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

RankScoreComponentDescriptionEvidenceLast commitInstall
165.6982read-only-postgresskill · databaseRead-only PostgreSQL query skill for Claude Code. Executes SELECT/SHOW/EXPLAIN/WITH queries across configured databases with strict validation…14 stars · 1 forkNo one-command install · Source
273.3833claude-mountaineering-skillsskill · ai-agentsClaude Code skill that automates mountain route research for North American peaks. Aggregates data from 10+ mountaineering sources like…33 stars · 1 forkNo one-command install · Source
391.6677book-factoryskill · devopsA comprehensive pipeline of Skills that replicates traditional publishing infrastructure for nonfiction book creation using specialized Claude skills.108 stars · 20 forksNo one-command install · Source
491.9547claude-code-agentsskill · ai-agentsComprehensive E2E development workflow with helpful Claude Code subagent prompts for solo devs. Run multiple auditors in parallel, automate fix cycles…147 stars · 15 forksNo one-command install · Source
595.2844cc-devops-skillsskill · devopsSkills for DevOps work that generate and validate infrastructure-as-code with shell scripts and CLI tools, for most deployment platforms. Also useful…303 stars · 34 forksNo one-command install · Source
696.2138superdesign-skillskill · front-endContributed by SentinelThe design skill for Claude Code, Cursor and any coding agent. Stop shipping AI-slop UI: turn it into shippable, tasteful frontend. Install: npx…520 stars · 38 forksNo one-command install · Source
796.4536web-assets-generator-skillskill · ai-agentsEasily generate web assets from Claude Code including favicons, app icons (PWA), and social media meta images (Open Graph) for Facebook, Twitter…490 stars · 52 forksNo one-command install · Source
897.6615agentsysskill · ai-agentsWorkflow automation system for Claude with a group of useful plugins, agents, and skills. Automates task-to-production workflows, PR management, code…981 stars · 113 forksNo one-command install · Source
997.7205claude-codex-settingsskill · databaseA set of plugins for core developer tasks, covering GitHub, Azure, MongoDB, Tavily, Playwright and more. Also works with a few other providers.1,117 stars · 107 forksNo one-command install · Source
1097.9226codex-skillskill · ai-agentsEnables users to prompt codex from claude code. Unlike the raw codex mcp server, this skill infers parameters such as model, reasoning effort…1,424 stars · 109 forksNo one-command install · Source
1198.0860context-engineering-kitskill · ai-agentsHand-crafted collection of advanced context engineering techniques and patterns with minimal token footprint focused on improving agent result…1,508 stars · 154 forksNo one-command install · Source
1298.5252t-ches-claude-code-resourcesskill · ai-agentsA set of sub-agents, skills and commands with a focus on meta-tools, such as a skill auditor and hook creation, meant to be adapted to your workflow.1,973 stars · 411 forksNo one-command install · Source
1399.0197codebase-to-courseskill · ai-agentsA Claude Code skill that turns any codebase into an interactive single-page HTML course for non-technical readers.5,505 stars · 551 forksNo one-command install · Source
1499.0999trail-of-bits-security-skillsskill · ai-agentsA very professional collection of over a dozen security-focused skills for code auditing and vulnerability detection. Includes skills for static…6,939 stars · 597 forksNo one-command install · Source
1599.2451agricidaniel-claude-adsskill · ai-agentsContributed by SentinelClaude-first paid-media operations skill for Claude Code across 12 ad platforms (Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon…8,670 stars · 1,293 forks · 3 mentionsNo one-command install · Source
1699.2693fullstack-dev-skillsskill · ai-agentsA Claude Code plugin with 65 skills for full-stack development across many frameworks, 9 workflow commands for Jira and Confluence, and a…11,283 stars · 1,080 forksNo one-command install · Source
1799.3353nidhinjs-prompt-masterskill · ai-agentsContributed by SentinelA Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention12,473 stars · 1,462 forks · 3 mentionsNo one-command install · Source
1899.3987hardikpandya-stop-slopskill · otherContributed by SentinelA skill file for removing AI tells from prose16,882 stars · 1,223 forks · 3 mentionsNo one-command install · Source
1999.5332compound-engineering-pluginskill · front-endA very pragmatic set of well-designed agents, skills, and commands, built around a discipline of turning past mistakes and errors into lessons and…24,761 stars · 2,047 forksNo one-command install · Source
2099.5881alirezarezvani-claude-skillsskill · ai-agentsContributed by Sentinel380 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 380+ skills, customizable references, scripts) for Claude Code…25,396 stars · 3,596 forks · 4 mentionsNo one-command install · Source
2199.6123virgiliojr94-book-to-skillskill · ai-agentsContributed by SentinelTurn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.27,865 stars · 2,878 forks · 3 mentionsNo one-command install · Source
2299.7187claude-scientific-skillsskill · ai-agentsA set of ready-to-use Agent Skills for research, science, engineering, analysis, finance and writing.41,662 stars · 3,831 forksNo one-command install · Source
