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• qovery-speedupSpeeds up Qovery deployments. Analyzes deployment timelines via the V2 deployment history API, identifies bott
• qovery-terraformGenerate Terraform manifests from an existing Qovery setup. Reads the current configuration from the Qovery AP
• qovery-troubleshootDiagnoses and fixes deployment failures, application crashes, build errors, connectivity problems, stuck deplo
• qpost-mcpMCP server for QPost — lets AI agents publish video and image posts to YouTube, TikTok, Instagram.
• qq-emailQQ邮箱 IMAP receive and SMTP send via Node.js scripts; credentials read from env vars QQ_EMAIL_ACCOUNT and QQ_EM
• qq-email-ground-truthBuild, rebuild, audit, and compare QQ mailbox invoice ground truth datasets for this repository using the exis
• qr-codeGenerates a scannable QR code from text, URL, WiFi credentials or contact info. Use when the user asks for a Q
• qr-code-ai-mcpQr Code Ai MCP Server by MEOK AI Labs
• qr-code-generatorGenerate QR codes with URLs and UTM tracking. Exports PNG/SVG with captions. Use for single codes, batch gener
• qrp-mcpFinds quantum-vulnerable crypto in your codebase: secp256k1, Ed25519, BLS, Schnorr, RSA. Offline.
• qsar-property-prediction-starterA framework for discovering, compiling, and validating reusable skills for scientific agents.
• qseow-mcpAgent tools for Qlik Sense Enterprise on Windows: troubleshoot, govern, query and build.
• qspi-xip-flash-debugUse when debugging QSPI or OSPI NOR flash, execute-in-place XIP, memory-mapped mode, boot from external flash,
• qsys-mcpControl QSC Q-SYS systems over QRC from AI agents or Claude.
• qt4-doc-mcp-serverOffline MCP server for local Qt 4.8, Qt 5, and Qt 6 documentation with full-text search.
• qu-ai-weiRewrite and humanize Simplified Chinese while preserving facts, meaning, evidence strength, register, and auth
• quackr-mcpMCP launcher for Quackr — virtual phone numbers for SMS verification and OTP receipt. Bridges stdio MCP client
• qualitative-analysisClusteriza respostas abertas, entrevistas e texto livre em temas emergentes com trechos literais rastreáveis,
• qualitative-engineActivate when the user needs to analyze qualitative data — interview transcripts, field notes, or open-ended s
• qualitative-research全流程质性研究（定性研究）方法学助手。当用户需要做质性/定性研究的任何环节时使用：研究设计与范式选择、研究问题打磨、目的抽样/理论抽样、访谈提纲与焦点小组设计、转录、扎根理论编码（开放/主轴/选择性）、Braun & C
• qualitative-valuationAssess business quality, competitive positioning, and sustainability of value creation beyond financial models
• qualityGenerate a code quality report for a pipeline project by reading quality frontmatter from progress.md and opti
• quality-acceptanceUse when generating acceptance execution plans and sign-off reports. Acceptance execution plan generation + si
• quality-and-verification5-level verification pyramid: static→unit→Playwright E2E (homepage-first, 6bp)→AI visual→post-deploy. 8-check
• quality-assessmentEvaluate ENCODE experiment quality using standard metrics and audit flags. Use when the user asks about data q
• quality-assurance-engineer测试工程师/质量保障角色技能。当需要进行测试用例编写、缺陷分析、验收标准评估、测试策略设计、发布质量评估，或需要对功能实现进行质量验证时使用。关键词：测试用例、缺陷追踪、质量保障、验收测试、边界测试、回归测试、自动化测试
• quality-assurance-review-deskreview support interaction quality against a scorecard with every score tied to quoted ticket evidence, a samp
• quality-assurance-workflowUse when performing functional verification, regression risk assessment, code review, test sufficiency judgmen
• quality-checkingValidate API documentation against quality standards. Use when you need to verify generated docs are complete
• quality-gateUse when you need to check if current work meets quality thresholds before proceeding to the next phase or mer
• quality-gatesQuality checkpoints at every development stage — pre-commit through post-deploy — with configuration examples,
• quality-gates-enforcerEnforces minimum quality thresholds in CI including code coverage, linting, type checking, and security scanni
• quality-max-dependency-auditAudit project dependencies for risk — known-vulnerable versions, unpinned ranges, abandoned packages, and badl
• quality-nonconformance
• quality-playbookExplore any codebase from scratch and generate six quality artifacts: a quality constitution (QUALITY.md), spe
• quality-postmortemAnalyze escaped defects and test suite health through blameless postmortems. Covers bug pattern analysis, test
• quality-refinement-autoloopRun a self-refinement loop when a Blender result is subpar, user expectations are not met, validation fails, o
• quality-reviewStructured 3-agent quality review using parallel simplifier, adversarial-reviewer, and chaos-engineer agents.
