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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jleo-submissionUse when running the final pre-submission preflight for a Journal of Law, Economics, and Organization (JLEO) manuscript via the…brycewang-stanfordjmcb-submissionUse when running the final pre-submission preflight for a Journal of Money, Credit and Banking (JMCB) manuscript via Editorial…brycewang-stanfordjmgmt-submissionUse when running the final pre-submission preflight for the Journal of Management (JOM) via SAGE/ScholarOne — the 50-page limit…brycewang-stanfordjru-submissionUse when running the final pre-submission preflight for the Journal of Risk and Uncertainty (JRU) via Springer's portal — file…brycewang-stanfordjue-submissionUse when running the final pre-submission preflight for a Journal of Urban Economics (JUE) manuscript via Elsevier Editorial…brycewang-stanfordklaviyo-core-workflow-aExecute Klaviyo primary workflow: profiles, lists, and subscriptions. Use when creating/updating profiles, managing lists…jeremylongshorewritesklaviyo-core-workflow-bExecute the Klaviyo secondary workflow: event tracking, segments, and campaigns. Use when you need to track customer events…jeremylongshorewriteslancet-submissionUse as the final preflight before submitting to The Lancet — a complete checklist across importance, registration, reporting…brycewang-stanfordlindy-observabilityMonitor Lindy AI agent health, task success rates, and credit consumption. Use when setting up monitoring, building dashboards…jeremylongshorewriteslinear-performance-tuningOptimize Linear API queries, caching, and batching for performance. Use when improving response times, reducing API calls, or…jeremylongshorewriteslinkedin-thread-monitorTrack which of your LinkedIn comments earned author replies. Flags the 6-24h warm-reply window where thread momentum peaks…sergebulaevbio-data-visualization-lollipop-protein-mapsPlot per-gene mutation distributions on a protein-domain map (lollipop / needle plots) showing mutation position, recurrence…BioTender-maxbio-data-visualization-manhattan-qq-locuszoomBuild Manhattan, Miami, QQ, and locuszoom-style regional plots from GWAS, TWAS, PWAS, and QTL summary statistics with correct…BioTender-maxmatlab-call-pythonCall Python libraries from MATLAB using the py. interface, pyrun, pyrunfile, or pyenv. Use when writing or executing MATLAB code…matlabmatlab-connect-bleDiscover and connect to Bluetooth Low Energy (BLE) peripheral devices from MATLAB. Use this skill when the user wants to scan for…matlabmatlab-find-pi-assetsFind and query PI assets using MATLAB's Industrial Communication Toolbox. Two paths: (1) direct PI tag lookup via piclient + tags…matlabmatlab-fit-simbiology-modelFit SimBiology model parameters to data — fitproblem, population NLME, virtual patients, and NCA. Use when asked to fit…matlabbio-workflows-metabolomics-pipelineEnd-to-end metabolomics workflow from raw MS data to pathway analysis. Orchestrates XCMS preprocessing, annotation…BioTender-maxbio-workflows-methylation-pipelineEnd-to-end bisulfite sequencing workflow from FASTQ to differentially methylated regions. Covers Bismark alignment, methylation…BioTender-maxmetrickitUse when collecting or analyzing production iOS or iPadOS performance telemetry with MetricKit, including iOS 27 MetricManager…dpearson2699bio-workflows-microbiome-pipelineEnd-to-end 16S amplicon workflow from FASTQ reads to differential abundance. Orchestrates DADA2 ASV inference, taxonomy…BioTender-maxmolcell-submissionUse as the final preflight before submitting to Molecular Cell — a complete checklist across mechanism, single-mechanism arc…brycewang-stanfordmsom-submissionUse when running the final pre-submission preflight for a Manufacturing & Service Operations Management (M&SOM) manuscript — the…brycewang-stanfordbio-workflows-multi-omics-pipelineEnd-to-end multi-omics integration workflow. Orchestrates data harmonization, MOFA/mixOmics integration, factor interpretation…BioTender-maxbio-workflows-multiome-pipelineEnd-to-end multiome workflow for joint scRNA-seq + scATAC-seq analysis. Covers data loading, separate modality processing, and…BioTender-maxbio-experimental-design-multiple-testingApplies multiple testing correction methods including FDR, Bonferroni, and q-value for genomics data. Use when filtering…BioTender-maxnative-data-fetchingUse when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error…sickn33nemo-curatorGPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster)…Orchestra-Researchngeo-submissionUse when running the final pre-submission preflight for a Nature Geoscience manuscript — word/display-item limits, format, files…brycewang-stanfordnorth-star-metricsHelp users define, validate, and operationalize a North Star Metric that bridges the gap between customer value and business…RefoundAInotion-known-pitfallsUse when debugging or reviewing Notion API code that fails with object_not_found, validation_error, rate_limited, or returns…jeremylongshoreoma-pdfConvert PDF files to Markdown using opendataloader-pdf. Extracts text, tables, headings, lists, and images with correct reading…first-flukebio-data-visualization-oncoprint-mutation-matricesBuild OncoPrint and co-mutation matrix plots from somatic-variant cohorts using ComplexHeatmap, maftools, and comut.py with…BioTender-maxpaperkitAdd drawings, shapes, and a consistent markup experience using PaperKit. Use when integrating PaperMarkupViewController for…dpearson2699pnas-submissionUse as the final preflight before submitting to PNAS — a complete checklist across significance, track, Significance Statement…brycewang-stanfordpnasnexus-submissionUse as the final preflight before submitting to PNAS Nexus — a complete checklist across fit, open access/APC/license, article…brycewang-stanfordpreview-data-generatorGenerate sample data and a multi-variant #Preview matrix for SwiftUI views — empty/loading/error/loaded states, light/dark…rshankraswritespricingWhen the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,'…Infrasity-Labscompliance-anthropicNavigate privacy regulations (GDPR, CCPA), review DPAs, and handle data subject requests. Use when reviewing data processing…lawve-aiproduct-tasteHelp users build a professional eye for quality, articulate the reasoning behind successful product paradigms, and develop the…RefoundAIproject-artifactGenerate and publish a project status artifact — an opinionated, tabbed status page for a project too big for one update…anthropicsbio-workflows-proteomics-pipelineEnd-to-end proteomics workflow from MaxQuant output to differential protein abundance. Orchestrates data import, normalization…BioTender-maxprototypeBuild a throwaway prototype to flesh out a design before committing to it. Routes between two branches — a runnable terminal app…stevesolunqdrant-monitoringGuides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is…githubqdrant-search-qualityDiagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low…githubrank-trackerUse when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or…aaron-he-zhuray-dataScalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with…OpenRaiserreact-error-loading-empty-statesDesign and implement React loading, error, empty, offline, retry, not-found, Suspense, skeleton, and route-boundary states. Use…TheGoat395
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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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