2399.9409nextlevelbuilder-ui-ux-pro-max-skillskill · front-endContributed by SentinelAn AI skill that provides design intelligence for building professional UI/UX across multiple platforms.125,818 stars · 13,457 forksNo one-command install · Source
2499.9521garrytan-gstackskill · front-endContributed by SentinelUse Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA131,046 stars · 19,660 forks · 11 mentionsNo one-command install · Source
2599.9639anthropics-skillsskill · ai-agentsContributed by SentinelPublic repository for Agent Skills178,534 stars · 21,125 forksNo one-command install · Source
2699.9728tt-a1i-archifyskill · ai-agentsContributed by SentinelAgent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp…72,120 stars · 4,865 forks · 1 mention · passed install testNo one-command install · Source
2799.9782mattpocock-skillsskill · ai-agentsContributed by SentinelSkills for Real Engineers. Straight from my .agents directory.244,329 stars · 20,767 forks · 5 mentionsNo one-command install · Source
2899.9900everything-claude-codeskill · ai-agentsA large collection of resources for Claude Code across core engineering domains. Most resources stand alone, and the author's own workflow is…245,823 stars · 37,094 forks · 1 mentionNo one-command install · Source
2999.9907superpowersskill · ai-agentsA bundle of skills for software engineering that covers much of the development life cycle: planning, reviewing, testing and debugging. Many…280,507 stars · 25,127 forks · 1 mentionNo one-command install · Source
30Unranked2d-gamesskill · other2D game development principles. Sprites, tilemaps, physics, camera.No signals yetNo commit datelisted armory install 2d-games --cli claude
31Unranked3d-gamesskill · other3D game development principles. Rendering, shaders, physics, cameras.No signals yetNo commit datelisted armory install 3d-games --cli claude
32Unranked3d-web-experienceskill · front-endExpert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators…No signals yetNo commit datelisted armory install 3d-web-experience --cli claude
33Unrankedab-test-setupskill · front-endWhen the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment,"…No signals yetNo commit datelisted armory install ab-test-setup --cli claude
34Unrankedacademic-cv-builderskill · otherFormat CVs for academic positions, including publications, grants, teaching, and research experience. Use when the user mentions academic CV, faculty…No signals yetNo commit datelisted armory install academic-cv-builder --cli claude
35Unrankedaccessibilityskill · front-endDesign, implement, and audit inclusive digital products using WCAG 2.2 Level AA standards. Use this skill to generate semantic ARIA for Web and…No signals yetNo commit datelisted armory install accessibility --cli claude
36Unrankedaccessibility-2skill · otherAudit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen…No signals yetNo commit datelisted armory install accessibility-2 --cli claude
37Unrankedaccessibility-auditorskill · front-endWeb accessibility specialist for WCAG compliance, ARIA implementation, and inclusive design. Use when auditing websites for accessibility issues…No signals yetNo commit datelisted armory install accessibility-auditor --cli claude
38Unrankedactive-directory-attacksskill · otherThis skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound…No signals yetNo commit datelisted armory install active-directory-attacks --cli claude
39Unrankedadaptyvskill · back-endCloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including…No signals yetNo commit datelisted armory install adaptyv --cli claude
40Unrankedaddress-github-commentsskill · github-vcsUse when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.No signals yetNo commit datelisted armory install address-github-comments --cli claude
41Unrankedaeonskill · searchThis skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection…No signals yetNo commit datelisted armory install aeon --cli claude
42Unrankedagent-architecture-auditskill · ai-agentsFull-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline…No signals yetNo commit datelisted armory install agent-architecture-audit --cli claude
43Unrankedagent-developmentskill · ai-agentsThis skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description"…No signals yetNo commit datelisted armory install agent-development --cli claude
44Unrankedagent-evalskill · ai-agentsHead-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metricsNo signals yetNo commit datelisted armory install agent-eval --cli claude
45Unrankedagent-evaluationskill · observabilityTesting and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top…No signals yetNo commit datelisted armory install agent-evaluation --cli claude
46Unrankedagent-harness-constructionskill · front-endDesign and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.No signals yetNo commit datelisted armory install agent-harness-construction --cli claude
47Unrankedagent-introspection-debuggingskill · ai-agentsStructured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.No signals yetNo commit datelisted armory install agent-introspection-debugging --cli claude
48Unrankedagent-managementskill · ai-agentsCreate, manage, and orchestrate AI agents using the AI Maestro CLI. Use when the user asks to "create agent", "list agents", "delete agent"…No signals yetNo commit datelisted armory install agent-management --cli claude
