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Claude Skills by aicodedecode
github.com/aicodedecode1,364 skills83 installs820 views
- R ProProfessional R: tidyverse workflows, vectorization, packaging, R Markdown reporting, and Shiny apps. Use when writing, reviewing, or structuring R code for analysis or production.Votes: 0GitHub stars: 2
- Rabbitmq ProRabbitMQ guidance — exchanges, queues, routing, acknowledgments, dead-lettering, clustering, and operations.Votes: 0GitHub stars: 2
- Radio Astronomy BasicsRadio astronomy fundamentals — interferometry concepts, spectral lines (HI, CO), calibration, and imaging basics.Votes: 0GitHub stars: 2
- Rag EngineerEngineer retrieval-augmented generation systems — chunking, embeddings, hybrid retrieval, reranking, and grounded generation with citations. Use when building or fixing RAG pipelines.Votes: 0GitHub stars: 2
- Rag ProRAG guidance — chunking, retrieval tuning, hybrid search, reranking, citations, evaluation, and production RAG.Votes: 0GitHub stars: 2
- Rails ProRuby on Rails guidance — MVC conventions, ActiveRecord mastery, Hotwire, background jobs, and production ops.Votes: 0GitHub stars: 2
- Raycast ProMaster Raycast on macOS: commands, extensions, AI, clipboard history, window management, and custom scripts. Use when turning Raycast into the central command layer of a Mac workflow.Votes: 0GitHub stars: 2
- Rbac DesignerDesign role-based access control — role engineering, permission modeling, hierarchies, and governance.Votes: 0GitHub stars: 2
- React Best PracticesIdiomatic React: component design, hooks discipline, state placement, rendering performance, and modern patterns. Use when writing or reviewing React code, or choosing React architecture.Votes: 0GitHub stars: 2
- React Hook Form ProBuild performant React forms with React Hook Form: validation, controlled inputs, dynamic fields, and error UX. Use when forms need speed and clean validation.Votes: 0GitHub stars: 2
- React Native ProProfessional React Native: cross-platform architecture, navigation, native modules, and performance. Use when writing, reviewing, or structuring React Native apps.Votes: 0GitHub stars: 2
- React PatternBuild agents that interleave reasoning and acting — the ReAct loop of thought, action, and observation.Votes: 0GitHub stars: 2
- React ProWrite professional React: hooks discipline, composition, performance, error boundaries, and modern patterns. Use for any React development beyond basics.Votes: 0GitHub stars: 2
- React Query ProManage server state with TanStack Query: queries, mutations, caching, invalidation, optimistic updates, and pagination. Use when fetching/mutating remote data in React.Votes: 0GitHub stars: 2
- Readwise ProMaster Readwise: highlight capture, spaced-repetition review, and exporting knowledge into your notes. Use when you read a lot digitally and want highlights to become lasting knowledge.Votes: 0GitHub stars: 2
- Rebuttal WritingWriting effective rebuttals to peer review — point-by-point responses, tone, new analyses, and knowing when to concede.Votes: 0GitHub stars: 2
- Recoil ProManage React state with Recoil: atoms, selectors, async selectors, and atom families/effects. Use when maintaining Recoil codebases or needing its data-flow graph.Votes: 0GitHub stars: 2
- Red TeamerPlan and execute authorized red-team operations that emulate real adversaries to test detection and response, with strict scoping and safety controls.Votes: 0GitHub stars: 2
- Red Teaming LlmsRed-team LLM systems methodically — scoping, adversarial test design, vulnerability classification, and remediation tracking. Use when you need to find weaknesses before attackers do. Defensive security practice only.Votes: 0GitHub stars: 2
- Redis Pro DevRedis guidance — data structures, caching patterns, pub/sub, streams, transactions, and production operations.Votes: 0GitHub stars: 2
- Redis ProRedis data structures, caching strategies, and production operations — use when adding caching, queues, or rate limiting with Redis.Votes: 0GitHub stars: 2
- Redux ProManage complex state with Redux Toolkit: slices, thunks, RTK Query, selectors, and DevTools. Use for large apps needing strict state conventions.Votes: 0GitHub stars: 2
- Refactoring ProSystematic refactoring: safe transformations, strangler patterns, characterization tests, and large-scale change management. Use when improving code structure without changing behavior.Votes: 0GitHub stars: 2
- Regex ProWrite, test, and debug regular expressions with pattern recipes, engine quirks, and performance safety.Votes: 0GitHub stars: 2
