert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs…No signals yetNo commit datelisted armory install data-engineering-backend-architect --cli claude
12Unrankeddatabase-cloud-optimization-backend-architectsubagent · back-endExpert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs…No signals yetNo commit datelisted armory install database-cloud-optimization-backend-architect --cli claude
13Unrankedfintech-engineersubagent · paymentsUse when building payment systems, financial integrations, or compliance-heavy financial applications that require secure transaction processing…No signals yetNo commit datelisted armory install fintech-engineer --cli claude
14Unrankedmcp-server-architectsubagent · ai-agentsMCP server architecture and implementation specialist. Use PROACTIVELY for designing servers, implementing transport layers, tool definitions…No signals yetNo commit datelisted armory install mcp-server-architect --cli claude
15Unrankedmodel-evaluatorsubagent · ai-agentsAI model evaluation and benchmarking specialist. Use when selecting the right model for a specific task, designing evaluation benchmarks from scratch…No signals yetNo commit datelisted armory install model-evaluator --cli claude
16Unrankedmulti-platform-apps-backend-architectsubagent · back-endExpert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs…No signals yetNo commit datelisted armory install multi-platform-apps-backend-architect --cli claude
17Unrankedpayment-integrationsubagent · paymentsUse this agent when implementing payment systems, integrating payment gateways, or handling financial transactions that require PCI compliance, fraud…No signals yetNo commit datelisted armory install payment-integration --cli claude
18Unrankedpayment-integration-2subagent · paymentsUse this agent when implementing payment systems, integrating payment gateways, or handling financial transactions that require PCI compliance, fraud…No signals yetNo commit datelisted armory install payment-integration-2 --cli claude
19Unrankedproduct-managersubagent · ai-agentsUse this agent when you need to make product strategy decisions, prioritize features, or define roadmap plans based on user needs and business goals.No signals yetNo commit datelisted armory install product-manager --cli claude
20Unrankedqa-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
21Unrankedquant-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
22Unrankedquant-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
23Unrankedrails-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
24Unrankedread-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
25Unrankedrequirements-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
26Unrankedresearch-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
27Unrankedrisk-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
28Unrankedsearch-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
29Unrankedsmart-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
30Unrankedsmart-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
31Unrankedsre-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
32Unrankedstartup-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
33Unrankedsystem-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
34Unrankedtask-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
35Unrankedtest-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
36Unrankedweb3-integration-specialistsubagent · front-endUse this agent when building Web3 frontend applications and wallet integrations. Specializes in blockchain connectivity, wallet interactions…No signals yetNo commit datelisted armory install web3-integration-specialist --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.

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