Armory
Source

Leaderboard

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

RankScoreComponentDescriptionEvidenceLast commitInstall
201Unrankedcode-review-excellenceskill · otherTransform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement.No signals yetNo commit datelisted armory install code-review-excellence --cli claude
202Unrankedcode-reviewer-2skill · github-vcsComprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go. Includes automated code analysis, best practice checking…No signals yetNo commit datelisted armory install code-reviewer-2 --cli claude
203Unrankedcode-simplifier-2skill · otherSimplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to "simplify code"…No signals yetNo commit datelisted armory install code-simplifier-2 --cli claude
204Unrankedcode-tourskill · otherCreate CodeTour `.tour` files — persona-targeted, step-by-step walkthroughs with real file and line anchors. Use for onboarding tours, architecture…No signals yetNo commit datelisted armory install code-tour --cli claude
205Unrankedcodebase-onboardingskill · ai-agentsAnalyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter…No signals yetNo commit datelisted armory install codebase-onboarding --cli claude
206Unrankedcodexskill · ai-agentsUse when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing…No signals yetNo commit datelisted armory install codex --cli claude
207Unrankedcodex-reviewskill · otherProfessional code review with auto CHANGELOG generation, integrated with Codex AINo signals yetNo commit datelisted armory install codex-review --cli claude
208Unrankedcoding-standardsskill · front-endBaseline cross-project coding conventions for naming, readability, immutability, and code-quality review. Use detailed frontend or backend skills for…No signals yetNo commit datelisted armory install coding-standards --cli claude
209Unrankedcommand-creatorskill · ai-agentsThis skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a…No signals yetNo commit datelisted armory install command-creator --cli claude
210Unrankedcommand-developmentskill · ai-agentsThis skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use…No signals yetNo commit datelisted armory install command-development --cli claude
211Unrankedcommit-3skill · github-vcsCreate commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows…No signals yetNo commit datelisted armory install commit-3 --cli claude
212Unrankedcommit-smartskill · back-endAnalyze staged/unstaged changes and create semantic conventional commits with context about WHY, not just WHAT. Auto-detects commit type and scope…No signals yetNo commit datelisted armory install commit-smart --cli claude
213Unrankedcommit-workskill · github-vcsCreate high-quality git commits: review/stage intended changes, split into logical commits, and write clear commit messages (including Conventional…No signals yetNo commit datelisted armory install commit-work --cli claude
214Unrankedcompetitive-ads-extractorskill · otherExtracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches…No signals yetNo commit datelisted armory install competitive-ads-extractor --cli claude
215Unrankedcompetitor-alternativesskill · front-endWhen the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative…No signals yetNo commit datelisted armory install competitor-alternatives --cli claude
216Unrankedcompose-multiplatform-patternsskill · otherCompose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.No signals yetNo commit datelisted armory install compose-multiplatform-patterns --cli claude
217Unrankedcomputer-use-agentsskill · ai-agentsBuild AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's…No signals yetNo commit datelisted armory install computer-use-agents --cli claude
218Unrankedconcise-planningskill · otherUse when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.No signals yetNo commit datelisted armory install concise-planning --cli claude
219Unrankedconfigure-harnessskill · ai-agentsInteractive installer for Everything Claude Code — guides users through selecting and installing skills and rules to user-level or project-level…No signals yetNo commit datelisted armory install configure-harness --cli claude
220Unrankedconnections-optimizerskill · otherReorganize the user's X and LinkedIn network with review-first pruning, add/follow recommendations, and channel-specific warm outreach drafted in the…No signals yetNo commit datelisted armory install connections-optimizer --cli claude
221Unrankedconstitutional-aiskill · ai-agentsAnthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF…No signals yetNo commit datelisted armory install constitutional-ai --cli claude
222Unrankedcontent-creatorskill · otherCreate SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media…No signals yetNo commit datelisted armory install content-creator --cli claude
223Unrankedcontent-engineskill · otherCreate platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants…No signals yetNo commit datelisted armory install content-engine --cli claude
224Unrankedcontent-hash-cache-patternskill · otherCache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.No signals yetNo commit datelisted armory install content-hash-cache-pattern --cli claude
225Unrankedcontent-research-writerskill · otherAssists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time…No signals yetNo commit datelisted armory install content-research-writer --cli claude
