Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 301 | Unranked | social-graph-rankerskill · other | Weighted social-graph ranking for warm intro discovery, bridge scoring, and network gap analysis across X and LinkedIn. Use when the user wants the… | No signals yet | No commit datelisted | armory install social-graph-ranker --cli claude |
| 302 | Unranked | sparse-autoencoder-trainingskill · other | Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable… | No signals yet | No commit datelisted | armory install sparse-autoencoder-training --cli claude |
| 303 | Unranked | spreadsheetskill · other | Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`, `pandas`)… | No signals yet | No commit datelisted | armory install spreadsheet --cli claude |
| 304 | Unranked | springboot-tddskill · other | Test-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Use when adding features, fixing bugs, or… | No signals yet | No commit datelisted | armory install springboot-tdd --cli claude |
| 305 | Unranked | springboot-verificationskill · other | "Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR." | No signals yet | No commit datelisted | armory install springboot-verification --cli claude |
| 306 | Unranked | statistical-analysisskill · other | Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption… | No signals yet | No commit datelisted | armory install statistical-analysis --cli claude |
| 307 | Unranked | swift-concurrency-6-2skill · other | Swift 6.2 Approachable Concurrency — single-threaded by default, @concurrent for explicit background offloading, isolated conformances for main actor… | No signals yet | No commit datelisted | armory install swift-concurrency-6-2 --cli claude |
| 308 | Unranked | swift-concurrency-expertskill · other | Review and fix Swift concurrency issues such as actor isolation and Sendable violations. | No signals yet | No commit datelisted | armory install swift-concurrency-expert --cli claude |
| 309 | Unranked | systematic-debuggingskill · other | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | No signals yet | No commit datelisted | armory install systematic-debugging --cli claude |
| 310 | Unranked | tdd-workflowskill · other | Use this skill when writing new features, fixing bugs, or refactoring code; enforces test-driven development with 80%+ coverage including unit… | No signals yet | No commit datelisted | armory install tdd-workflow --cli claude |
| 311 | Unranked | tech-resume-optimizerskill · other | Optimize resumes for software engineering, product management, and technical roles. Use when the user mentions software engineer, developer, PM, data… | No signals yet | No commit datelisted | armory install tech-resume-optimizer --cli claude |
| 312 | Unranked | templatesskill · other | Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks. | No signals yet | No commit datelisted | armory install templates --cli claude |
| 313 | Unranked | test-driven-developmentskill · other | Use when implementing any feature or bugfix, before writing implementation code | No signals yet | No commit datelisted | armory install test-driven-development --cli claude |
| 314 | Unranked | test-fixingskill · other | Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs… | No signals yet | No commit datelisted | armory install test-fixing --cli claude |
| 315 | Unranked | testing-patternsskill · other | Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD… | No signals yet | No commit datelisted | armory install testing-patterns --cli claude |
| 316 | Unranked | token-budget-advisorskill · other | >- Offers the user an informed choice about how much response depth to consume before answering. Use this skill when the user explicitly wants to… | No signals yet | No commit datelisted | armory install token-budget-advisor --cli claude |
| 317 | Unranked | torch-geometricskill · other | Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for… | No signals yet | No commit datelisted | armory install torch-geometric --cli claude |
| 318 | Unranked | torchdrugskill · other | Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation… | No signals yet | No commit datelisted | armory install torchdrug --cli claude |
| 319 | Unranked | transcribeskill · other | Transcribe audio files to text with optional diarization and known-speaker hints. Use when a user asks to transcribe speech from audio/video, extract… | No signals yet | No commit datelisted | armory install transcribe --cli claude |
| 320 | Unranked | transformer-lens-interpretabilityskill · other | Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and… | No signals yet | No commit datelisted | armory install transformer-lens-interpretability --cli claude |
| 321 | Unranked | transformersskill · other | This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal… | No signals yet | No commit datelisted | armory install transformers --cli claude |
| 322 | Unranked | treatment-plansskill · other | Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment… | No signals yet | No commit datelisted | armory install treatment-plans --cli claude |
| 323 | Unranked | typescript-expertskill · other | >- | No signals yet | No commit datelisted | armory install typescript-expert --cli claude |
| 324 | Unranked | typescript-pro-2skill · other | Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns. | No signals yet | No commit datelisted | armory install typescript-pro-2 --cli claude |