• quality-screenAI Berkshire skill: 去劣筛选：7条指标快速排除非一流公司. Source: skills/quality-screen.md.
• quality-speedDecides when quality matters vs move fast, based on Dylan Field (Figma) craft philosophy and Brian Chesky (Air
• qualys-mcp-fullFull Qualys portal management over MCP: VMDR, PC, WAS, Cloud Agent, Container Security & more
• quant-financeQuantitative finance expert for trading strategies, risk management, and portfolio optimization
• quant-research-mcpPaper-backed quant trading methods and a deterministic, no-LLM decision helper for serious traders.
• quant-trading-researcherUse when quant researchers or strategy developers need to evaluate factor ideas, backtest validity, statistica
• quantgist-mcpMacro events, earnings & market data from QuantGist for Claude and other AI agents.
• quanticdata-mcpWeb data for AI agents: scraping, SERP, crawl/map, 74 Collectors, datasets and proxies. 25 tools.
• quantification-starterA framework for discovering, compiling, and validating reusable skills for scientific agents.
• quantitative-analysisUse when applying statistical methods to financial data. Covers return distributions, stationarity, correlatio
• quantitative-valuationEstimate intrinsic value of stocks and companies using DCF, dividend discount models, comparable multiples, an
• quantization-and-model-compressionReference-grade guide to shrinking and speeding up LLMs without retraining from scratch — numeric formats (FP8
• quantizing-models-bitsandbytesQuantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory i
• quantum-chemistry-setup-starterA framework for discovering, compiling, and validating reusable skills for scientific agents.
• quantum-espressoGenerate and manage Quantum ESPRESSO (pw.x) DFT calculations. Use when the user requests QE, Quantum ESPRESSO,
• quantum-suitability-validator-mcpQuantum computing suitability validator for AI agents. Screens problems for quantum advantage before budget al
• quantumaikr-qaquant.cpp의 통합 정합성을 검증한다. 모듈 간 경계면 불일치, 타입 시스템 정합성, quantize→attention 파이프라인, cache 무결성을 교차 비교한다. '검증', 'QA', '
• quantumguard-mcpQuantumGuard MCP Server - Post-quantum cryptography security tools for AI coding agents. Scan for quantum vuln
• quantumproxies-mcpWeb scraping, SERP search, crawl/map and 74 Collectors through residential proxies. 25 tools.
• quarantineAdvisory wrap for tool results from untrusted external surfaces. Appends `[QUARANTINE-NOTICE]` to next-turn co
• quarkus-coreCDI dependency injection, configuration, dev mode, and extensions.
• quarkus-reactiveMutiny reactive types, reactive routes, and non-blocking I/O.
• quarry-dbSafety-railed database access for agents: Postgres, MySQL, Redis. Read-only by default.
• quarter-rolloverRun the quarter-boundary ritual — roll the quarter-scoped project folders, archive finished projects, grade th
• quarterly-planQuarterly planning session — deep review and focus areas for next 12 weeks. Use when you say "quarterly plan",
• quarterly-reviewСобирает полный квартальный обзор — тренд выручки, тренд маржи, здоровье клиентской базы, главные возможности
• quarterly-taxesEstimate quarterly tax payments using income totals and safe harbor rules.
• quartoConventions for Quarto (.qmd) documents — YAML headers, figure/table captions and notes, appendices, R setup c
• quarto-authoringUse when the user is explicitly working with Quarto, .qmd files, _quarto.yml, Quarto projects, or Quarto featu
• quarto-cleanCleans a Quarto (.qmd) file by replacing LaTeX holdovers with proper Quarto/Pandoc syntax so the document rend
• queen-colony-debugMulti-Agent Harness for Production AI
• quellgeistRead-only MCP server: query_metrics over local metric time-series (Quellgeist triage).
• quenchTerminate (quench) the running FloatingClock process. Renamed from 'quit' to avoid clashing with Claude Code's
• queryAgent-ready 0xArchive market data skill for Hyperliquid and Lighter.xyz.
