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
2,3532,400 · page 50 / 98
tracing-upstream-lineageTrace upstream data lineage. Use when the user asks where data comes from, what feeds a table, upstream dependencies, data…majiayu000trendhunterMonitors the web for topics you care about and surfaces signals before they peak. Tracks Twitter, Reddit, Hacker News, Product…majiayu000trial-eligibility-agentParse trial protocols and patient data to produce criterion-level MET/NOT/UNKNOWN determinations with evidence and gaps for…majiayu000bio-clinical-databases-tumor-mutational-burdenCalculate tumor mutational burden from panel or WES data with proper normalization and clinical thresholds. Use when assessing…majiayu000twinmind-data-handlingHandle TwinMind meeting data with GDPR compliance: transcript storage, memory vault management, data export, and deletion…jeremylongshorewritestwo-sigma-ml-at-scaleBuild trading systems in the style of Two Sigma, the systematic investment manager pioneering machine learning at scale.…majiayu000umap-learnUMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN)…foryourhealth111-pixelumap-learnUMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN)…majiayu000umap-learnUMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN)…majiayu000umap-learnUMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN)…LeonChaoXunderstand-dashboardLaunch the interactive web dashboard to visualize a codebase's knowledge graphmajiayu000unity-ecsUnity DOTS/ECS skill for data-oriented design, jobs system, burst compiler optimization, and high-performance gameplay systems.a5c-aiwritesunity-ecs-patternsProduction patterns for Unity's Data-Oriented Technology Stack (DOTS) including Entity Component System, Job System, and Burst…sickn33unity-ecs-patternsMaster Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building…wshobsonunity-scriptableobjectsArchitect Unity 6 data and decoupling with ScriptableObjects: config/data assets, shared runtime variables, event channels, and…gamedev-skillsunsloth-datasetsUnsloth-datasets provides tools to prepare and optimize data for fine-tuning. Key features include standardizing external…majiayu000unsloth-dpoDirect Preference Optimization (DPO) in Unsloth provides a way to align models with human preferences using paired data…majiayu000unsloth-sftSupervised fine-tuning using SFTTrainer, instruction formatting, and multi-turn dataset preparation with triggers like sft…majiayu000unsloth-visionUnsloth-vision provides optimized support for fine-tuning multimodal models like Llama 3.2 Vision and Qwen2.5 VL. It allows…majiayu000us-gov-shutdown-trackerTrack and analyze US government shutdown liquidity impacts by monitoring TGA (Treasury General Account), bank reserves, EFFR, and…majiayu000usage-analytics-collectorPrivacy-respecting SDK usage analytics collectiona5c-aiwritesusage-insightsGenerates user-facing usage statistics, activity summaries, and personalized insights dashboards (weekly recaps, year-in-review…rshankraswritesusage-monitorMonitor LTX Studio product usage metrics with statistical anomaly detection. Detects data spikes (increases or decreases) in DAU…majiayu000usageToken usage tracking, cost estimation, and usage analyticsmajiayu000user-research-synthesisSpecialized skill for synthesizing qualitative user research into actionable insights. Analyzes interview transcripts, extracts…a5c-aiwritesusing-neural-architecturesThe architecture selection router for CNNs, Transformers, RNNs, GANs, GNNs by data modality and constraintsmajiayu000valuationReference for auction item valuation logic, market data analysis, pricing strategies, and confidence scoring. Use when working on…majiayu000vector-databasesModel data as vectors with payload metadata, then run similarity search with optional filters or multi-stage retrieval. Keep…majiayu000vector-search-alternativesSQLiteプロジェクト向けのベクトル検索代替戦略スキル。 SQLite VSS、外部ベクトルDB、RAGパイプラインの実装を提供します。 Anchors: - The Pragmatic Programmer(Andrew Hunt)/ 適用…majiayu000writesvector-searchImplement semantic vector search for construction data. Build AI-powered search using embeddings and vector databases (Qdrant…majiayu000vercel-ai-sdk-v5Expert-level Vercel AI SDK v5 patterns for production chatbots. Use for: (1) Chat persistence with Drizzle/PostgreSQL, (2)…majiayu000vercel-react-best-practicesReact and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing…CloudAI-Xvideo-analytics-interpreterInterpret YouTube Analytics, TikTok Analytics, and video performance data. Identifies trends, explains metrics, and provides…majiayu000video-processingGuide for video analysis and frame-level event detection tasks using OpenCV and similar libraries. This skill should be used when…majiayu000vision-sftFine-tune vision-language models (VLMs) with supervised learning on image+text data. Use when adapting a VLM to a visual domain…wshobsonvoice-of-customer-synthesizerAggregate customer feedback from multiple sources — support tickets, NPS comments, Slack messages, G2 reviews, call transcripts…gooseworks-aivoice-of-customer-synthesizerAggregate customer feedback from multiple sources — support tickets, NPS comments, Slack messages, G2 reviews, call transcripts…majiayu000wandb-plotDownload and generate plots from Weights & Biases runs. Use when you need to: - List projects you have access to - List runs in a…majiayu000weather-impact-analysisAnalyze weather data impact on construction schedules. Predict weather delays, optimize work scheduling based on forecasts, and…majiayu000web-design-direction-systemUse for premium frontend, website, app UI, landing page, dashboard, redesign, image-to-code, or visual-polish work that needs…TheGoat395web-scrapingScrape websites, extract structured data, and automate browsers. Use when asked to scrape, extract, crawl, parse, or pull data…gooseworks-aiweb-search-perplexityPerplexity AI search and chat completions with real-time web datagooseworks-aiweb-search-researcherResearch topics using web search and content fetching to find accurate, current information. Use when you need modern…majiayu000web-search-researcherResearch topics using web search and content fetching to find accurate, current information. Use when you need modern…majiayu000weekly-claude-analytics주간 Claude Code 사용 분석 리포트 생성. 이번 주 모든 세션 로그를 분석하여 프로젝트별 시간 분포, 작업 유형, Jira 이슈 진행 현황 제공. "주간 분석", "Claude 사용 통계", "weekly…majiayu000weekly-updateOpen Design's weekly metrics standup: this week's numbers, the one anomaly, and the single decision it forces. Built as a…nexu-iowell-log-evaluationComplete well log evaluation workflow from LAS/DLIS loading through QC, petrophysical analysis, lithology classification, and…majiayu000when-tracking-financial-runway-use-dashboard/============================================================================/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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