| 325 | Unranked | umap-learnskill · other | UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric… | No signals yet | No commit datelisted | armory install umap-learn --cli claude |
| 326 | Unranked | using-superpowersskill · other | Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying… | No signals yet | No commit datelisted | armory install using-superpowers --cli claude |
| 327 | Unranked | using-superpowers-2skill · other | Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying… | No signals yet | No commit datelisted | armory install using-superpowers-2 --cli claude |
| 328 | Unranked | venue-templatesskill · other | Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science… | No signals yet | No commit datelisted | armory install venue-templates --cli claude |
| 329 | Unranked | video-downloaderskill · other | Downloads videos from YouTube and other platforms for offline viewing, editing, or archival. Handles various formats and quality options. | No signals yet | No commit datelisted | armory install video-downloader --cli claude |
| 330 | Unranked | video-editingskill · other | AI-assisted video editing workflows for cutting, structuring, and augmenting real footage. Covers the full pipeline from raw capture through FFmpeg… | No signals yet | No commit datelisted | armory install video-editing --cli claude |
| 331 | Unranked | viral-generator-builderskill · other | Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools… | No signals yet | No commit datelisted | armory install viral-generator-builder --cli claude |
| 332 | Unranked | visa-doc-translateskill · other | Translate visa application documents (images) to English and create a bilingual PDF with original and translation | No signals yet | No commit datelisted | armory install visa-doc-translate --cli claude |
| 333 | Unranked | vite-patternsskill · other | Vite build tool patterns including config, plugins, HMR, env variables, proxy setup, SSR, library mode, dependency pre-bundling, and build… | No signals yet | No commit datelisted | armory install vite-patterns --cli claude |
| 334 | Unranked | vr-arskill · other | VR/AR development principles. Comfort, interaction, performance requirements. | No signals yet | No commit datelisted | armory install vr-ar --cli claude |
| 335 | Unranked | vulnerability-scannerskill · other | Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization. | No signals yet | No commit datelisted | armory install vulnerability-scanner --cli claude |
| 336 | Unranked | web-performance-optimizationskill · other | Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance | No signals yet | No commit datelisted | armory install web-performance-optimization --cli claude |
| 337 | Unranked | web-quality-auditskill · other | Comprehensive web quality audit covering performance, accessibility, SEO, and best practices. Use when asked to "audit my site", "review web quality"… | No signals yet | No commit datelisted | armory install web-quality-audit --cli claude |
| 338 | Unranked | wireshark-network-traffic-analysisskill · other | This skill should be used when the user asks to "analyze network traffic with Wireshark", "capture packets for troubleshooting", "filter PCAP files"… | No signals yet | No commit datelisted | armory install wireshark-network-traffic-analysis --cli claude |
| 339 | Unranked | wordpress-penetration-testingskill · other | This skill should be used when the user asks to "pentest WordPress sites", "scan WordPress for vulnerabilities", "enumerate WordPress users, themes… | No signals yet | No commit datelisted | armory install wordpress-penetration-testing --cli claude |
| 340 | Unranked | writing-hookify-rulesskill · other | This skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or needs… | No signals yet | No commit datelisted | armory install writing-hookify-rules --cli claude |
| 341 | Unranked | writing-plansskill · other | Use when you have a spec or requirements for a multi-step task, before touching code | No signals yet | No commit datelisted | armory install writing-plans --cli claude |
| 342 | Unranked | writing-plans-2skill · other | Use when you have a spec or requirements for a multi-step task, before touching code | No signals yet | No commit datelisted | armory install writing-plans-2 --cli claude |
| 343 | Unranked | xlsxskill · other | "Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an… | No signals yet | No commit datelisted | armory install xlsx --cli claude |
| 344 | Unranked | xlsx-2skill · other | Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing… | No signals yet | No commit datelisted | armory install xlsx-2 --cli claude |
| 345 | Unranked | zapier-make-patternsskill · other | No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without… | No signals yet | No commit datelisted | armory install zapier-make-patterns --cli claude |
| 346 | Unranked | zarr-pythonskill · other | Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific… | No signals yet | No commit datelisted | armory install zarr-python --cli claude |
| 347 | Unranked | zustand-store-tsskill · other | Create Zustand stores following established patterns with proper TypeScript types and middleware. | No signals yet | No commit datelisted | armory install zustand-store-ts --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.