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 | Unranked | ab-test-setupskill · front-end | When 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 yet | No commit datelisted | armory install ab-test-setup --cli claude |
| 2 | Unranked | analytics-trackingskill · observability | When 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 yet | No commit datelisted | armory install analytics-tracking --cli claude |
| 3 | Unranked | benchling-integrationskill · back-end | Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data… | No signals yet | No commit datelisted | armory install benchling-integration --cli claude |
| 4 | Unranked | bigquery-basicsskill · database | Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights. Use for… | No signals yet | No commit datelisted | armory install bigquery-basics --cli claude |
| 5 | Unranked | clickhouse-ioskill · database | ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. | No signals yet | No commit datelisted | armory install clickhouse-io --cli claude |
| 6 | 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 |
| 7 | Unranked | data-scientist-2skill · observability | Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and… | No signals yet | No commit datelisted | armory install data-scientist-2 --cli claude |
| 8 | 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 |
| 9 | 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 |
| 10 | 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 |
| 11 | 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 |
| 12 | Unranked | google-analyticsskill · observability | Analyze Google Analytics data, review website performance metrics, identify traffic patterns, and suggest data-driven improvements. Use when the user… | No signals yet | No commit datelisted | armory install google-analytics --cli claude |
| 13 | Unranked | netlify-deployskill · devops | Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on Netlify… | No signals yet | No commit datelisted | armory install netlify-deploy --cli claude |
| 14 | Unranked | pytorch-lightning-2skill · observability | Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data… | No signals yet | No commit datelisted | armory install pytorch-lightning-2 --cli claude |
| 15 | Unranked | raffle-winner-pickerskill · other | Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with… | No signals yet | No commit datelisted | armory install raffle-winner-picker --cli claude |
| 16 | Unranked | ray-dataskill · other | Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch… | No signals yet | No commit datelisted | armory install ray-data --cli claude |
| 17 | Unranked | segment-cdpskill · back-end | Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution… | No signals yet | No commit datelisted | armory install segment-cdp --cli claude |
| 18 | Unranked | senior-data-engineerskill · front-end | World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark… | No signals yet | No commit datelisted | armory install senior-data-engineer --cli claude |
| 19 | Unranked | senior-data-scientistskill · front-end | World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy… | No signals yet | No commit datelisted | armory install senior-data-scientist --cli claude |
| 20 | 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 |
| 21 | Unranked | sql-pro-2skill · database | Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and… | No signals yet | No commit datelisted | armory install sql-pro-2 --cli claude |
| 22 | Unranked | x-apiskill · auth | X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and… | No signals yet | No commit datelisted | armory install x-api --cli claude |
| 23 | 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 |
| 24 | 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 |
| 25 | Unranked | xlsx-officialskill · back-end | 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-official --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.