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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i4h-workflow-finetuneFine-tune a GR00T or openpi PI0 policy on a LeRobot dataset. Use when asked to finetune, train, or post-train a policy on demos…NVIDIAindian-dpdp-act-consent-notice-siddhi-kudalkarDraft or review a DPDPA-compliant consent notice under India's Digital Personal Data Protection Act, 2023 and DPDPA Rules, 2025.…lawve-aiit-manager-proElite IT Management Advisor specializing in data-driven strategy, executive communication, and human-centric leadership for the…sickn33matchmsMass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound…FreedomIntelligencematlab-access-datafeedGuide for accessing financial and economic data in MATLAB using the Datafeed Toolbox. Covers Bloomberg (market data via…matlabmatlab-point-cloud-file-ioRead and write 3-D point cloud data using Lidar Toolbox file I/O. Covers PLY, PCD, LAS/LAZ, PCAP (Velodyne/Ouster/Hesai), E57…matlabmatter-intake-scoping-scott-margettsMatter scoping across the full pre-execution arc — organise client data into a structured brief, capture the agreed baseline, or…lawve-aimeasure-dashboard-requirementsSpecifies what questions a dashboard must answer and the metrics, visualizations, filters, and data sources it needs, so data…product-on-purposemeasure-instrumentation-specSpecifies what analytics events to track, when they fire, and what properties to include, as a contract between product and…product-on-purposeml-data-leakage-guardDetects and prevents data leakage in machine learning and mathematical modeling. Use after ML tasks involving data cleaning…foryourhealth111-pixeln8n-binary-and-dataHandle n8n files and binary data across uploads, downloads, transforms, multimodal inputs, agent tools, and chat surfaces.sickn33nemo-rl-brev-etiquetteBrev instance operating guidance for NeMo-RL agents working in /home/ubuntu/RL with limited workspace disk, a larger /ephemeral…NVIDIAnotion-data-handlingImplement data handling, PII protection, and GDPR/CCPA compliance for Notion integrations. Use when handling sensitive data from…jeremylongshorewritesopenjudgeBuild custom LLM evaluation pipelines using the OpenJudge framework. Covers selecting and configuring graders (LLM-based…agentscope-aipage-play-builderUse when the user asks to "build programmatic SEO pages", "generate pages at scale", "rank on a high-authority third-party site"…aaron-he-zhupaper-writing-benchReverse-engineer raw materials (Sparse idea, Dense idea, experimental log) from an existing AI research paper to build a…Ar9avpenpot-uiux-designComprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Creating new…githubplanningDiscovers user intent and generates a structured, step-by-step plan for model customization workflows. This skill must always be…awslabsprogrammerRead editor.md, editor.json, analyst.json, and designer.json. Resolve chart data from analyst data_tables. Build the final…QinghongLinwritesqdrant-scaling-data-volumeGuides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more…githubschema-markup-generatorGenerate JSON-LD structured data markup for rich results in Google Search. Supports FAQ, HowTo, Article, Product, LocalBusiness…nowork-studiosentry-multi-env-setupConfigure Sentry across development, staging, and production environments with separate DSNs, environment-specific sample rates…jeremylongshorewritessuede-churn-preventionSuede-owned retention discipline for voluntary and involuntary churn: cancel flows, pause paths, evidence-based save offers…JasonColapietrosuede-pricingSuede-owned pricing and packaging discipline. Use when deciding what to charge, structuring tiers, choosing a value metric…JasonColapietrosupabase-incident-runbookExecute Supabase incident response: dashboard health checks, connection pool status, pg_stat_activity queries, RLS debugging…jeremylongshoresupabase-known-pitfallsUse when reviewing Supabase code, onboarding developers, auditing an existing project, or debugging unexpected behavior — catches…jeremylongshoreswiftdata-architectureDeep dive into SwiftData design patterns and best practices. Covers schema design, query patterns, repository pattern, and…rshankrastao-convert-dataset-formatRun `tao-daft convert` to convert NVIDIA TAO DAFT datasets between supported formats. Do not use for non-DAFT data. Use when the…NVIDIAwritestao-list-capabilitiesAnswer what the TAO Skill Bank plugin can do by generating the response from packaged application, data, model, AutoML, and…NVIDIAwritestao-validate-dataset-formatRun `tao-daft validate` to check NVIDIA TAO DAFT datasets for structure, schema, and cross-reference errors. Do not use for…NVIDIAwritesvercel-observabilitySet up Vercel observability with runtime logs, analytics, log drains, and OpenTelemetry tracing. Use when implementing monitoring…jeremylongshorewritesvn-pdplExpert Vietnam Personal Data Protection Law (PDPL) compliance advisor for Law No. 91/2025/QH15 and implementing Decree…lawve-aiwindsurf-code-privacyConfigure code privacy and data retention policies. Activate when users mention "code privacy", "data retention", "privacy…jeremylongshorewriteswindsurf-usage-analyticsAnalyze team AI usage patterns and productivity metrics. Activate when users mention "usage analytics", "ai metrics"…jeremylongshoreacademic-plottingGenerates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system…brycewang-stanfordacademic-plottingGenerates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system…OpenRaiseragentsop-code-execution-decisionDecision rubric for when an LM agent should write-and-run code (Program-of-Thought / code interpreter) versus reason in natural…agentsopeagentsop-domain-eval-setBuild and govern a 50-200 example domain-specific held-out benchmark sampled from real traffic. Distinct from public benchmarks…agentsopeagentsop-prompt-compilationThe compile-readiness gate for prompt auto-optimization. Decide whether you have earned the right to run an optimizer (DSPy…agentsopeagentsop-selfhost-decisionProject-kickoff rubric for the self-host vs managed-cloud decision — when is running your own inference engine / LLM platform…agentsopeaggregating-performance-metricsAggregate and centralize performance metrics from applications, systems, databases, caches, and services. Use when consolidating…jeremylongshorewritesapplicationinsights-web-tsInstrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web). Use for Real User…microsoftarchitecture-diagram-creatorCreate comprehensive HTML architecture diagrams showing data flows, business objectives, features, technical architecture, and…mhattingpeteastropy-astronomyCore Python library for astronomy/astrophysics: units with dimensional analysis, celestial coordinate transforms…BioTender-maxauthoring-simulink-inputsSynthesize new waveforms from scratch for Simulink inports using createInputDataset. Use ONLY when the user asks to generate…matlabbenchling-integrationBenchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling…FreedomIntelligencebenchling-integrationBenchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling…LeonChaoXbrand-landingpageBrand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and…wshobson
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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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