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

RankScoreComponentDescriptionEvidenceLast commitInstall
201Unrankedpodcast-trend-scoutsubagent · ai-agentsPodcast trend analysis specialist. Use PROACTIVELY for identifying emerging tech topics, breaking developments, and timely content suggestions for…No signals yetNo commit datelisted armory install podcast-trend-scout --cli claude
202Unrankedpolicy-enforcersubagent · ai-agentsCedar policy author and reviewer for Claude Code tool calls. Writes, audits, and explains Cedar policies that govern Bash, Edit, Write, WebFetch, and…No signals yetNo commit datelisted armory install policy-enforcer --cli claude
203Unrankedposix-shell-prosubagent · ai-agentsExpert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant…No signals yetNo commit datelisted armory install posix-shell-pro --cli claude
204Unrankedpower-bi-dax-expertsubagent · ai-agentsExpert Power BI DAX guidance using Microsoft best practices for performance, readability, and maintainability of DAX formulas and calculations.No signals yetNo commit datelisted armory install power-bi-dax-expert --cli claude
205Unrankedpower-platform-expertsubagent · ai-agentsPower Platform expert providing guidance on Code Apps, canvas apps, Dataverse, connectors, and Power Platform best practicesNo signals yetNo commit datelisted armory install power-platform-expert --cli claude
206Unrankedpower-platform-mcp-integration-expertsubagent · ai-agentsExpert in Power Platform custom connector development with MCP integration for Copilot Studio - comprehensive knowledge of schemas, protocols, and…No signals yetNo commit datelisted armory install power-platform-mcp-integration-expert --cli claude
207Unrankedpr-test-analyzersubagent · ai-agentsReview pull request test coverage quality and completeness, with emphasis on behavioral coverage and real bug prevention.No signals yetNo commit datelisted armory install pr-test-analyzer --cli claude
208Unrankedprincipal-software-engineersubagent · ai-agentsProvide principal-level software engineering guidance with focus on engineering excellence, technical leadership, and pragmatic implementation.No signals yetNo commit datelisted armory install principal-software-engineer --cli claude
209Unrankedproduct-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
210Unrankedproduct-strategistsubagent · ai-agentsProduct strategy and roadmap planning specialist. Use PROACTIVELY for product positioning, market analysis, feature prioritization, go-to-market…No signals yetNo commit datelisted armory install product-strategist --cli claude
211Unrankedproject-analystsubagent · ai-agentsMUST BE USED to analyse any new or unfamiliar codebase. Use PROACTIVELY to detect frameworks, tech stacks, and architecture so specialists can be…No signals yetNo commit datelisted armory install project-analyst --cli claude
212Unrankedproject-idea-validatorsubagent · ai-agentsUse this agent when you need an idea pressure-tested with brutal honesty, competitor teardown, market validation, and clear go/no-go guidance before…No signals yetNo commit datelisted armory install project-idea-validator --cli claude
213Unrankedproject-managersubagent · ai-agentsUse this agent when you need to establish project plans, track execution progress, manage risks, control budget/schedule, and coordinate stakeholders…No signals yetNo commit datelisted armory install project-manager --cli claude
214Unrankedproject-orchestratorsubagent · ai-agentsPROACTIVELY USE this agent when you need autonomous end-to-end project execution with minimal user intervention. This agent MUST BE USED for complex…No signals yetNo commit datelisted armory install project-orchestrator --cli claude
215Unrankedproject-plannersubagent · ai-agentsPROACTIVELY USE this agent when you need to create comprehensive project plans, break down complex requirements into manageable tasks, estimate…No signals yetNo commit datelisted armory install project-planner --cli claude
216Unrankedproject-supervisor-orchestratorsubagent · ai-agentsProject workflow orchestrator. Use PROACTIVELY for managing complex multi-step workflows that coordinate multiple specialized agents in sequence with…No signals yetNo commit datelisted armory install project-supervisor-orchestrator --cli claude
217Unrankedprompt-buildersubagent · ai-agentsExpert prompt engineering and validation system for creating high-quality prompts - Brought to you by microsoft/edge-aiNo signals yetNo commit datelisted armory install prompt-builder --cli claude
218Unrankedprompt-craftersubagent · ai-agents>-No signals yetNo commit datelisted armory install prompt-crafter --cli claude
219Unrankedprompt-engineersubagent · ai-agentsUse this agent when you need to design, optimize, test, or evaluate prompts for large language models in production systems.No signals yetNo commit datelisted armory install prompt-engineer --cli claude