• query-alphafoldQuery AlphaFold protein structure predictions. Use when user asks about protein structure, 3D structure, prote
• query-clinvarQuery ClinVar for clinical variant significance. Use when user asks about variant pathogenicity, genetic varia
• query-codeQuery Codemap.
• query-dataUse when pulling tabular rows from a SquaredUp data stream - metrics, log records, events, inventory listings,
• query-ensemblQuery Ensembl for genomic data. Use when user asks about gene coordinates, genomic sequences, variants, gene s
• query-geoQuery NCBI GEO for gene expression datasets. Use when user asks about RNA-seq datasets, microarray data, expre
• query-graphUse when you need to traverse the SquaredUp entity graph with Gremlin - finding entities by type/source/proper
• query-interpreterParse legal research queries into structured parameters, generate clarification prompts when needed, and produ
• query-interproQuery InterPro for protein domains and families. Use when user asks about protein domains, functional sites, p
• query-keggQuery KEGG for biological pathways and gene info. Use when user asks about metabolic pathways, signaling pathw
• query-loop-implementationImplement a production-ready LLM query loop / agent loop for AI applications. Use this skill whenever the user
• query-opentargetQuery OpenTargets for drug targets, disease associations, and therapeutic evidence. Use when user asks about d
• query-optimizationDiagnose and optimize existing slow SQL queries using execution plans, indexing strategies, query rewriting, a
• query-pdbQuery RCSB PDB for experimental protein structures. Use when user asks about crystal structures, X-ray, cryo-E
• query-reactomeQuery Reactome for biological pathways and reactions. Use when user asks about signaling cascades, biological
• query-stringdbQuery STRING for protein-protein interactions. Use when user asks about protein interactions, interaction netw
• query-sub-agent專責處理 IDF (Information Display Frame) 類型的需求。讀取規格目錄結構，生成/審查 Query Side 設計與實作。支援 Java、TypeScript、Go 多語言。
• query-uniprotQuery UniProt protein database. Use when user asks about protein sequences, functions, annotations, domains, o
• query-writingWrites and executes SQL queries from simple SELECTs to complex multi-table JOINs, aggregations, and subqueries
• querying-from-seekdbQuery and export data from seekdb vector database. Supports two search modes: (1) Scalar search - metadata fil
• querypilotSafe SQL gateway for AI agents: SELECT-only validation, access policies, masking, audit trail, evals
• questflowai/awesome-a2a-hubA curated list of awesome Agent2Agent (A2A) protocol agents, tools, and resources, with a focus on the https:/
• questioningTo ask targeted clarification questions only when high-impact unknowns block safe execution.
• questionnaire-analysis全流程问卷/量表数据分析方法学助手（中英文通用 / bilingual）。当用户需要分析问卷、量表或调查数据的任何环节时使用：量表与问卷设计、Likert 计分、数据清洗与缺失值/异常值处理、反向计分、描述性统计与正态性
• queue-aiopsGoverned redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.
• queue-backlog-health-deskread the shape of a support queue by reporting backlog in age cohorts with untouched, pending-customer, and pe
• queue-handoffUse when ending a turn, finishing a slice, blocked on another agent's work, or escalating to a human — durable
• queue-job-processorImplements background job processing with BullMQ/Redis including job queues, workers, scheduling, retries, and
• quickTracked lightweight execution with composable rigor flags: --trivial, --discuss, --research, --full. Covers ze
• quick-calculatorQuickly produces accurate calculation results when a user needs arithmetic, unit conversion, or mathematical f
• quick-designLightweight design spec for small changes — tuning adjustments, minor mechanics, balance tweaks. Skips full GD
• quick-fixUse this skill for micro-changes (bugfix / docs / 小配置) that satisfy: ≤2 files changed, no L3/L4 PHI field touc
• quick-flowBabysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and wor
• quick-implementRapid implementation for small, low-risk, well-defined changes. Use when the task is narrow in scope, has clea
• quick-installerSkill that installs dependencies quickly
• quick-learnLoad when a task needs an explicit source-backed learning project, study plan, syllabus, book/technical topic
• quick-planUse when you need a bite-sized, TDD-driven implementation plan but do NOT have a brainstorm-beagle spec to pla
• quick-prSplit a minor change from the current work into a separate worktree and open a PR without interrupting your fl
• quick-questionLightweight, low-friction communication with colleagues. Use whenever you need something from someone, to keep
• quick-statsQuickly fetch data and print key backtest stats for a symbol with a default EMA crossover strategy. No file cr
• quick-win-sessionGenerates guided first-action flows that help users achieve a meaningful result within 60 seconds to boost ret
• quickbooksEvery QuickBooks Online Accounting entity, plus an offline SQLite mirror, cross-entity search, and AR/AP aging
• quickbooks-mcpMCP server for QuickBooks Online API integration
• quicken-mac-mcpMCP server providing read-only access to Quicken For Mac financial data via Claude
• quickerspot-mcpServidor MCP do QuickerSpot para vinhetas, rádio indoor e sonorização comercial com IA.