226Unrankedcontext-budgetskill · ai-agentsAudits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces…No signals yetNo commit datelisted armory install context-budget --cli claude
227Unrankedcontext-window-managementskill · ai-agentsStrategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token…No signals yetNo commit datelisted armory install context-window-management --cli claude
228Unrankedcontext7-auto-researchskill · back-endAutomatically fetch latest library/framework documentation for Claude Code via Context7 APINo signals yetNo commit datelisted armory install context7-auto-research --cli claude
229Unrankedcontinuous-agent-loopskill · ai-agentsPatterns for continuous autonomous agent loops with quality gates, evals, and recovery controls.No signals yetNo commit datelisted armory install continuous-agent-loop --cli claude
230Unrankedcontinuous-learning-v2skill · ai-agentsInstinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into…No signals yetNo commit datelisted armory install continuous-learning-v2 --cli claude
231Unrankedconversation-memoryskill · ai-agentsPersistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember…No signals yetNo commit datelisted armory install conversation-memory --cli claude
232Unrankedconvexskill · front-endConvex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.No signals yetNo commit datelisted armory install convex --cli claude
233Unrankedcookbook-auditskill · ai-agentsAudit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or audit is requested.No signals yetNo commit datelisted armory install cookbook-audit --cli claude
234Unrankedcopy-editingskill · otherWhen 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 yetNo commit datelisted armory install copy-editing --cli claude
235Unrankedcopywritingskill · front-endWhen the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about…No signals yetNo commit datelisted armory install copywriting --cli claude
236Unrankedcore-componentsskill · front-endCore component library and design system patterns. Use when building UI, using design tokens, or working with the component library.No signals yetNo commit datelisted armory install core-components --cli claude
237Unrankedcore-web-vitalsskill · searchOptimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to "improve Core Web Vitals", "fix LCP"…No signals yetNo commit datelisted armory install core-web-vitals --cli claude
238Unrankedcosmic-databaseskill · databaseAccess COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and…No signals yetNo commit datelisted armory install cosmic-database --cli claude
239Unrankedcost-aware-llm-pipelineskill · ai-agentsCost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.No signals yetNo commit datelisted armory install cost-aware-llm-pipeline --cli claude
240Unrankedcost-trackingskill · databaseTrack and report Claude Code token usage, spending, and budgets from a local cost-tracking database. Use when the user asks about costs, spending…No signals yetNo commit datelisted armory install cost-tracking --cli claude
241Unrankedcouncilskill · otherConvene 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 yetNo commit datelisted armory install council --cli claude
242Unrankedcover-letter-generatorskill · otherCreate personalized, compelling cover letters from a resume and job description. Use when the user asks for a cover letter, application letter, or…No signals yetNo commit datelisted armory install cover-letter-generator --cli claude
243Unrankedcpp-coding-standardsskill · github-vcsC++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern…No signals yetNo commit datelisted armory install cpp-coding-standards --cli claude
244Unrankedcpp-pro-2skill · otherWrite idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance…No signals yetNo commit datelisted armory install cpp-pro-2 --cli claude
245Unrankedcpp-testingskill · otherUse only when writing/updating/fixing C++ tests, configuring GoogleTest/CTest, diagnosing failing or flaky tests, or adding coverage/sanitizers.No signals yetNo commit datelisted armory install cpp-testing --cli claude
246Unrankedcrafting-effective-readmesskill · otherUse 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 yetNo commit datelisted armory install crafting-effective-readmes --cli claude
247Unrankedcreate-planskill · otherCreate a concise plan. Use when a user explicitly asks for a plan related to a coding task.No signals yetNo commit datelisted armory install create-plan --cli claude
248Unrankedcreate-pr-2skill · observabilityCreate pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's…No signals yetNo commit datelisted armory install create-pr-2 --cli claude
249Unrankedcreating-financial-modelsskill · ai-agentsThis skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for…No signals yetNo commit datelisted armory install creating-financial-models --cli claude
250Unrankedcreative-portfolio-resumeskill · front-endBalance visual design with ATS compatibility for creative roles. Use when the user is in design, art, writing, marketing creative, or any…No signals yetNo commit datelisted armory install creative-portfolio-resume --cli claude
251Unrankedcrewaiskill · ai-agentsExpert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task…No signals yetNo commit datelisted armory install crewai --cli claude
