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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
3Unrankedbettoredge-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
4Unrankedblockchain-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
5Unrankedmcp-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
6Unrankedmodel-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
7Unrankedproduct-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
8Unrankedresearch-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

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