49Unrankedagent-manager-skillskill · observabilityManage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.No signals yetNo commit datelisted armory install agent-manager-skill --cli claude
50Unrankedagent-md-refactorskill · ai-agentsRefactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into…No signals yetNo commit datelisted armory install agent-md-refactor --cli claude
51Unrankedagent-memory-mcpskill · ai-agentsA hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).No signals yetNo commit datelisted armory install agent-memory-mcp --cli claude
52Unrankedagent-memory-systemsskill · databaseMemory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory…No signals yetNo commit datelisted armory install agent-memory-systems --cli claude
53Unrankedagent-messagingskill · ai-agentsSend and receive cryptographically signed messages between AI agents using the Agent Messaging Protocol (AMP). Use when the user asks to "send a…No signals yetNo commit datelisted armory install agent-messaging --cli claude
54Unrankedagent-payment-x402skill · paymentsAdd x402 payment execution to AI agents with per-task budgets, spending controls, and non-custodial wallets. Supports Base through agentwallet-sdk and…No signals yetNo commit datelisted armory install agent-payment-x402 --cli claude
55Unrankedagent-sortskill · ai-agentsBuild an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets…No signals yetNo commit datelisted armory install agent-sort --cli claude
56Unrankedagent-tool-builderskill · ai-agentsTools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails…No signals yetNo commit datelisted armory install agent-tool-builder --cli claude
57Unrankedagentic-engineeringskill · ai-agentsOperate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.No signals yetNo commit datelisted armory install agentic-engineering --cli claude
58Unrankedagentic-osskill · ai-agentsBuild persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory…No signals yetNo commit datelisted armory install agentic-os --cli claude
59Unrankedagile-product-ownerskill · otherAgile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and…No signals yetNo commit datelisted armory install agile-product-owner --cli claude
60Unrankedagirails-agent-paymentsskill · paymentsYou are a payments engineer for the AI agent economy. Your job is to onboard agents onto theNo signals yetNo commit datelisted armory install agirails-agent-payments --cli claude
61Unrankedai-agent-ai-spyskill · ai-agentsA talk by members of the Signal Foundation on how AI agents built into operating systems can be used for surveillance, and why companies are building…No signals yetNo commit datelisted No one-command install · Source
62Unrankedai-agents-architectskill · ai-agentsExpert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when…No signals yetNo commit datelisted armory install ai-agents-architect --cli claude
63Unrankedai-first-engineeringskill · ai-agentsEngineering operating model for teams where AI agents generate a large share of implementation output.No signals yetNo commit datelisted armory install ai-first-engineering --cli claude
64Unrankedai-productskill · ai-agentsEvery product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM…No signals yetNo commit datelisted armory install ai-product --cli claude
65Unrankedai-regression-testingskill · back-endRegression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and…No signals yetNo commit datelisted armory install ai-regression-testing --cli claude
66Unrankedai-wrapper-productskill · ai-agentsExpert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different'…No signals yetNo commit datelisted armory install ai-wrapper-product --cli claude
67Unrankedalgolia-searchskill · searchExpert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia…No signals yetNo commit datelisted armory install algolia-search --cli claude
68Unrankedalgorithmic-artskill · otherCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using…No signals yetNo commit datelisted armory install algorithmic-art --cli claude
69Unrankedalloydb-basicsskill · databaseManages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB MCP tools for automated database operations including…No signals yetNo commit datelisted armory install alloydb-basics --cli claude
70Unrankedalphafold-databaseskill · observabilityAccess AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics…No signals yetNo commit datelisted armory install alphafold-database --cli claude
71Unrankedanalytics-trackingskill · observabilityWhen the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google…No signals yetNo commit datelisted armory install analytics-tracking --cli claude
72Unrankedanalyzing-financial-statementsskill · observabilityThis skill calculates key financial ratios and metrics from financial statement data for investment analysisNo signals yetNo commit datelisted armory install analyzing-financial-statements --cli claude
73Unrankedandroid-cicdskill · front-endAutomated Android CI/CD pipeline to Google Play — supports TWA, React Native, Flutter, and native Android. Run npx android-cicd to set up keystore…No signals yetNo commit datelisted armory install android-cicd --cli claude
74Unrankedandroid-clean-architectureskill · github-vcsClean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer…No signals yetNo commit datelisted armory install android-clean-architecture --cli claude
