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 | 99.398 | hardikpandya-stop-slopskill · otherContributed by Sentinel | A skill file for removing AI tells from prose | 16,882 stars · 1,223 forks · 3 mentions | No one-command install · Source | |
| 2 | Unranked | 2d-gamesskill · other | 2D game development principles. Sprites, tilemaps, physics, camera. | No signals yet | No commit datelisted | armory install 2d-games --cli claude |
| 3 | Unranked | 3d-gamesskill · other | 3D game development principles. Rendering, shaders, physics, cameras. | No signals yet | No commit datelisted | armory install 3d-games --cli claude |
| 4 | Unranked | academic-cv-builderskill · other | Format CVs for academic positions, including publications, grants, teaching, and research experience. Use when the user mentions academic CV, faculty… | No signals yet | No commit datelisted | armory install academic-cv-builder --cli claude |
| 5 | Unranked | accessibility-2skill · other | Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen… | No signals yet | No commit datelisted | armory install accessibility-2 --cli claude |
| 6 | Unranked | active-directory-attacksskill · other | This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound… | No signals yet | No commit datelisted | armory install active-directory-attacks --cli claude |
| 7 | Unranked | agile-product-ownerskill · other | Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and… | No signals yet | No commit datelisted | armory install agile-product-owner --cli claude |
| 8 | Unranked | algorithmic-artskill · other | Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using… | No signals yet | No commit datelisted | armory install algorithmic-art --cli claude |
| 9 | Unranked | anndataskill · other | This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental… | No signals yet | No commit datelisted | armory install anndata --cli claude |
| 10 | Unranked | app-store-optimizationskill · other | Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play… | No signals yet | No commit datelisted | armory install app-store-optimization --cli claude |
| 11 | Unranked | article-writingskill · other | Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or… | No signals yet | No commit datelisted | armory install article-writing --cli claude |
| 12 | Unranked | astropyskill · other | Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial… | No signals yet | No commit datelisted | armory install astropy --cli claude |
| 13 | Unranked | async-python-patternsskill · other | Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building… | No signals yet | No commit datelisted | armory install async-python-patterns --cli claude |
| 14 | Unranked | audiocraft-audio-generationskill · other | PyTorch 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 yet | No commit datelisted | armory install audiocraft-audio-generation --cli claude |
| 15 | Unranked | bash-linuxskill · other | Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems. | No signals yet | No commit datelisted | armory install bash-linux --cli claude |
| 16 | Unranked | benchmarkskill · other | Use this skill to measure performance baselines, detect regressions before/after PRs, and compare stack alternatives. | No signals yet | No commit datelisted | armory install benchmark --cli claude |
| 17 | Unranked | benchmark-optimization-loopskill · other | Use when the user asks to make something faster, try many variants, run recursive optimization, benchmark latency/throughput/cost, or choose the best… | No signals yet | No commit datelisted | armory install benchmark-optimization-loop --cli claude |
| 18 | Unranked | best-practicesskill · other | Apply modern web development best practices for security, compatibility, and code quality. Use when asked to "apply best practices", "security audit"… | No signals yet | No commit datelisted | armory install best-practices --cli claude |
| 19 | Unranked | brand-voiceskill · other | Build a source-derived writing style profile from real posts, essays, launch notes, docs, or site copy, then reuse that profile across content… | No signals yet | No commit datelisted | armory install brand-voice --cli claude |
| 20 | Unranked | bright-data-mcpskill · other | | | No signals yet | No commit datelisted | armory install bright-data-mcp --cli claude |
| 21 | Unranked | burp-suite-web-application-testingskill · other | This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web… | No signals yet | No commit datelisted | armory install burp-suite-web-application-testing --cli claude |
| 22 | Unranked | busybox-on-windowsskill · other | How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows. | No signals yet | No commit datelisted | armory install busybox-on-windows --cli claude |
| 23 | Unranked | capa-officerskill · other | Senior CAPA Officer specialist for managing Corrective and Preventive Actions within Quality Management Systems. Provides CAPA process management… | No signals yet | No commit datelisted | armory install capa-officer --cli claude |
| 24 | Unranked | career-changer-translatorskill · other | Translate skills from one industry to another and identify transferable skills for career pivots. Use when the user mentions changing careers… | No signals yet | No commit datelisted | armory install career-changer-translator --cli claude |
| 25 | Unranked | carrier-relationship-managementskill · other | Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining… | No signals yet | No commit datelisted | armory install carrier-relationship-management --cli claude |
| 26 | Unranked | cc-skill-project-guidelines-exampleskill · other | Project Guidelines Skill (Example) | No signals yet | No commit datelisted | armory install cc-skill-project-guidelines-example --cli claude |