• quickgo-databaseQuery EBI QuickGO REST API for GO terms and protein annotations. Fetch term metadata by ID, search by keyword,
• quicknodeQuicknode blockchain infrastructure for Solana — RPC endpoints, DAS API (Digital Asset Standard) for NFTs and
• quicknode-skillQuicknode blockchain infrastructure for 80+ chains: Core RPC API, Streams, Webhooks, Blazar WSS, Solana gRPC,
• quiet-paper-specimen把主题、句子、物件、情绪或文章摘要编译成「安静纸面标本」封面提示词：大留白陈纸背景、单一可想象的主体（十大意象家族任选）、中文手写大标题、一个落在主体上的高饱和色点、复印/网点/铅笔/凸版/扫描纸质感。用户提到纸面标本、
• quiet-quittingExecutes requests with strict scope discipline — exactly what was asked, nothing more. Use when the user asks
• quieterTones down visually aggressive or overstimulating designs, reducing intensity while preserving quality. Use wh
• quillAdding JSDoc/TSDoc, updating READMEs, replacing any types with proper definitions, and adding high-value comme
• quillpdf-mcpLocal-first PDF tools (merge, split, rotate, watermark, Bates, metadata) as MCP server + CLI.
• quinnProves the system works by writing and executing comprehensive test suites.
• quivly-template-skillA minimal starting template for a new Quivly skill. Replace this description with a clear explanation of what
• quizUse when the user asks to be quizzed on — or to verify their understanding of — a PR, commit, branch, diff, sp
• quiz-and-assessment-designDesigning quizzes, personality assessments, and recommendation tools that segment users into actionable catego
• quiz-builder把任意学习材料（讲义/笔记/教材/PDF/PPT/Markdown/网页/转写稿）做成一个单文件、 可离线打开、可反复刷的 HTML 互动习题库：5 种题型（单选/多选/判断/填空/闪卡）、 即时判分 + 解析、按单元/
• quiz-generatorQuiz generator that creates source-grounded diagnostic quizzes with blueprints, objectives, answer keys, ratio
• quiz-generator-ai-mcpQuiz Generator Ai MCP Server by MEOK AI Labs
• quiz-maker학년·주제를 주면 형성평가용 퀴즈(정답·해설 포함)를 만든다. 골든벨·OX·객관식 등 형식 선택. "4학년 분수 OX 10문제 만들어줘"처럼 사용.
• quiz-meVerify understanding after implementation with targeted quizzes
• quorum-verifyRun all done-criteria checks (CQ/T/CC/CL/S/I/FV/CV) and produce a pass/fail verification report. Use after imp
• quota-gateUse before expensive, long-running, automated, or quota-sensitive AI coding agent work to check subscription q
• quote-card-makerQuote card / aphorism graphic generator — bold short text + attribution + minimal visual. Typography IS the im
• quote-cards-and-text-graphicsThe craft of turning a single quote, line, or stat into a designed typographic graphic — quote cards, pull-quo
• quote-evidence-collectorUse when the buyer wants to FIND online dealer quote screenshots (XHS / Reddit / Facebook / Carfax) to use as
• quote-to-paidRun the money side of a job from quote to cash in hand — quote the work, collect a deposit, invoice the balanc
• quoter-webhooksReceive and verify Quoter webhooks. Use when setting up Quoter webhook handlers, debugging the MD5 hash verifi
• QWED-AI/qwed-a2aFail-closed Agent-to-Agent verification, provenance, and attestation infrastructure for AI systems.