75Unrankedangularskill · front-endModern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.No signals yetNo commit datelisted armory install angular --cli claude
76Unrankedangular-developerskill · front-endGenerates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on…No signals yetNo commit datelisted armory install angular-developer --cli claude
77Unrankedanndataskill · otherThis skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental…No signals yetNo commit datelisted armory install anndata --cli claude
78Unrankedapi-connector-builderskill · back-endBuild a new API connector or provider by matching the target repo's existing integration pattern exactly. Use when adding one more integration without…No signals yetNo commit datelisted armory install api-connector-builder --cli claude
79Unrankedapi-designskill · back-endREST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production…No signals yetNo commit datelisted armory install api-design --cli claude
80Unrankedapi-design-principlesskill · back-endMaster REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time.No signals yetNo commit datelisted armory install api-design-principles --cli claude
81Unrankedapi-documentation-generatorskill · back-endGenerate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practicesNo signals yetNo commit datelisted armory install api-documentation-generator --cli claude
82Unrankedapi-fuzzing-for-bug-bountyskill · back-endThis skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API…No signals yetNo commit datelisted armory install api-fuzzing-for-bug-bounty --cli claude
83Unrankedapi-integration-specialistskill · back-endExpert in integrating third-party APIs with proper authentication, error handling, rate limiting, and retry logic. Use when integrating REST APIs…No signals yetNo commit datelisted armory install api-integration-specialist --cli claude
84Unrankedapi-patternsskill · back-endAPI design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.No signals yetNo commit datelisted armory install api-patterns --cli claude
85Unrankedapi-security-best-practicesskill · front-endImplement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API…No signals yetNo commit datelisted armory install api-security-best-practices --cli claude
86Unrankedapi-security-testingskill · back-endAPI security testing workflow for REST and GraphQL APIs covering authentication, authorization, rate limiting, input validation, and security best…No signals yetNo commit datelisted armory install api-security-testing --cli claude
87Unrankedapp-builderskill · ai-agentsMain application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack…No signals yetNo commit datelisted armory install app-builder --cli claude
88Unrankedapp-store-optimizationskill · otherComplete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play…No signals yetNo commit datelisted armory install app-store-optimization --cli claude
89Unrankedapplying-brand-guidelinesskill · ai-agentsThis skill applies consistent corporate branding and styling to all generated documents including colors, fonts, layouts, and messagingNo signals yetNo commit datelisted armory install applying-brand-guidelines --cli claude
90Unrankedarboretoskill · back-endInfer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data…No signals yetNo commit datelisted armory install arboreto --cli claude
91Unrankedarchitectureskill · front-endArchitectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or…No signals yetNo commit datelisted armory install architecture --cli claude
92Unrankedarchitecture-decision-recordsskill · observabilityCapture architectural decisions made during Claude Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives…No signals yetNo commit datelisted armory install architecture-decision-records --cli claude
93Unrankedarchitecture-patternsskill · front-endMaster proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable…No signals yetNo commit datelisted armory install architecture-patterns --cli claude
94Unrankedarticle-writingskill · otherWrite articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or…No signals yetNo commit datelisted armory install article-writing --cli claude
95Unrankedartifacts-builderskill · front-endSuite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS…No signals yetNo commit datelisted armory install artifacts-builder --cli claude
96Unrankedastroskill · front-endBuild content-focused websites with Astro — zero JS by default, islands architecture, multi-framework components, and Markdown/MDX support.No signals yetNo commit datelisted armory install astro --cli claude
97Unrankedastropyskill · otherComprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial…No signals yetNo commit datelisted armory install astropy --cli claude
98Unrankedasync-python-patternsskill · otherComprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building…No signals yetNo commit datelisted armory install async-python-patterns --cli claude
99Unrankedaudiocraft-audio-generationskill · otherPyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text…No signals yetNo commit datelisted armory install audiocraft-audio-generation --cli claude
100Unrankedautogpt-agentsskill · ai-agentsAutonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous…No signals yetNo commit datelisted armory install autogpt-agents --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