Agent skills

Data & Analytics skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
4,693 found
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pytdcTherapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular…majiayu000pytdcTherapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular…majiayu000python-panel-dataPanel data analysis with Python using linearmodels and pandas.brycewang-stanfordpytorch-distributedDistributed training strategies including DistributedDataParallel (DDP) and Fully Sharded Data Parallel (FSDP). Covers multi-node…majiayu000pytorch-fsdpExpert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading…majiayu000pytorch-lightningDeep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU…majiayu000pytorch-lightningDeep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU…majiayu000pytorch-lightningDeep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers…majiayu000writesqto-report-datadrivenconstructi-ddc-skills-for-ai-agGenerate Quantity Take-Off (QTO) reports from BIM/CAD data. Extract volumes, areas, counts by category. Group elements, apply…majiayu000quant-analystExpert in quantitative finance, algorithmic trading, and financial data analysis using Python (Pandas/NumPy), statistical…majiayu000quiverQuery alternative financial data from Quiver Quantitative (Congress trading, Lobbying, Government Contracts, Insider…majiayu000r-expertExpert-level R statistical computing, data analysis, and visualizationmajiayu000writesRAG Architecture SkillBuild retrieval-augmented generation systems that ground LLMs in your data.majiayu000Rag Architecture PatternsRAG (Retrieval-Augmented Generation) architecture patterns cover system design for building efficient, scalable, and accurate RAG…majiayu000RAG ImplementerImplement retrieval-augmented generation systems. Use when building knowledge-intensive applications, document search, Q&A…majiayu000rag-patternsVertex AI RAG Engine integration patterns for grounding agent responses in private data sources including corpus management…majiayu000RAG Pipeline BuilderBuild retrieval-augmented generation systems that ground LLM responses in your datamajiayu000rag-systemsBuild Retrieval-Augmented Generation systems to enhance LLMs with external knowledge. Use for question answering, document…majiayu000raman-fittingThis skill provides guidance for fitting peaks in Raman spectroscopy data, particularly for materials like graphene. Use this…majiayu000RAN Causal Inference SpecialistCausal inference and discovery for RAN optimization with Graphical Posterior Causal Models (GPCM), intervention effect…majiayu000rate-sheet-comparisonFirstMile Xparcel rate sheet year-over-year comparison tool. Use when user provides two rate sheet Excel files (prior year and…majiayu000ray-distributed-computing-anhvth-speedy-utils-c6d6bb10Comprehensive guide to using Ray for scalable distributed computing, including Ray Core, Data, Train, Tune, Serve, and RLlib with…majiayu000rca-causal-inferenceMathematical foundations of root cause analysis using Judea Pearl's Structural Causal Models (SCMs), do-calculus, counterfactual…majiayu000react-server-componentsReact Server Components patterns including streaming, data fetching, client/server component composition, and performance…a5c-aiwritesalpaca-broker-reconciliation-idempotencyKeep local state correct against the Alpaca Broker API — idempotency keys, ID-keyed upserts, event snapshotting and dedup…alpacahqdr-reconcileReconcile P&L vs KPI data sources. Validates consistency and identifies discrepancies with variance analysis.majiayu000writesregression-analysis-helperRegression Analysis Helper - Auto-activating skill for Data Analytics. Triggers on: regression analysis helper, regression…majiayu000writesperforming-regression-analysisThis skill empowers Claude to perform regression analysis and modeling using the regression-analysis-tool plugin. It analyzes…majiayu000writesrehearsing-data-migrationsUse when rehearsing data migrations is required during operations work, especially when the result must be traceable…casioreview20-glitchbio-tcr-bcr-analysis-repertoire-visualizationCreate publication-quality visualizations of immune repertoire data including circos plots, clone tracking, diversity plots, and…majiayu000report-generatorUse when the user asks to "create a campaign report", "build an executive summary", or "deliver client results"; produces…aaron-he-zhuresearchResearch prediction markets - base rates, resolution rules, historical datamajiayu000research-codebaseDocument and explain existing codebase without suggesting improvements. Acts as a documentarian, providing file:line references…majiayu000research-engineerResearch Engineer for initial investigation, data gathering, and feasibility studies. Use this skill when exploring new…majiayu000research-gatheringUse when assembling strategic context - collects and filters research by topic with expiry management to prevent using stale data…majiayu000research-ideationGenerate structured research questions, testable hypotheses, and empirical strategies from a topic or datasetmajiayu000writesresearch-lookupLook up current research information using the Parallel Chat API (primary) or Perplexity sonar-pro-search (academic paper…majiayu000writesresearch-lookupLook up current research information using parallel-cli search (primary, fast web search), the Parallel Chat API (deep research)…majiayu000writesresearch-lookupLook up current research information using parallel-cli search (primary, fast web search), the Parallel Chat API (deep research)…majiayu000writesresearcher-analystResearch and analyze information from web, docs, and memory. Use when user needs data collection, fact verification, literature…majiayu000researchers-financialSEC filings, earnings calls, analyst reports, market datamajiayu000writesresilience-dashboardGenerate a comprehensive resilience status report using all available MCP tools. Aggregates unified critical index, burnout Rt…majiayu000retellai-data-handlingRetell AI data handling \u2014 AI voice agent and phone call automation.\n\ Use when working with Retell AI for voice agents…jeremylongshorewritesretention-analysisAnalyze user retention and churn using survival analysis, cohort analysis, and machine learning. Calculate retention rates, build…majiayu000writesretrieveFetch known facts or data from specified sources with citations and evidence pointers. Use when you know what you need and where…majiayu000retro-analysisAnalyse sprint delivery data and produce a structured retrospective brief. Use when asked to run a retrospective, analyse sprint…majiayu000retroBrutally honest engineering retrospective. Analyzes git history for what actually happened — not what people think happened.…majiayu000trustpilot-review-intelligence当需要抓取 Trustpilot 评论、分析评分分布、提炼正负面主题、生成竞品口碑洞察或为广告与转化文案提供评论情报时使用。适用于“抓某品牌 Trustpilot 评论”“分析差评主题”“导出评论 CSV/JSON”“做口碑竞品研究”等场景,脚本位于…majiayu000
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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