• qwen-asrTranscribe audio files using Qwen ASR. Use when the user sends voice messages and wants them converted to text
• qwen-delegationDelegates tasks to Qwen CLI via delegation-core for Alibaba's models. Use when delegation-core selects Qwen or
• qwen-image-editBuild Qwen Image Edit workflows — model loading, conditioning, LoRAs, prompt patterns, and XY plot testing
• qwen-txt2imgBuild Qwen Image 2512 text-to-image workflows — QwenImageIntegratedKSampler, separate component loading, light
• qwen3-tts-voiceA curated guide to convention files AI agents read, write, and act on: AGENTS.md, CLAUDE.md, SKILL.md, llms.tx
• qwoted-seo-backlinksAutomate Qwoted (HARO-style PR platform) end-to-end and earn high-DR backlinks at scale: log in, set up the us
• r-analyticsR language data analysis and visualization skill. Use when user asks to (1) run R scripts or code, (2) install
• r-cli-appBuild command-line apps in R using the Rapp package. Use when creating a CLI tool in R, adding argument parsin
• r-daction-acad-mique-de-sections-d-tude-avec-r-f-rencesCompétence pour rédiger la section 'Contexte de l'étude' d'un mémoire ou projet en informatique de gestion, en
• r-daction-de-rapport-d-analyse-comparative-de-points-de-venteGénère un rapport d'analyse comparative structuré et neutre entre deux enseignes de distribution (ex: BIM et K
• r-daction-de-scripts-tiktok-d-actualit-proReformate des textes d'actualité en scripts fluides et professionnels pour TikTok, sans puces, avec un style i
• r-frolov-prPush branch and create a PR with concise description and labels
• r-p-tition-de-texte-sans-num-rotationRépète une phrase ou une expression spécifique un nombre de fois déterminé par l'utilisateur, en s'assurant de
• r-package-developmentR package development with devtools, testthat, and roxygen2. Use when the user is working on an R package, run
• r-solution-d-exercices-de-chimie-combustion-format-pour-devoirsRésout les problèmes de combustion et complète les tableaux d'avancement en respectant des contraintes stricte
• r-visualsR visual creation and ggplot2 patterns for PBIR reports. Automatically invoke when the user mentions "R visual
• r3plicaCatalog of certified digital replicas from premium design brands, for any MCP-compatible AI agent.
• raam-auditAudit mobile applications (iOS and Android) against RAAM 1.1 (Luxembourg Mobile Accessibility Assessment Frame
• raam-codeDevelop accessible mobile applications (iOS and Android) conforming to RAAM 1.1 (Luxembourg Mobile Accessibili
• rabbitmqProduction-ready AI coding skills for APIs. Installable skills for Claude Code, Cursor, Codex CLI, Gemini CLI,
• race-condition竞态条件 / TOCTOU 深度测试。覆盖优惠券加倍使用、库存超卖、支付金额篡改、 提现并发、邀请码无限复用、签到积分翻倍、文件上传竞态、密码重置TOCTOU、 状态流转竞态。含 Go/Python 并发脚本模板，按场景
• racehooks-mcpF1 race analytics & live timing for AI assistants — webhooks, results, and race simulations.
• rachio-mcpMCP server for Rachio sprinkler controllers — schedules, zones, and live watering control
• radarAutonomous discovery of concepts, methods, and vocabulary we have NOT heard of yet — sweeps broadly, diffs aga
• radar-exploreDiscover important work the radar does NOT yet track, by iterating the discovery-venue list in SOURCES.md ever
• radar-ia-brLearn what AI skills are and how to design, structure, and use them in real-world agent systems.
• radar-lab-sweepSweep the official AI lab and big-tech AI blogs on EVERY daily run (not rotated) so no open-weight release, in
• radar-ledger-updateSafely update TRENDS.md (the AI Radar ledger): append evidence, move stages, manage observation_queue, source_
• radar-pulseIterate the FULL social/community + trusted-curator source lists in SOURCES.md (Reddit, Hacker News, YouTube c
• radar-render-dashboardRegenerate README.md, the repo's landing page and only output surface: badges, a 3-4 bullet "since last scan"
• radar-repo-watchWatch GitHub every daily run for behind-the-scenes movement — across watched REPOS (releases, merged PRs, hot
• radar-self-evalCompute the radar's self-calibration: weekly funnel metrics (queue dynamics, exploration compliance, off-axis
• radar-source-healRepair a source or tool that keeps failing — a broken/moved/stale feed, a 404, an empty result, a parse/JSON e
• radar-source-verifyVerify a signal or evidence candidate for the AI Radar ledger: open primary sources, pin exact dates and autho
• radarrThis skill should be used when managing movies in Radarr. Use when the user asks to "add a movie", "search Rad
• radical-candorStop being a \"nice\" manager. Learn Kim Scott's framework for caring personally while challenging directly—th
• radical-empathy-deflectorProvides emotionally intelligent support for debugging frustrations and technical setbacks. Use when the user
• radicaleThis skill should be used when managing calendars and contacts on a self-hosted Radicale CalDAV/CardDAV server
• radiochron-mcpLocal-first Wi-Fi incident diagnostics with native BLE scan, history, and risk evidence.
