Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 101 | Unranked | prisma-patternsskill · back-end | Prisma ORM patterns for TypeScript backends — schema design, query optimization, transactions, pagination, and critical traps like updateMany… | No signals yet | No commit datelisted | armory install prisma-patterns --cli claude |
| 102 | Unranked | protocolsio-integrationskill · back-end | Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create… | No signals yet | No commit datelisted | armory install protocolsio-integration --cli claude |
| 103 | Unranked | pubchem-databaseskill · back-end | Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches… | No signals yet | No commit datelisted | armory install pubchem-database --cli claude |
| 104 | Unranked | pydeseq2skill · back-end | Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for… | No signals yet | No commit datelisted | armory install pydeseq2 --cli claude |
| 105 | Unranked | python-pro-2skill · back-end | Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python… | No signals yet | No commit datelisted | armory install python-pro-2 --cli claude |
| 106 | Unranked | quarkus-patternsskill · back-end | Quarkus 3.x LTS architecture patterns with Camel for messaging, RESTful API design, CDI services, data access with Panache, and async processing. Use… | No signals yet | No commit datelisted | armory install quarkus-patterns --cli claude |
| 107 | Unranked | quarkus-tddskill · back-end | Test-driven development for Quarkus 3.x LTS using JUnit 5, Mockito, REST Assured, Camel testing, and JaCoCo. Use when adding features, fixing bugs, or… | No signals yet | No commit datelisted | armory install quarkus-tdd --cli claude |
| 108 | Unranked | railway-deploymentskill · back-end | Manage Railway deployments - view logs, redeploy, restart, or remove deployments. Use for deployment lifecycle (remove, stop, redeploy, restart)… | No signals yet | No commit datelisted | armory install railway-deployment --cli claude |
| 109 | Unranked | reactome-databaseskill · back-end | Query Reactome REST API for pathway analysis, enrichment, gene-pathway mapping, disease pathways, molecular interactions, expression analysis, for… | No signals yet | No commit datelisted | armory install reactome-database --cli claude |
| 110 | Unranked | roier-seoskill · back-end | Technical SEO auditor and fixer. Runs Lighthouse/PageSpeed audits on websites or local dev servers, analyzes SEO/performance/accessibility scores, and… | No signals yet | No commit datelisted | armory install roier-seo --cli claude |
| 111 | Unranked | salesforce-developmentskill · back-end | Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected… | No signals yet | No commit datelisted | armory install salesforce-development --cli claude |
| 112 | Unranked | scrapeskill · back-end | Scrape any webpage as clean markdown via Bright Data Web Unlocker API. Bypasses bot detection and CAPTCHA. Requires BRIGHTDATA_API_KEY and… | No signals yet | No commit datelisted | armory install scrape --cli claude |
| 113 | Unranked | scvi-toolsskill · back-end | This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial… | No signals yet | No commit datelisted | armory install scvi-tools --cli claude |
| 114 | Unranked | searchskill · back-end | Search Google via Bright Data SERP API. Returns structured JSON results with title, link, and description. Requires BRIGHTDATA_API_KEY and… | No signals yet | No commit datelisted | armory install search --cli claude |
| 115 | Unranked | security-audit-2skill · back-end | Comprehensive security auditing workflow covering web application testing, API security, penetration testing, vulnerability scanning, and security… | No signals yet | No commit datelisted | armory install security-audit-2 --cli claude |
| 116 | Unranked | security-reviewskill · back-end | Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive… | No signals yet | No commit datelisted | armory install security-review --cli claude |
| 117 | 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 |
| 118 | Unranked | senior-backendskill · back-end | Comprehensive backend development skill for building scalable backend systems using NodeJS, Express, Go, Python, Postgres, GraphQL, REST APIs… | No signals yet | No commit datelisted | armory install senior-backend --cli claude |
| 119 | Unranked | server-managementskill · back-end | Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands. | No signals yet | No commit datelisted | armory install server-management --cli claude |
| 120 | Unranked | shodan-reconnaissance-and-pentestingskill · back-end | This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable… | No signals yet | No commit datelisted | armory install shodan-reconnaissance-and-pentesting --cli claude |
| 121 | Unranked | smtp-penetration-testingskill · back-end | This skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab SMTP… | No signals yet | No commit datelisted | armory install smtp-penetration-testing --cli claude |
| 122 | Unranked | soraskill · back-end | Use when the user asks to generate, remix, poll, list, download, or delete Sora videos via OpenAI\u2019s video API using the bundled CLI… | No signals yet | No commit datelisted | armory install sora --cli claude |
| 123 | Unranked | springboot-patternsskill · back-end | Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot… | No signals yet | No commit datelisted | armory install springboot-patterns --cli claude |
| 124 | Unranked | string-databaseskill · back-end | Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+… | No signals yet | No commit datelisted | armory install string-database --cli claude |
| 125 | Unranked | swift-protocol-di-testingskill · back-end | Protocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing. | No signals yet | No commit datelisted | armory install swift-protocol-di-testing --cli claude |
| 126 | Unranked | sympyskill · back-end | Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations… | No signals yet | No commit datelisted | armory install sympy --cli claude |
| 127 | Unranked | telegram-mini-appskill · back-end | Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web… | No signals yet | No commit datelisted | armory install telegram-mini-app --cli claude |
| 128 | Unranked | tinystruct-patternsskill · back-end | Expert guidance for developing with the tinystruct Java framework. Use when working on the tinystruct codebase or any project built on tinystruct… | No signals yet | No commit datelisted | armory install tinystruct-patterns --cli claude |
| 129 | Unranked | top-100-web-vulnerabilities-referenceskill · back-end | This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand vulnerability… | No signals yet | No commit datelisted | armory install top-100-web-vulnerabilities-reference --cli claude |
| 130 | Unranked | uniprot-databaseskill · back-end | Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases… | No signals yet | No commit datelisted | armory install uniprot-database --cli claude |
| 131 | Unranked | upstash-qstashskill · back-end | Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when… | No signals yet | No commit datelisted | armory install upstash-qstash --cli claude |
| 132 | Unranked | using-neonskill · back-end | Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection… | No signals yet | No commit datelisted | armory install using-neon --cli claude |
| 133 | Unranked | verl-rl-trainingskill · back-end | Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL… | No signals yet | No commit datelisted | armory install verl-rl-training --cli claude |
| 134 | Unranked | x-twitter-scraperskill · back-end | Use when the user wants to integrate with the X (Twitter) API via Xquik to search tweets, look up user profiles, extract followers, run giveaway… | No signals yet | No commit datelisted | armory install x-twitter-scraper --cli claude |
| 135 | Unranked | x-twitter-scraper-2skill · back-end | X API & Twitter scraper skill for AI coding agents. Builds integrations with the Xquik REST API, MCP server & webhooks: tweet search, user lookup… | No signals yet | No commit datelisted | armory install x-twitter-scraper-2 --cli claude |
| 136 | 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.