220Unrankedprompt-engineer-2subagent · ai-agentsA specialized chat mode for analyzing and improving prompts. Every user input is treated as a prompt to be improved. It evaluates the prompt against a…No signals yetNo commit datelisted armory install prompt-engineer-2 --cli claude
221Unrankedpython-performance-expertsubagent · ai-agentsSpecialized agent for Python performance optimization, profiling, concurrent programming, and system efficiencyNo signals yetNo commit datelisted armory install python-performance-expert --cli claude
222Unrankedpython-reviewersubagent · ai-agentsExpert Python code reviewer specializing in PEP 8 compliance, Pythonic idioms, type hints, security, and performance. Use for all Python code changes…No signals yetNo commit datelisted armory install python-reviewer --cli claude
223Unrankedpython-security-expertsubagent · ai-agentsSpecialized agent for Python security, cryptography, secure coding practices, vulnerability assessment, and complianceNo signals yetNo commit datelisted armory install python-security-expert --cli claude
224Unrankedpython-testing-expertsubagent · ai-agentsSpecialized agent for Python testing, test automation, quality assurance, and comprehensive testing strategiesNo signals yetNo commit datelisted armory install python-testing-expert --cli claude
225Unrankedpytorch-build-resolversubagent · ai-agentsPyTorch runtime, CUDA, and training error resolution specialist. Fixes tensor shape mismatches, device errors, gradient issues, DataLoader problems…No signals yetNo commit datelisted armory install pytorch-build-resolver --cli claude
226Unrankedqasubagent · ai-agentsQA Agent. Tests all acceptance criteria and edge cases from orchestrator-output.md. Generates a structured qa-report.md with pass/fail per criterion…No signals yetNo commit datelisted armory install qa --cli claude
227Unrankedquery-clarifiersubagent · ai-agentsUse this agent when you need to analyze research queries for clarity and determine if user clarification is needed before proceeding with research…No signals yetNo commit datelisted armory install query-clarifier --cli claude
228Unrankedreact-performance-optimizationsubagent · ai-agentsReact performance optimization specialist. Use PROACTIVELY for identifying and fixing performance bottlenecks, bundle optimization, rendering…No signals yetNo commit datelisted armory install react-performance-optimization --cli claude
229Unrankedreadmesubagent · ai-agentsLanguage Specialists are your expert guides for specific programming languages and their ecosystems. These subagents bring deep knowledge of language…No signals yetNo commit datelisted armory install readme --cli claude
230Unrankedreadme-jasubagent · ai-agentsUse the README_JA sub-agent for the matching task.No signals yetNo commit datelisted armory install readme-ja --cli claude
231Unrankedreceipt-verifiersubagent · ai-agentsExpert in Ed25519 signed receipts, JCS canonicalization, hash chains, and offline verification. Use when you need to verify receipt authenticity…No signals yetNo commit datelisted armory install receipt-verifier --cli claude
232Unrankedrefactor-cleanersubagent · ai-agentsDead code cleanup and consolidation specialist. Use PROACTIVELY for removing unused code, duplicates, and refactoring. Runs analysis tools (knip…No signals yetNo commit datelisted armory install refactor-cleaner --cli claude
233Unrankedrefactoring-specialistsubagent · ai-agentsUse when you need to transform poorly structured, complex, or duplicated code into clean, maintainable systems while preserving all existing behavior.No signals yetNo commit datelisted armory install refactoring-specialist --cli claude
234Unrankedrefine-issuesubagent · ai-agentsRefine the requirement or issue with Acceptance Criteria, Technical Considerations, Edge Cases, and NFRsNo signals yetNo commit datelisted armory install refine-issue --cli claude
235Unrankedresearch-analystsubagent · ai-agentsUse this agent when you need comprehensive research across multiple sources with synthesis of findings into actionable insights, trend identification…No signals yetNo commit datelisted armory install research-analyst --cli claude
236Unrankedresearch-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
237Unrankedresearch-coordinatorsubagent · ai-agentsUse this agent when you need to strategically plan and coordinate complex research tasks across multiple specialist researchers. This agent analyzes…No signals yetNo commit datelisted armory install research-coordinator --cli claude
238Unrankedresearch-orchestratorsubagent · ai-agentsUse this agent when you need to coordinate a comprehensive research project that requires multiple specialized agents working in sequence. This agent…No signals yetNo commit datelisted armory install research-orchestrator --cli claude
239Unrankedresearch-synthesizersubagent · ai-agentsUse this agent when you need to consolidate and synthesize findings from multiple research sources or specialist researchers into a unified…No signals yetNo commit datelisted armory install research-synthesizer --cli claude