| 27 | Unranked | ceo-advisorskill · other | Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy analyzer… | No signals yet | No commit datelisted | armory install ceo-advisor --cli claude |
| 28 | Unranked | cisco-ios-patternsskill · other | Cisco IOS and IOS-XE review patterns for show commands, config hierarchy, wildcard masks, ACL placement, interface hygiene, and safe change-window… | No signals yet | No commit datelisted | armory install cisco-ios-patterns --cli claude |
| 29 | Unranked | clean-codeskill · other | Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments | No signals yet | No commit datelisted | armory install clean-code --cli claude |
| 30 | Unranked | clinical-decision-supportskill · other | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses… | No signals yet | No commit datelisted | armory install clinical-decision-support --cli claude |
| 31 | Unranked | cobrapyskill · other | Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering… | No signals yet | No commit datelisted | armory install cobrapy --cli claude |
| 32 | Unranked | code-review-checklistskill · other | Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability | No signals yet | No commit datelisted | armory install code-review-checklist --cli claude |
| 33 | Unranked | code-review-excellenceskill · other | Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement. | No signals yet | No commit datelisted | armory install code-review-excellence --cli claude |
| 34 | Unranked | code-simplifier-2skill · other | Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to "simplify code"… | No signals yet | No commit datelisted | armory install code-simplifier-2 --cli claude |
| 35 | Unranked | code-tourskill · other | Create CodeTour `.tour` files — persona-targeted, step-by-step walkthroughs with real file and line anchors. Use for onboarding tours, architecture… | No signals yet | No commit datelisted | armory install code-tour --cli claude |
| 36 | Unranked | codex-reviewskill · other | Professional code review with auto CHANGELOG generation, integrated with Codex AI | No signals yet | No commit datelisted | armory install codex-review --cli claude |
| 37 | Unranked | competitive-ads-extractorskill · other | Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches… | No signals yet | No commit datelisted | armory install competitive-ads-extractor --cli claude |
| 38 | Unranked | compose-multiplatform-patternsskill · other | Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI. | No signals yet | No commit datelisted | armory install compose-multiplatform-patterns --cli claude |
| 39 | Unranked | concise-planningskill · other | Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist. | No signals yet | No commit datelisted | armory install concise-planning --cli claude |
| 40 | Unranked | connections-optimizerskill · other | Reorganize the user's X and LinkedIn network with review-first pruning, add/follow recommendations, and channel-specific warm outreach drafted in the… | No signals yet | No commit datelisted | armory install connections-optimizer --cli claude |
| 41 | Unranked | content-creatorskill · other | Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media… | No signals yet | No commit datelisted | armory install content-creator --cli claude |
| 42 | Unranked | content-engineskill · other | Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants… | No signals yet | No commit datelisted | armory install content-engine --cli claude |
| 43 | Unranked | content-hash-cache-patternskill · other | Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation. | No signals yet | No commit datelisted | armory install content-hash-cache-pattern --cli claude |
| 44 | Unranked | content-research-writerskill · other | Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time… | No signals yet | No commit datelisted | armory install content-research-writer --cli claude |
| 45 | Unranked | copy-editingskill · other | When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy… | No signals yet | No commit datelisted | armory install copy-editing --cli claude |
| 46 | Unranked | councilskill · other | Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured… | No signals yet | No commit datelisted | armory install council --cli claude |
| 47 | Unranked | cover-letter-generatorskill · other | Create personalized, compelling cover letters from a resume and job description. Use when the user asks for a cover letter, application letter, or… | No signals yet | No commit datelisted | armory install cover-letter-generator --cli claude |
| 48 | Unranked | cpp-pro-2skill · other | Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance… | No signals yet | No commit datelisted | armory install cpp-pro-2 --cli claude |
| 49 | Unranked | cpp-testingskill · other | Use only when writing/updating/fixing C++ tests, configuring GoogleTest/CTest, diagnosing failing or flaky tests, or adding coverage/sanitizers. | No signals yet | No commit datelisted | armory install cpp-testing --cli claude |
| 50 | Unranked | crafting-effective-readmesskill · other | Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to your audience and project type. | No signals yet | No commit datelisted | armory install crafting-effective-readmes --cli claude |
| 51 | Unranked | create-planskill · other | Create a concise plan. Use when a user explicitly asks for a plan related to a coding task. | No signals yet | No commit datelisted | armory install create-plan --cli claude |