252Unrankedcrewai-multi-agentskill · ai-agentsMulti-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks…No signals yetNo commit datelisted armory install crewai-multi-agent --cli claude
253Unrankedcross-site-scripting-and-html-injection-testingskill · databaseThis skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection…No signals yetNo commit datelisted armory install cross-site-scripting-and-html-injection-testing --cli claude
254Unrankedcrosspostskill · otherMulti-platform content distribution across X, LinkedIn, Threads, and Bluesky. Adapts content per platform using content-engine patterns. Never posts…No signals yetNo commit datelisted armory install crosspost --cli claude
255Unrankedcsharp-proskill · otherWrite modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise…No signals yetNo commit datelisted armory install csharp-pro --cli claude
256Unrankedcsharp-testingskill · otherC# and .NET testing patterns with xUnit, FluentAssertions, mocking, integration tests, and test organization best practices.No signals yetNo commit datelisted armory install csharp-testing --cli claude
257Unrankedcto-advisorskill · observabilityTechnical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling…No signals yetNo commit datelisted armory install cto-advisor --cli claude
258Unrankedcustomer-billing-opsskill · paymentsOperate customer billing workflows such as subscriptions, refunds, churn triage, billing-portal recovery, and plan analysis using connected billing…No signals yetNo commit datelisted armory install customer-billing-ops --cli claude
259Unrankedcustoms-trade-complianceskill · back-endCodified expertise for customs documentation, tariff classification, duty optimization, restricted party screening, and regulatory compliance across…No signals yetNo commit datelisted armory install customs-trade-compliance --cli claude
260Unrankedd3-vizskill · front-endCreating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic…No signals yetNo commit datelisted armory install d3-viz --cli claude
261Unrankeddaily-meeting-updateskill · ai-agentsInteractive daily standup/meeting update generator. Use when user says 'daily', 'standup', 'scrum update', 'status update', 'what did I do yesterday'…No signals yetNo commit datelisted armory install daily-meeting-update --cli claude
262Unrankeddart-flutter-patternsskill · otherProduction-ready Dart and Flutter patterns covering null safety, immutable state, async composition, widget architecture, popular state management…No signals yetNo commit datelisted armory install dart-flutter-patterns --cli claude
263Unrankeddashboard-builderskill · observabilityBuild monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms. Use when turning metrics into a working…No signals yetNo commit datelisted armory install dashboard-builder --cli claude
264Unrankeddaskskill · ai-agentsParallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM…No signals yetNo commit datelisted armory install dask --cli claude
265Unrankeddata-engineer-2skill · otherBuild scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native…No signals yetNo commit datelisted armory install data-engineer-2 --cli claude
266Unrankeddata-feedsskill · back-endExtract structured data from 40+ websites including Amazon, LinkedIn, Instagram, TikTok, Facebook, YouTube, and more. Uses Bright Data's Web Data APIs…No signals yetNo commit datelisted armory install data-feeds --cli claude
267Unrankeddata-privacy-complianceskill · front-endData privacy and regulatory compliance specialist for GDPR, CCPA, HIPAA, and international data protection laws. Use when implementing privacy…No signals yetNo commit datelisted armory install data-privacy-compliance --cli claude
268Unrankeddata-scientist-2skill · observabilityExpert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and…No signals yetNo commit datelisted armory install data-scientist-2 --cli claude
269Unrankeddata-scraper-agentskill · ai-agentsBuild a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a…No signals yetNo commit datelisted armory install data-scraper-agent --cli claude
270Unrankeddata-throughput-acceleratorskill · otherUse when large data ingestion, backfill, export, ETL, warehouse loading, manifest catch-up, or table synchronization needs to become much faster while…No signals yetNo commit datelisted armory install data-throughput-accelerator --cli claude
271Unrankeddatabase-architect-2skill · front-endExpert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures.No signals yetNo commit datelisted armory install database-architect-2 --cli claude
272Unrankeddatabase-designskill · front-endDatabase design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.No signals yetNo commit datelisted armory install database-design --cli claude
273Unrankeddatabase-migrationskill · databaseMaster database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime deployments.No signals yetNo commit datelisted armory install database-migration --cli claude
274Unrankeddatabase-migrationsskill · databaseDatabase migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common…No signals yetNo commit datelisted armory install database-migrations --cli claude