- Regulatory Threat ModelThreat-model regulatory and compliance risk — mapping legal obligations to security controls and residual exposure.Votes: 0GitHub stars: 2
- Reinforcement LearningUnderstand and apply reinforcement learning — MDPs, value and policy methods, exploration, reward design, and RLHF basics. Use when decisions are sequential and feedback comes as rewards.Votes: 0GitHub stars: 2
- Release HealthMonitoring release health — crash-free rates, adoption, and catching bad deploys early — platform-agnostic patterns.Votes: 0GitHub stars: 2
- Release ProRun reliable releases: versioning, branching, checklists, staged rollouts, and rollback plans. Use when cutting releases or designing a release process.Votes: 0GitHub stars: 2
- Reliability Validity TestingEvaluating measurement quality — test-retest, inter-rater agreement, and construct validity evidence.Votes: 0GitHub stars: 2
- Reminder SystemBuild a reliable reminder setup with Muse: capture-everything habit, due dates vs ticklers, recurring reminders, follow-up checks, and escalation when things slip.Votes: 0GitHub stars: 2
- Remix ProIdiomatic Remix: loaders/actions, progressive enhancement, nested routing, and web-standard patterns. Use when writing, reviewing, or structuring Remix applications.Votes: 0GitHub stars: 2
- Remote SensingSatellite and airborne remote sensing — multispectral indices, SAR basics, classification, and change detection.Votes: 0GitHub stars: 2
- Remote Work GuideThrive in remote roles with async communication habits, home-office setup, and visibility strategies.Votes: 0GitHub stars: 2
- Renewable Resource AssessmentAssessing wind, solar, and hydro resources — measurement, modeling, uncertainty, and bankable energy-yield estimates.Votes: 0GitHub stars: 2
- Replicate GuideShip ML models as APIs with Replicate — run open models, deploy custom models, and pay per use.Votes: 0GitHub stars: 2
- RerankingRerank retrieval candidates with cross-encoder models — two-stage pipelines, model selection, latency trade-offs, and evaluation. Use when first-stage retrieval is broad but imprecise.Votes: 0GitHub stars: 2
- Research EngineerDo applied AI research engineering — reproduce papers, run ablations, manage experiments, and turn prototypes into reliable systems. Use when bridging the gap between a research idea and working code.Votes: 0GitHub stars: 2
- Research Paper AssistantWork with academic papers — find them, read efficiently, extract claims and methods, compare across papers, and track what matters. Use when doing literature-driven research with AI assistance.Votes: 0GitHub stars: 2
- Research Paper WriterWrite academic papers with AI assistance — outlining, drafting sections, tightening arguments, managing citations, and responding to reviewers. Use when turning research into a publishable manuscript.Votes: 0GitHub stars: 2
- Rest Api ProREST API design guidance — resource modeling, versioning, pagination, auth, error formats, and documentation.Votes: 0GitHub stars: 2
- Resting State FmriResting-state fMRI analysis — denoising, seed-based and ICA networks, and reliability-aware interpretation.Votes: 0GitHub stars: 2
- Resubmission StrategyTurning a rejected grant into a funded one — triaging reviews, the introduction to resubmission, and strategic revision.Votes: 0GitHub stars: 2
- Resume ParserExtracting structured data from resumes — fields, skills, and normalization — use when building hiring pipelines.Votes: 0GitHub stars: 2
- Resume WriterDraft, tailor, and polish resumes for specific roles using achievement-based bullets and recruiter conventions.Votes: 0GitHub stars: 2
- Retail MarketerMarket for retail — in-store experience, promotions, merchandising, omnichannel, and foot traffic growth.Votes: 0GitHub stars: 2
- Reverse EngineerReverse-engineer binaries and protocols for defensive purposes — vulnerability research, malware understanding, and interoperability.Votes: 0GitHub stars: 2
- Review ManagerManage online reviews — generation strategies, response playbooks, reputation monitoring, and turning reviews into growth.Votes: 0GitHub stars: 2
- Reviewing Code For ScienceReviewing scientific code — correctness, reproducibility, numerical soundness, and constructive feedback.Votes: 0GitHub stars: 2
- Rlhf PipelineBuild the full reinforcement-learning-from-human-feedback stack — preference data, reward model, and policy optimization.Votes: 0GitHub stars: 2
- Rollup ProBundle libraries and apps with Rollup: plugins, tree-shaking, multi-format output, code splitting, and watch mode. Use when building distributable JS libraries.Votes: 0GitHub stars: 2