240Unrankedresearch-technical-spikesubagent · ai-agentsSystematically research and validate technical spike documents through exhaustive investigation and controlled experimentation.No signals yetNo commit datelisted armory install research-technical-spike --cli claude
241Unrankedreverse-engineersubagent · ai-agentsExpert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg…No signals yetNo commit datelisted armory install reverse-engineer --cli claude
242Unrankedreviewsubagent · ai-agentsPR Reviewer agent. Reviews implemented code using a 3-tier taxonomy (🔴 Critical / 🟡 Should Fix / 💡 Consider). Auto-resolves minor issues, pauses on…No signals yetNo commit datelisted armory install review --cli claude
243Unrankedreview-agentsubagent · ai-agentsObsidian vault quality assurance specialist. Use PROACTIVELY for cross-checking enhancement work, validating consistency, and ensuring quality across…No signals yetNo commit datelisted armory install review-agent --cli claude
244Unrankedreview-policy-authorsubagent · ai-agentsCedar policy author specialized in gating AI agent review actions (PR comments, reviews, merges, CI edits) behind human approval. Use when writing…No signals yetNo commit datelisted armory install review-policy-author --cli claude
245Unrankedrootly-incident-respondersubagent · ai-agents|No signals yetNo commit datelisted armory install rootly-incident-responder --cli claude
246Unrankedruby-prosubagent · ai-agentsWrite idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and…No signals yetNo commit datelisted armory install ruby-pro --cli claude
247Unrankedrust-build-resolversubagent · ai-agentsRust build, compilation, and dependency error resolution specialist. Fixes cargo build errors, borrow checker issues, and Cargo.toml problems with…No signals yetNo commit datelisted armory install rust-build-resolver --cli claude
248Unrankedrust-engineersubagent · ai-agentsUse when building Rust systems where memory safety, ownership patterns, zero-cost abstractions, and performance optimization are critical for systems…No signals yetNo commit datelisted armory install rust-engineer --cli claude
249Unrankedrust-gpt-4-1-beast-modesubagent · ai-agentsRust GPT-4.1 Coding Beast Mode for VS CodeNo signals yetNo commit datelisted armory install rust-gpt-4-1-beast-mode --cli claude
250Unrankedrust-mcp-expertsubagent · ai-agentsExpert assistant for Rust MCP server development using the rmcp SDK with tokio async runtimeNo signals yetNo commit datelisted armory install rust-mcp-expert --cli claude
251Unrankedrust-prosubagent · ai-agentsWrite idiomatic Rust with ownership patterns, lifetimes, and trait implementations. Masters async/await, safe concurrency, and zero-cost abstractions…No signals yetNo commit datelisted armory install rust-pro --cli claude
252Unrankedrust-reviewersubagent · ai-agentsExpert Rust code reviewer specializing in ownership, lifetimes, error handling, unsafe usage, and idiomatic patterns. Use for all Rust code changes…No signals yetNo commit datelisted armory install rust-reviewer --cli claude
253Unrankedsales-engineersubagent · ai-agentsUse this agent when you need to conduct technical pre-sales activities including solution architecture, proof-of-concept development, and technical…No signals yetNo commit datelisted armory install sales-engineer --cli claude
254Unrankedsalesforce-expertsubagent · ai-agentsProvide expert Salesforce Platform guidance, including Apex Enterprise Patterns, LWC, integration, and Aura-to-LWC migration.No signals yetNo commit datelisted armory install salesforce-expert --cli claude
255Unrankedscrum-mastersubagent · ai-agentsUse when teams need facilitation, process optimization, velocity improvement, or agile ceremony management—especially for sprint planning…No signals yetNo commit datelisted armory install scrum-master --cli claude
256Unrankedsdd-spec-writersubagent · ai-agentsSpecification writer for Spec-Driven Development (SDD) — creates executable specifications that serve as unambiguous contracts for both human…No signals yetNo commit datelisted armory install sdd-spec-writer --cli claude
257Unrankedse-product-manager-advisorsubagent · ai-agentsProduct management guidance for creating GitHub issues, aligning business value with user needs, and making data-driven product decisionsNo signals yetNo commit datelisted armory install se-product-manager-advisor --cli claude
258Unrankedse-security-reviewersubagent · ai-agentsSecurity-focused code review specialist with OWASP Top 10, Zero Trust, LLM security, and enterprise security standardsNo signals yetNo commit datelisted armory install se-security-reviewer --cli claude
259Unrankedse-technical-writersubagent · ai-agentsTechnical writing specialist for creating developer documentation, technical blogs, tutorials, and educational contentNo signals yetNo commit datelisted armory install se-technical-writer --cli claude
260Unrankedsemantic-kernel-dotnetsubagent · ai-agentsCreate, update, refactor, explain or work with code using the .NET version of Semantic Kernel.No signals yetNo commit datelisted armory install semantic-kernel-dotnet --cli claude
