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
1,7291,776 · page 37 / 98
harmonicaGravity and magnetic data processing and forward modelling using Fatiando a Terra. Use when Claude needs to: (1) Compute gravity…majiayu000model-trainerThis skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on…majiayu000hierarchical-agent-memoryScoped CLAUDE.md memory system that reduces context token spend. Creates directory-level context files, tracks savings via…majiayu000histolabLightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, stain…majiayu000histolabLightweight WSI tile extraction and preprocessing. Use for basic slide processing, tissue detection, tile extraction, and stain…majiayu000histone-aggregationBuild comprehensive histone mark maps by aggregating narrowPeak data across multiple ENCODE experiments, donors, and labs. Use…majiayu000holomorphic-dynamicsEducational pack for holomorphic dynamics, complex iteration, fractal geometry, and data-driven dynamics (DMD/Koopman). Use this…majiayu000how-it-worksExplain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how…thedotmackhr-analyticsImplement HR analytics and people analytics including predictive modeling, workforce metrics, turnover prediction, hiring…majiayu000hr-network-analystProfessional network graph analyst identifying Gladwellian superconnectors, mavens, and influence brokers using betweenness…majiayu000writeshtml-ppt-knowledge-arch-blueprintOpen Design's incident retro: the daemon-restart data bug, the root cause, the fix, and the systemic follow-ups. Built as a…nexu-iohtml-ppt-testing-safety-alertA hospital data-governance briefing: patient-data risk, the control framework, accountability, and the approval the board must…nexu-iohtml-ppt-weekly-reportOpen Design's weekly growth review: stars, installs, activation — the number, the driver, and the recommended move. Built as a…nexu-iohugging-face-model-trainerThis skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on…majiayu000hugging-face-model-trainerThis skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on…majiayu000hugging-face-trackioTrack and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API) or…majiayu000hybrid-cloud-networkingConfigure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated…wshobsonhyperlocal-weather-precipHyperlocal weather data - precipitation, temperature, wind, soil moisture and moregooseworks-aihypogenicAutomated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore…BioTender-maxhypogenicAutomated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses…FreedomIntelligencehypogenicAutomated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore…majiayu000hypogenicAutomated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore…LeonChaoXIcelandic Privacy ReviewUse this skill when asked to review data protection or privacy compliance under Icelandic law and GDPR. Triggers on requests…lawve-aiimage-to-dataExtract data from construction images using AI Vision. Analyze site photos, scanned documents, drawings.majiayu000imagineerFan out MANY candidate interactive concepts from the data + narrative — the ideation pool the Editor curates a hero + supporting…QinghongLinwritesimprove-businessGuided journey from a stalled, plateaued business to one with an honest diagnosis, a working operating rhythm, and offers…wondelaiinbound-lead-enrichmentFills in missing data for inbound leads — researches the company, identifies the person's role and seniority, finds other…gooseworks-aiinbound-lead-qualificationQualifies inbound leads against full ICP criteria — company size, industry, use case fit, role/seniority of the person. Checks…gooseworks-aiindia-market-breadthAnalyze Indian market breadth health using advance/decline data, stocks above moving averages, new highs/lows, and sector…majiayu000industry-scannerDaily industry intelligence scanner. Scans web, social media, news, blogs, and communities for industry-relevant events, trends…majiayu000inferential-statisticsDrawing conclusions about populations from sample data. Covers sampling distributions, confidence intervals, hypothesis testing…majiayu000infographic-syntax-creatorGenerate AntV Infographic syntax outputs. Use when asked to turn user content into the Infographic DSL (template selection, data…ThinkInAIXYZingesting-clinical-documentsTurn scanned faxes, images, and CSV/CDA exports into clean text ready for OpenMed de-identification and NER, fully on-device. Use…maziyarpanahiinsight-driven-event-trackingTransform raw data into actionable insights by shifting from tracking "what happened" to "why it happened." Use this skill when…majiayu000insightsBusiness intelligence expert - creates actionable insights, visualizations, and executive reports from GabeDA model outputs.…majiayu000dr-insightsGenerate executive-ready insights with trend analysis and visualizations. Creates professional PowerPoint presentations and Excel…majiayu000writesinsightsShow session analytics, learning patterns, correction trends, heatmaps, and productivity metrics. Computes stats from project…majiayu000institutional-flow-trackerUse this skill to track institutional investor ownership changes and portfolio flows using 13F filings data. Analyzes hedge…majiayu000instructorStructured outputs with Instructor. Extract typed data from LLMs using Pydantic models and validation. Use for data extraction…majiayu000instructorStructured outputs with Instructor. Extract typed data from LLMs using Pydantic models and validation. Use for data extraction…majiayu000insurance-weekly-report华安保险车险周报自动生成器(麦肯锡风格)。将周度车险数据(支持Excel/CSV/JSON/DuckDB)转化为12-13页董事会级经营分析报告。采用问题导向标题、16:9宽屏、四象限/气泡图可视化、深红#a02724配色。报告结构:经营概览、保费进度、变动成…majiayu000integrative-analysisPlan and execute integrative analysis combining multiple ENCODE experiments for cross-dataset or multi-omic workflows. Use when…majiayu000bio-imaging-mass-cytometry-interactive-annotationInteractive cell type annotation for IMC data. Covers napari-based annotation, marker-guided labeling, training data generation…majiayu000interactor-agentsCreate LLM-powered AI assistants with tools and data sources through Interactor. Use when building conversational AI, chatbots…majiayu000Codebase Interrogator (Business Analyst)Scans the codebase to extract intended features, business logic, and data models.majiayu000interview-analystPragmatic qualitative analysis for interview data in sociology research. Guides you through systematic coding, interpretation…majiayu000interview-analystPragmatic qualitative analysis for interview data in sociology research. Guides you through systematic coding, interpretation…majiayu000investment-validatorValidates investment data accuracy by cross-referencing authorized APIs and financial sourcesmajiayu000
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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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