• radiomics-mlProduce or audit a radiomics / tabular clinical-ML study — imaging or clinical features → any classical learne
• radix-accessible-primitivesUse Radix Primitives for accessible custom React UI. Use for dialogs, dropdown menus, popovers, tooltips, tabs
• radix-ui-design-systemProvides Radix UI patterns for building accessible design systems with headless components, theming, and compo
• radmail-mcpRadMail MCP server — email operating system for agents: two-axis triage (importance x urgency), a 'Right Now'
• raffle-winner-pickerPicks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures
• ragUse when building retrieval-augmented generation. Covers chunking, embedding and hybrid search, reranking, gro
• rag-and-memoryPatterns for Retrieval-Augmented Generation (RAG) and agent memory systems. Retrieves only relevant context, p
• rag-architectDesigns and implements production-grade RAG systems by chunking documents, generating embeddings, configuring
• rag-architectureDesign production retrieval-augmented generation systems — the full ingest→chunk→embed→index→retrieve→rerank→a
• rag-auditProfessional RAG development skills for Claude Code - audit, evaluate, optimize, and scaffold RAG pipelines
• rag-auditorEvaluates RAG pipeline quality across retrieval (precision, recall, MRR) and generation (groundedness, halluci
• rag-builder端到端构建 RAG（检索增强生成）管道。当需要为 LLM 接入本地知识库、做文档问答、控制幻觉、选型 embedding/检索/评估方案时使用。
• rag-chunking-strategy-advisorGiven a document type and retrieval goal, recommends the optimal chunking strategy for a RAG pipeline to minim
• rag-engineerProvides Retrieval-Augmented Generation patterns covering embedding models, vector databases, chunking strateg
• rag-evalProfessional RAG development skills for Claude Code - audit, evaluate, optimize, and scaffold RAG pipelines
• rag-implementationBuild Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic sea
• rag-knowledge-graph-mcpRag Knowledge Graph MCP Server by MEOK AI Labs
• rag-knowledge-mcpRag Knowledge MCP Server by MEOK AI Labs
• rag-observability-evalsMonitor and evaluate RAG systems with retrieval quality metrics, groundedness checks, hallucination detection,
• rag-pipeline-builderDesigns retrieval-augmented generation pipelines for document-based AI assistants. Includes chunking strategie
• rag-pipeline-designerDesigns end-to-end retrieval-augmented generation (RAG) systems by making principled choices for chunking, emb
• rag-scaffoldProfessional RAG development skills for Claude Code - audit, evaluate, optimize, and scaffold RAG pipelines
• rag-securityDetects RAG pipelines that ingest external documents into LLM context without
• rag-specialistBuild Retrieval Augmented Generation (RAG) pipelines with vector databases, embeddings, and context-aware resp
• rag-system-designCreate a rag system design with structured process, quality checks, and system integration
• rag-workflow-plannerDesigns a complete Retrieval-Augmented Generation (RAG) pipeline for a given use case, including chunking stra
• rahanpesun-estaminenRahanpesun ja terrorismin rahoittamisen estäminen Suomessa (laki 444/2017). Käytä tätä skilliä, kun organisaat
• rahoitus-ja-vakuudetRahoitussopimukset ja vakuudet Suomen oikeuden mukaan. Käytä tätä skilliä, kun käyttäjä laatii tai tarkistaa v
• rai-governance-platformAI governance MCP server: trust scoring, guardrails, bias/hallucination detection, compliance.