261Unrankedsemantic-kernel-pythonsubagent · ai-agentsCreate, update, refactor, explain or work with code using the Python version of Semantic Kernel.No signals yetNo commit datelisted armory install semantic-kernel-python --cli claude
262Unrankedseo-authority-buildersubagent · ai-agentsAnalyzes content for E-E-A-T signals and suggests improvements to build authority and trust. Identifies missing credibility elements. Use PROACTIVELY…No signals yetNo commit datelisted armory install seo-authority-builder --cli claude
263Unrankedseo-cannibalization-detectorsubagent · ai-agentsAnalyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use…No signals yetNo commit datelisted armory install seo-cannibalization-detector --cli claude
264Unrankedseo-content-auditorsubagent · ai-agentsAnalyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on…No signals yetNo commit datelisted armory install seo-content-auditor --cli claude
265Unrankedseo-content-plannersubagent · ai-agentsCreates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content…No signals yetNo commit datelisted armory install seo-content-planner --cli claude
266Unrankedseo-content-refreshersubagent · ai-agentsIdentifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating…No signals yetNo commit datelisted armory install seo-content-refresher --cli claude
267Unrankedseo-content-writersubagent · ai-agentsWrites SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use…No signals yetNo commit datelisted armory install seo-content-writer --cli claude
268Unrankedseo-keyword-strategistsubagent · ai-agentsAnalyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents…No signals yetNo commit datelisted armory install seo-keyword-strategist --cli claude
269Unrankedseo-meta-optimizersubagent · ai-agentsCreates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich…No signals yetNo commit datelisted armory install seo-meta-optimizer --cli claude
270Unrankedseo-podcast-optimizersubagent · ai-agentsSEO podcast optimization specialist. Use PROACTIVELY for creating SEO-friendly titles, meta descriptions, and identifying relevant keywords for…No signals yetNo commit datelisted armory install seo-podcast-optimizer --cli claude
271Unrankedseo-snippet-huntersubagent · ai-agentsFormats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use…No signals yetNo commit datelisted armory install seo-snippet-hunter --cli claude
272Unrankedseo-specialistsubagent · ai-agentsSEO specialist for technical SEO audits, on-page optimization, structured data, Core Web Vitals, and content/keyword mapping. Use for site audits…No signals yetNo commit datelisted armory install seo-specialist --cli claude
273Unrankedsession-continuity-managersubagent · ai-agentsPROACTIVELY USE this agent when you need to end a Claude Code session but want to maintain project context and momentum for future sessions. This…No signals yetNo commit datelisted armory install session-continuity-manager --cli claude
274Unrankedsimple-app-idea-generatorsubagent · ai-agentsBrainstorm and develop new application ideas through fun, interactive questioning until ready for specification creation.No signals yetNo commit datelisted armory install simple-app-idea-generator --cli claude
275Unrankedsocial-media-clip-creatorsubagent · ai-agentsSocial media video clip optimization specialist. Use PROACTIVELY for creating platform-specific clips with proper aspect ratios, subtitles…No signals yetNo commit datelisted armory install social-media-clip-creator --cli claude
276Unrankedsocial-media-copywritersubagent · ai-agentsSocial media content creation specialist. Use PROACTIVELY for creating Twitter threads, LinkedIn posts, and Instagram captions from podcast episode…No signals yetNo commit datelisted armory install social-media-copywriter --cli claude
277Unrankedsoftware-engineer-agent-v1subagent · ai-agentsExpert-level software engineering agent. Deliver production-ready, maintainable code. Execute systematically and specification-driven. Document…No signals yetNo commit datelisted armory install software-engineer-agent-v1 --cli claude
278Unrankedspecificationsubagent · ai-agentsGenerate or update specification documents for new or existing functionality.No signals yetNo commit datelisted armory install specification --cli claude
279Unrankedsupply-chain-securitysubagent · ai-agentsAn AI security specialist focused on software supply chain threats: dependencyNo signals yetNo commit datelisted armory install supply-chain-security --cli claude
280Unrankedswift-build-resolversubagent · ai-agentsSwift/Xcode build, compilation, and dependency error resolution specialist. Fixes swift build errors, Xcode build failures, SPM dependency issues, and…No signals yetNo commit datelisted armory install swift-build-resolver --cli claude