| 52 | Unranked | crosspostskill · other | Multi-platform content distribution across X, LinkedIn, Threads, and Bluesky. Adapts content per platform using content-engine patterns. Never posts… | No signals yet | No commit datelisted | armory install crosspost --cli claude |
| 53 | Unranked | csharp-proskill · other | Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise… | No signals yet | No commit datelisted | armory install csharp-pro --cli claude |
| 54 | Unranked | csharp-testingskill · other | C# and .NET testing patterns with xUnit, FluentAssertions, mocking, integration tests, and test organization best practices. | No signals yet | No commit datelisted | armory install csharp-testing --cli claude |
| 55 | Unranked | dart-flutter-patternsskill · other | Production-ready Dart and Flutter patterns covering null safety, immutable state, async composition, widget architecture, popular state management… | No signals yet | No commit datelisted | armory install dart-flutter-patterns --cli claude |
| 56 | Unranked | data-engineer-2skill · other | Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native… | No signals yet | No commit datelisted | armory install data-engineer-2 --cli claude |
| 57 | Unranked | data-throughput-acceleratorskill · other | Use when large data ingestion, backfill, export, ETL, warehouse loading, manifest catch-up, or table synchronization needs to become much faster while… | No signals yet | No commit datelisted | armory install data-throughput-accelerator --cli claude |
| 58 | Unranked | datacommons-clientskill · other | Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with… | No signals yet | No commit datelisted | armory install datacommons-client --cli claude |
| 59 | Unranked | datamolskill · other | Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery: SMILES parsing, standardization… | No signals yet | No commit datelisted | armory install datamol --cli claude |
| 60 | Unranked | debugger-2skill · other | Debugging specialist for errors, test failures, and unexpected | No signals yet | No commit datelisted | armory install debugger-2 --cli claude |
| 61 | Unranked | debugging-strategiesskill · other | Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches. | No signals yet | No commit datelisted | armory install debugging-strategies --cli claude |
| 62 | Unranked | deep-research-notebooklmskill · other | Deep research skill powered by NotebookLM MCP. Conducts structured multi-source research (market analysis, competitive intel, trend analysis, prospect… | No signals yet | No commit datelisted | armory install deep-research-notebooklm --cli claude |
| 63 | Unranked | deepchemskill · other | Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization… | No signals yet | No commit datelisted | armory install deepchem --cli claude |
| 64 | Unranked | deepspeedskill · other | Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention | No signals yet | No commit datelisted | armory install deepspeed --cli claude |
| 65 | Unranked | deeptoolsskill · other | NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq… | No signals yet | No commit datelisted | armory install deeptools --cli claude |
| 66 | Unranked | defi-amm-securityskill · other | Security checklist for Solidity AMM contracts, liquidity pools, and swap flows. Covers reentrancy, CEI ordering, donation or inflation attacks, oracle… | No signals yet | No commit datelisted | armory install defi-amm-security --cli claude |
| 67 | Unranked | dependabot-reviewskill · other | Review and manage Dependabot PRs. Categorizes by risk, checks CI status, auto-merges safe updates, and reports issues. Use when the user says "review… | No signals yet | No commit datelisted | armory install dependabot-review --cli claude |
| 68 | Unranked | deslopskill · other | Remove AI-generated code slop from a branch. Use when cleaning up AI-generated code, removing unnecessary comments, defensive checks, or type casts… | No signals yet | No commit datelisted | armory install deslop --cli claude |
| 69 | Unranked | diagrammerskill · other | Render clean blueprint-style SVG diagrams from JSON specs. Use when users ask to draw, sketch, or diagram a request flow, neural net, transformer… | No signals yet | No commit datelisted | armory install diagrammer --cli claude |
| 70 | Unranked | difficult-workplace-conversationsskill · other | Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework. Use when… | No signals yet | No commit datelisted | armory install difficult-workplace-conversations --cli claude |
| 71 | Unranked | dnanexus-integrationskill · other | DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics… | No signals yet | No commit datelisted | armory install dnanexus-integration --cli claude |
| 72 | Unranked | docskill · other | Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fidelity matters; prefer… | No signals yet | No commit datelisted | armory install doc --cli claude |
| 73 | Unranked | doc-coauthoringskill · other | Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs… | No signals yet | No commit datelisted | armory install doc-coauthoring --cli claude |
| 74 | Unranked | docxskill · other | "Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word… | No signals yet | No commit datelisted | armory install docx --cli claude |
| 75 | Unranked | docx-2skill · other | Document toolkit (.docx). Create/edit documents, tracked changes, comments, formatting preservation, text extraction, for professional document… | No signals yet | No commit datelisted | armory install docx-2 --cli claude |
| 76 | Unranked | docx-officialskill · other | Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc'… | No signals yet | No commit datelisted | armory install docx-official --cli claude |