• raid-logThis skill should be used when the user asks to "log this risk," "add an issue to the RAID log," "update the R
• railsInstall the right AI skills for your project stack in one command
• rails-api-controllersRESTful API controller patterns for Ruby on Rails. Use when: (1) Building JSON APIs, (2) API versioning, (3) E
• rails-audit-skillPerform comprehensive technical reviews of Ruby on Rails applications. Runs automated analysis tools (RubyCrit
• rails-auth-with-deviseComplete authentication setup for Ruby on Rails applications using Devise. Use when: (1) Setting up user authe
• rails-authorization-cancancanAuthorization and permissions management for Ruby on Rails applications using CanCanCan. Use when: (1) Impleme
• rails-best-practices-skillA Claude Agent Skill providing comprehensive Rails best practices from rails-bestpractices.com
• rails-controllersController actions, routing, REST conventions, filters, and response handling
• rails-debuggingUse when debugging Rails issues - provides Rails-specific debugging tools (logs, console, byebug, SQL logging)
• rails-deploymentDeploy Rails applications to production using Kamal, Docker, and modern deployment strategies. Covers zero-dow
• rails-devOpinionated Rails conventions: rich models, concerns, CRUD-everything, state-as-records, minimal dependencies,
• rails-expertRails 7+ specialist that optimizes Active Record queries with includes/eager_load, implements Turbo Frames and
• rails-hotwireHotwire (Turbo Drive, Turbo Frames, Turbo Streams, Stimulus)
• rails-jobsUse when setting up background jobs, caching, or WebSockets - SolidQueue, SolidCache, SolidCable (TEAM RULE #1
• rails-kamal-deploy-pipelineAudits and rewrites a GitHub Actions pipeline that builds a Ruby on Rails application into a Docker image and
• rails-llm-integrationProduction-grade LLM integration patterns for Ruby on Rails applications. USE THIS SKILL when the user needs t
• rails-load-defaultsIncrementally upgrade Rails `config.load_defaults` by walking through each new_framework_defaults config one a
• rails-mailersUse when sending emails - ActionMailer with async delivery via SolidQueue, templates, previews, and testing
• rails-mcpDefault-deny action registry, append-only spend ledger, and human sign-off audit trail (MCP tools).
• rails-modelsActiveRecord patterns, migrations, validations, callbacks, associations
• rails-pagination-kaminariPagination for Ruby on Rails applications using Kaminari. Use when: (1) Implementing pagination for database r
• rails-viewsERB templates, helpers, layouts, partials, and view patterns
• railwayManage Railway projects, services, deployments, environments, variables, and deployment logs via Railway's pub
• railway-ui-skillsRailway's UI design system. Use when building interfaces inspired by Railway's aesthetic - dark mode, Inter fo
• raising-the-bar-in-code-reviewApplying Amazon's raise-the-bar principle to every code review. What reviewers look for — clarity, correctness
• rajeshai/a2a-travel-plannerA hands-on tutorial implementation of Google's Agent2Agent (A2A) protocol. Three multi-agent travel planners F
• rakshit9-code-reviewerWeb marketplace for Claude Code skills — browse, create, install, and publish SKILL.md files, no terminal requ
• rakshit9-rubber-duckWeb marketplace for Claude Code skills — browse, create, install, and publish SKILL.md files, no terminal requ
• rakuten-mcpRakuten Web Service for AI: Ichiba, Books, Travel, Recipe, Kobo, GORA — bilingual, read-only.
• rallit-collectCollect recent public job postings from Rallit (랠릿) by keyword. Use when the user wants to gather, scan, or mo
• rallyOrchestrating multi-session parallel execution via Claude Code Agent Teams API and Codex CLI Subagents — launc
• ralphSelf-referential loop until task completion with architect verification
• ralph-github-create-issuesConverts a PRD markdown file into GitHub Issues (parent + sub-issues) for ralph-github-start-loop to execute.
• ralph-github-start-loopRuns autonomous loop fetching stories from GitHub Issues. Implements and closes issues as done. Triggers on "l
• ralph-implementImplement a task list with the ralph-loop pattern — run, score, fix, re-run. Generic code-implementation loop
• ralph-json-create-issuesConverts a PRD or plan markdown file into prd.json format for ralph-json-start-loop to execute autonomously. U
• ralph-json-start-loopRuns the Ralph autonomous loop. Executes stories from prds/*.json using git worktrees.
• ralph-loopUse to start, inspect, or stop a Ralph loop: an autonomous self-referential loop where a stop hook re-feeds th
• ralph-loop-setupUse to seed or configure a Ralph loop before running it: choose a preset (engineering delivery for a work item
• ralph-loop-templateGenerate an iterable checklist PROMPT file for Ralph Loop from a plan file or the current conversation, and ou