281Unrankedswift-expertsubagent · ai-agentsUse this agent when building native iOS, macOS, or server-side Swift applications requiring advanced concurrency patterns, protocol-oriented…No signals yetNo commit datelisted armory install swift-expert --cli claude
282Unrankedswift-reviewersubagent · ai-agentsExpert Swift code reviewer specializing in protocol-oriented design, value semantics, ARC memory management, Swift Concurrency, and idiomatic…No signals yetNo commit datelisted armory install swift-reviewer --cli claude
283Unrankedtag-agentsubagent · ai-agentsObsidian tag taxonomy specialist. Use PROACTIVELY for normalizing and hierarchically organizing tag taxonomy, consolidating duplicates, and…No signals yetNo commit datelisted armory install tag-agent --cli claude
284Unrankedtask-distributorsubagent · ai-agentsUse when distributing tasks across multiple agents or workers, managing queues, and balancing workloads to maximize throughput while respecting…No signals yetNo commit datelisted armory install task-distributor --cli claude
285Unrankedtask-plannersubagent · ai-agentsTask planner for creating actionable implementation plans - Brought to you by microsoft/edge-aiNo signals yetNo commit datelisted armory install task-planner --cli claude
286Unrankedtask-researchersubagent · ai-agentsTask research specialist for comprehensive project analysis - Brought to you by microsoft/edge-aiNo signals yetNo commit datelisted armory install task-researcher --cli claude
287Unrankedtdd-greensubagent · ai-agentsImplement minimal code to satisfy GitHub issue requirements and make failing tests pass without over-engineering.No signals yetNo commit datelisted armory install tdd-green --cli claude
288Unrankedtdd-guidesubagent · ai-agentsTest-Driven Development specialist enforcing write-tests-first methodology. Use PROACTIVELY when writing new features, fixing bugs, or refactoring…No signals yetNo commit datelisted armory install tdd-guide --cli claude
289Unrankedtdd-redsubagent · ai-agentsGuide test-first development by writing failing tests that describe desired behaviour from GitHub issue context before implementation exists.No signals yetNo commit datelisted armory install tdd-red --cli claude
290Unrankedtdd-workflows-code-reviewersubagent · ai-agentsElite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production…No signals yetNo commit datelisted armory install tdd-workflows-code-reviewer --cli claude
291Unrankedtdd-workflows-tdd-orchestratorsubagent · ai-agentsMaster TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development…No signals yetNo commit datelisted armory install tdd-workflows-tdd-orchestrator --cli claude
292Unrankedteam-collaboration-dx-optimizersubagent · ai-agentsDeveloper Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when…No signals yetNo commit datelisted armory install team-collaboration-dx-optimizer --cli claude
293Unrankedteam-configuratorsubagent · ai-agentsMUST BE USED to set up—or refresh—the AI development team for the current project. Use PROACTIVELY on new repos or after major tech‑stack changes or…No signals yetNo commit datelisted armory install team-configurator --cli claude
294Unrankedteam-debuggersubagent · ai-agentsHypothesis-driven debugging investigator that investigates one assigned hypothesis, gathering evidence to confirm or falsify it with file:line…No signals yetNo commit datelisted armory install team-debugger --cli claude
295Unrankedteam-leadsubagent · ai-agentsTeam orchestrator that decomposes work into parallel tasks with file ownership boundaries, manages team lifecycle, and synthesizes results. Use when…No signals yetNo commit datelisted armory install team-lead --cli claude
296Unrankedteam-reviewersubagent · ai-agentsMulti-dimensional code reviewer that operates on one assigned review dimension (security, performance, architecture, testing, or accessibility) with…No signals yetNo commit datelisted armory install team-reviewer --cli claude
297Unrankedtech-debt-remediation-plansubagent · ai-agentsGenerate technical debt remediation plans for code, tests, and documentation.No signals yetNo commit datelisted armory install tech-debt-remediation-plan --cli claude
298Unrankedtech-lead-orchestratorsubagent · ai-agentsSenior technical lead who analyzes complex software projects and provides strategic recommendations. MUST BE USED for any multi-step development task…No signals yetNo commit datelisted armory install tech-lead-orchestrator --cli claude
299Unrankedtechnical-content-evaluatorsubagent · ai-agentsElite technical content editor and curriculum architect for evaluating technical training materials, documentation, and educational content. Reviews…No signals yetNo commit datelisted armory install technical-content-evaluator --cli claude
300Unrankedtechnical-debt-managersubagent · ai-agentsExpert technical debt analyst for code health, maintainability, and strategic refactoring planning. Use PROACTIVELY when codebase shows complexity…No signals yetNo commit datelisted armory install technical-debt-manager --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