275Unrankeddatabase-optimizer-2skill · databaseExpert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures.No signals yetNo commit datelisted armory install database-optimizer-2 --cli claude
276Unrankeddatabase-schema-designerskill · databaseDesign robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration patterns…No signals yetNo commit datelisted armory install database-schema-designer --cli claude
277Unrankeddatacommons-clientskill · otherWork with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with…No signals yetNo commit datelisted armory install datacommons-client --cli claude
278Unrankeddatadog-cliskill · observabilityDatadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or working with…No signals yetNo commit datelisted armory install datadog-cli --cli claude
279Unrankeddatamolskill · otherPythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery: SMILES parsing, standardization…No signals yetNo commit datelisted armory install datamol --cli claude
280Unrankeddeadline-prepskill · observabilityGenerate a structured demo outline from your session's change log and git history. Reads .claude/critical_log_changes.csv and git log to produce…No signals yetNo commit datelisted armory install deadline-prep --cli claude
281Unrankeddebugger-2skill · otherDebugging specialist for errors, test failures, and unexpectedNo signals yetNo commit datelisted armory install debugger-2 --cli claude
282Unrankeddebugging-strategiesskill · otherTransform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.No signals yetNo commit datelisted armory install debugging-strategies --cli claude
283Unrankeddeep-researchskill · searchMulti-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution…No signals yetNo commit datelisted armory install deep-research --cli claude
284Unrankeddeep-research-notebooklmskill · otherDeep research skill powered by NotebookLM MCP. Conducts structured multi-source research (market analysis, competitive intel, trend analysis, prospect…No signals yetNo commit datelisted armory install deep-research-notebooklm --cli claude
285Unrankeddeepchemskill · otherMolecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization…No signals yetNo commit datelisted armory install deepchem --cli claude
286Unrankeddeepspeedskill · otherExpert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attentionNo signals yetNo commit datelisted armory install deepspeed --cli claude
287Unrankeddeeptoolsskill · otherNGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq…No signals yetNo commit datelisted armory install deeptools --cli claude
288Unrankeddefi-amm-securityskill · otherSecurity checklist for Solidity AMM contracts, liquidity pools, and swap flows. Covers reentrancy, CEI ordering, donation or inflation attacks, oracle…No signals yetNo commit datelisted armory install defi-amm-security --cli claude
289Unrankeddenarioskill · ai-agentsMultiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used…No signals yetNo commit datelisted armory install denario --cli claude
290Unrankeddependabot-reviewskill · otherReview 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 yetNo commit datelisted armory install dependabot-review --cli claude
291Unrankeddependency-updaterskill · ai-agentsSmart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions, diagnoses and…No signals yetNo commit datelisted armory install dependency-updater --cli claude
292Unrankeddeployment-patternsskill · devopsDeployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for…No signals yetNo commit datelisted armory install deployment-patterns --cli claude
293Unrankeddeployment-proceduresskill · devopsProduction deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.No signals yetNo commit datelisted armory install deployment-procedures --cli claude
294Unrankeddesign-mirrorskill · front-endReplicate the visual style of any website and apply it to your existing codebase. Use this skill whenever the user wants to match a site's design…No signals yetNo commit datelisted armory install design-mirror --cli claude
295Unrankeddesign-systemskill · front-endUse this skill to generate or audit design systems, check visual consistency, and review PRs that touch styling.No signals yetNo commit datelisted armory install design-system --cli claude
296Unrankeddesign-system-starterskill · front-endCreate and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates. Ensures…No signals yetNo commit datelisted armory install design-system-starter --cli claude
297Unrankeddesign-to-codeskill · front-endPixel-perfect Figma to React conversion using coderio. Generates production-ready code (TypeScript, Vite, TailwindCSS V4) with high visual fidelity…No signals yetNo commit datelisted armory install design-to-code --cli claude
298Unrankeddeslopskill · otherRemove AI-generated code slop from a branch. Use when cleaning up AI-generated code, removing unnecessary comments, defensive checks, or type casts…No signals yetNo commit datelisted armory install deslop --cli claude
299Unrankeddevelop-web-gameskill · browserUse when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a…No signals yetNo commit datelisted armory install develop-web-game --cli claude
300Unrankeddeveloper-growth-analysisskill · commsAnalyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning…No signals yetNo commit datelisted armory install developer-growth-analysis --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