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

RankScoreComponentDescriptionEvidenceLast commitInstall
1101Unrankedweb-to-markdownskill · browserUse ONLY when the user explicitly says: 'use the skill web-to-markdown ...' (or 'use a skill web-to-markdown ...'). Converts webpage URLs to clean…No signals yetNo commit datelisted armory install web-to-markdown --cli claude
1102Unrankedwebapp-testingskill · browserToolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior…No signals yetNo commit datelisted armory install webapp-testing --cli claude
1103Unrankedwebapp-testing-2skill · browserToolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior…No signals yetNo commit datelisted armory install webapp-testing-2 --cli claude
1104Unrankedwebapp-testing-3skill · browserToolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior…No signals yetNo commit datelisted armory install webapp-testing-3 --cli claude
1105Unrankedweights-and-biasesskill · observabilityTrack ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B…No signals yetNo commit datelisted armory install weights-and-biases --cli claude
1106Unrankedwhisperskill · ai-agentsOpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six…No signals yetNo commit datelisted armory install whisper --cli claude
1107Unrankedwindows-desktop-e2eskill · front-endE2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation.No signals yetNo commit datelisted armory install windows-desktop-e2e --cli claude
1108Unrankedwindows-privilege-escalationskill · databaseThis skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for privilege…No signals yetNo commit datelisted armory install windows-privilege-escalation --cli claude
1109Unrankedwireshark-network-traffic-analysisskill · otherThis skill should be used when the user asks to "analyze network traffic with Wireshark", "capture packets for troubleshooting", "filter PCAP files"…No signals yetNo commit datelisted armory install wireshark-network-traffic-analysis --cli claude
1110Unrankedwordpress-penetration-testingskill · otherThis skill should be used when the user asks to "pentest WordPress sites", "scan WordPress for vulnerabilities", "enumerate WordPress users, themes…No signals yetNo commit datelisted armory install wordpress-penetration-testing --cli claude
1111Unrankedworkflow-automationskill · ai-agentsWorkflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow…No signals yetNo commit datelisted armory install workflow-automation --cli claude
1112Unrankedworkspace-surface-auditskill · ai-agentsAudit the active repo, MCP servers, plugins, connectors, env surfaces, and harness setup, then recommend the highest-value ECC-native skills, hooks…No signals yetNo commit datelisted armory install workspace-surface-audit --cli claude
1113Unrankedworktree-guideskill · github-vcsInteractive guide for parallel development with Ghostty, git worktrees, and Lazygit. Use when setting up multi-task workflows or learning the worktree…No signals yetNo commit datelisted armory install worktree-guide --cli claude
1114Unrankedwriting-clearly-and-conciselyskill · github-vcsUse when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless…No signals yetNo commit datelisted armory install writing-clearly-and-concisely --cli claude
1115Unrankedwriting-hookify-rulesskill · otherThis 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 yetNo commit datelisted armory install writing-hookify-rules --cli claude
1116Unrankedwriting-plansskill · otherUse when you have a spec or requirements for a multi-step task, before touching codeNo signals yetNo commit datelisted armory install writing-plans --cli claude
1117Unrankedwriting-plans-2skill · otherUse when you have a spec or requirements for a multi-step task, before touching codeNo signals yetNo commit datelisted armory install writing-plans-2 --cli claude
1118Unrankedwriting-skillsskill · devopsUse when creating new skills, editing existing skills, or verifying skills work before deploymentNo signals yetNo commit datelisted armory install writing-skills --cli claude
1119Unrankedwriting-skills-2skill · devopsUse when creating new skills, editing existing skills, or verifying skills work before deploymentNo signals yetNo commit datelisted armory install writing-skills-2 --cli claude
1120Unrankedx-apiskill · authX/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and…No signals yetNo commit datelisted armory install x-api --cli claude
1121Unrankedx-twitter-scraperskill · back-endUse 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 yetNo commit datelisted armory install x-twitter-scraper --cli claude
1122Unrankedx-twitter-scraper-2skill · back-endX API & Twitter scraper skill for AI coding agents. Builds integrations with the Xquik REST API, MCP server & webhooks: tweet search, user lookup…No signals yetNo commit datelisted armory install x-twitter-scraper-2 --cli claude
1123Unrankedxlsxskill · 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 yetNo commit datelisted armory install xlsx --cli claude
1124Unrankedxlsx-2skill · otherSpreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing…No signals yetNo commit datelisted armory install xlsx-2 --cli claude
1125Unrankedxlsx-officialskill · back-endUse 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 yetNo commit datelisted armory install xlsx-official --cli claude
1126Unrankedyeetskill · github-vcsUse only when the user explicitly asks to stage, commit, push, and open a GitHub pull request in one flow using the GitHub CLI (`gh`).No signals yetNo commit datelisted armory install yeet --cli claude
1127Unrankedzapier-make-patternsskill · otherNo-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without…No signals yetNo commit datelisted armory install zapier-make-patterns --cli claude
1128Unrankedzapier-workflowsskill · searchManage and trigger pre-built Zapier workflows and MCP tool orchestration. Use when user mentions workflows, Zaps, automations, daily digest, research…No signals yetNo commit datelisted armory install zapier-workflows --cli claude
1129Unrankedzarr-pythonskill · otherChunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific…No signals yetNo commit datelisted armory install zarr-python --cli claude
1130Unrankedzinc-databaseskill · databaseAccess ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery, for…No signals yetNo commit datelisted armory install zinc-database --cli claude
1131Unrankedzod-validation-expertskill · front-endExpert in Zod — TypeScript-first schema validation. Covers parsing, custom errors, refinements, type inference, and integration with React Hook Form…No signals yetNo commit datelisted armory install zod-validation-expert --cli claude
1132Unrankedzustand-store-tsskill · otherCreate Zustand stores following established patterns with proper TypeScript types and middleware.No signals yetNo 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.

Leaderboard · Armory