| 77 | Unranked | domain-name-brainstormerskill · other | Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of… | No signals yet | No commit datelisted | armory install domain-name-brainstormer --cli claude |
| 78 | Unranked | dotnet-patternsskill · other | Idiomatic C# and .NET patterns, conventions, dependency injection, async/await, and best practices for building robust, maintainable .NET… | No signals yet | No commit datelisted | armory install dotnet-patterns --cli claude |
| 79 | Unranked | e2e-testing-patternsskill · other | Build reliable, fast, and maintainable end-to-end test suites that provide confidence to ship code quickly and catch regressions before users do. | No signals yet | No commit datelisted | armory install e2e-testing-patterns --cli claude |
| 80 | Unranked | electron-developmentskill · other | Master Electron desktop app development with secure IPC, contextIsolation, preload scripts, multi-process architecture, electron-builder packaging… | No signals yet | No commit datelisted | armory install electron-development --cli claude |
| 81 | Unranked | elixir-proskill · other | Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems. | No signals yet | No commit datelisted | armory install elixir-pro --cli claude |
| 82 | Unranked | energy-procurementskill · other | Codified expertise for electricity and gas procurement, tariff optimization, demand charge management, renewable PPA evaluation, and multi-facility… | No signals yet | No commit datelisted | armory install energy-procurement --cli claude |
| 83 | Unranked | environment-setup-guideskill · other | Guide developers through setting up development environments with proper tools, dependencies, and configurations | No signals yet | No commit datelisted | armory install environment-setup-guide --cli claude |
| 84 | Unranked | error-handlingskill · other | Patterns for robust error handling across TypeScript, Python, and Go. Covers typed errors, error boundaries, retries, circuit breakers, and… | No signals yet | No commit datelisted | armory install error-handling --cli claude |
| 85 | Unranked | etetoolkitskill · other | Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization… | No signals yet | No commit datelisted | armory install etetoolkit --cli claude |
| 86 | Unranked | ethical-hacking-methodologyskill · other | This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance"… | No signals yet | No commit datelisted | armory install ethical-hacking-methodology --cli claude |
| 87 | Unranked | evm-token-decimalsskill · other | Prevent silent decimal mismatch bugs across EVM chains. Covers runtime decimal lookup, chain-aware caching, bridged-token precision drift, and safe… | No signals yet | No commit datelisted | armory install evm-token-decimals --cli claude |
| 88 | Unranked | excel-analysisskill · other | Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular… | No signals yet | No commit datelisted | armory install excel-analysis --cli claude |
| 89 | Unranked | executing-plansskill · other | Use when you have a written implementation plan to execute in a separate session with review checkpoints | No signals yet | No commit datelisted | armory install executing-plans --cli claude |
| 90 | Unranked | executing-plans-2skill · other | Use when you have a written implementation plan to execute in a separate session with review checkpoints | No signals yet | No commit datelisted | armory install executing-plans-2 --cli claude |
| 91 | Unranked | executive-resume-writerskill · other | Create C-suite and VP-level resumes emphasizing strategic leadership, P&L ownership, and board-level impact. Use when the user mentions executive… | No signals yet | No commit datelisted | armory install executive-resume-writer --cli claude |
| 92 | Unranked | fal-ai-mediaskill · other | Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3)… | No signals yet | No commit datelisted | armory install fal-ai-media --cli claude |
| 93 | Unranked | fda-consultant-specialistskill · other | Senior FDA consultant and specialist for medical device companies including HIPAA compliance and requirement management. Provides FDA pathway… | No signals yet | No commit datelisted | armory install fda-consultant-specialist --cli claude |
| 94 | Unranked | feedback-masteryskill · other | Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and… | No signals yet | No commit datelisted | armory install feedback-mastery --cli claude |
| 95 | Unranked | file-path-traversal-testingskill · other | This skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files… | No signals yet | No commit datelisted | armory install file-path-traversal-testing --cli claude |
| 96 | Unranked | find-bugsskill · other | Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or… | No signals yet | No commit datelisted | armory install find-bugs --cli claude |
| 97 | Unranked | finishing-a-development-branchskill · other | Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by… | No signals yet | No commit datelisted | armory install finishing-a-development-branch --cli claude |
| 98 | Unranked | firebase-basicsskill · other | Sets up and develops projects using Firebase products and services, especially for mobile or web apps. Covers Firebase CLI setup, project… | No signals yet | No commit datelisted | armory install firebase-basics --cli claude |
| 99 | Unranked | flowioskill · other | Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow… | No signals yet | No commit datelisted | armory install flowio --cli claude |
| 100 | Unranked | fluidsimskill · other | Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations… | No signals yet | No commit datelisted | armory install fluidsim --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.