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home/skills/data science & analytics

home/skills/data science & analytics

Data Science & Analytics Skills

2193 data science & analytics agent skills for Claude Code and AI agents, ranked by real installs from npm, PyPI and skills.sh. azure-kusto leads with 484k installs a month.

#Type

1azure-kustoQuery and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis.SkillsJul 2026484k1.3k
2analyticsWhen the user wants to set up, improve, or audit analytics tracking and measurement.SkillsJul 202641k42k
3firecrawl-dashboard-reportingPull metrics from analytics dashboards and internal web tools with Firecrawl browser.SkillsJun 202630k100
4data-storytellingTransform data into compelling narratives using visualization, context, and persuasive structure.SkillsJul 202613k38k
5data-visualizationCreate effective data visualizations with Python (matplotlib, seaborn, plotly).SkillsJul 202610k23k
6extension-oqlMake a canister's data queryable by the Caffeine Data Intelligence agent.SkillsJul 20268.8k0
7emblem-market-researchCrypto market intelligence via EmblemAI. Trending tokens, on-chain analytics, derivatives data, and smart money tracking from CoinGecko, CoinGlass, Birdeye,…SkillsMay 20268.8k12
8gmgn-marketGet crypto and meme token price charts (K-line, candlestick, OHLCV), trending meme coin rankings by volume, newly launched tokens on launchpads (pump.fun,…SkillsJul 20268.3k407
9gmgn-tokenResearch any crypto or meme token by address — real-time price, market cap, liquidity, holder list, trader list, top Smart Money and KOL positions, security…SkillsJul 20268.2k407
10extension-querying-oqlQuick reference for the Caffeine Data Intelligence agent to query an OQL-exposing canister (schema() + execute()) through the `icp` CLI against the project's…SkillsJul 20266.1k0
11data-analysisAnalyze spreadsheet data, generate insights, create visualizations, and build reports from Excel/CSV data.SkillsJan 20266.0k339
12okx-sentiment-trackerUse this skill when the user asks about: 'any crypto news', 'latest news', 'market update', 'daily briefing', 'BTC news', 'ETH news', 'news on SOL', 'search…SkillsJul 20265.9k159
13knowledge-synthesisCombines search results from multiple sources into coherent, deduplicated answers with source attribution.SkillsJul 20265.3k23k
14tech-debtIdentify, categorize, and prioritize technical debt. Trigger with "tech debt", "technical debt audit", "what should we refactor", "code health", or when the…SkillsJul 20265.1k23k
15chdb-datastoreUse when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas.SkillsJul 20264.7k498
16explore-dataProfile and explore a dataset to understand its shape, quality, and patterns.SkillsJul 20264.6k23k
17analyzeAnswer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing…SkillsJul 20264.5k23k
18search-strategyQuery decomposition and multi-source search orchestration. Breaks natural language questions into targeted searches per source, translates queries into…SkillsJul 20264.4k23k
19pandas-proPerforms pandas DataFrame operations for data analysis, manipulation, and transformation.SkillsMay 20264.3k11k
20create-vizCreate publication-quality visualizations with Python. Use when turning query results or a DataFrame into a chart, selecting the right chart type for a trend…SkillsJul 20264.2k23k
21startSet up your bio-research environment and explore available tools.SkillsJul 20264.0k23k
22geminiUse when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing.SkillsMar 20263.8k2.2k
23jupyter-notebookUse when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and…SkillsJul 20263.6k24k
24data-analyticsCreate data pipeline and analytics architecture diagrams using PlantUML syntax with database/analytics stencil icons.SkillsMay 20262.9k3.1k
25data-analysisUse this skill when the user uploads Excel (.xlsx/.xls) or CSV files and wants to perform data analysis, generate statistics, create summaries, pivot tables,…SkillsJul 20262.9k78k
26exploring-data-catalogFull inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg catalogs.SkillsJul 20262.8k2.1k
27querying-data-lakeExecute and manage Athena SQL queries across default and federated catalogs (Glue, S3 Tables, Redshift).SkillsJul 20262.8k2.1k
28spark-engineerUse when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data processing…SkillsMay 20262.8k11k
29vegaCreate data-driven charts with Vega-Lite (declarative) and Vega (programmatic).SkillsMay 20262.8k3.1k
30ingesting-into-data-lakeImport data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS, Aurora), Amazon Redshift,…SkillsJul 20262.7k2.1k
31elasticsearch-esqlExecute ES|QL (Elasticsearch Query Language) queries, use when the user wants to query Elasticsearch data, analyze logs, aggregate metrics, explore data, or…SkillsJul 20262.7k542
32launchdarkly-metric-chooseChoose the right metrics for a LaunchDarkly experiment, guarded rollout, or release policy.SkillsJul 20262.7k20
33launchdarkly-metric-createCreate a LaunchDarkly metric that measures what matters for an experiment or rollout.SkillsJul 20262.7k20
34aiconfig-variationsDEPRECATED redirect — this skill was renamed to configs-variations. Do not use this skill; invoke configs-variations instead.SkillsJul 20262.6k20
35app-analyticsWhen the user wants to set up, interpret, or improve their app analytics and tracking.SkillsJul 20262.4k1.7k
36data-context-extractorGenerate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts.SkillsJul 20262.4k23k
37logs-searchSearch and filter Observability logs using ES|QL. Use when investigating log spikes, errors, or anomalies; getting volume and trends; or drilling into services…SkillsJul 20262.3k542
38accelerated-computing-cudfOfficial NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and…SkillsJul 20262.3k2.7k
39sentiment-analysisAnalyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights.SkillsJul 20262.0k25k
40mle-workflowProduction machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback.SkillsJul 20262.0k234k
41data360-querySalesforce Data Cloud Retrieve phase. Use this skill when the user runs Data Cloud SQL, async queries, vector search, search-index workflows, or metadata…SkillsJul 20262.0k765
42arize-experimentCreates, runs, and analyzes Arize experiments for evaluating and comparing model performance.SkillsJul 20262.0k40
43data360-code-extension-generateDevelop and deploy Data Cloud Code Extensions using SF CLI plugin.SkillsJul 20262.0k765
44arize-datasetCreates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation using the…SkillsJul 20262.0k40
45data360-prepareSalesforce Data Cloud Prepare phase. Use this skill when the user creates or manages Data Cloud data streams, DLOs, transforms, or Document AI configurations.SkillsJul 20262.0k765
46data360-activateSalesforce Data Cloud Act phase. Use this skill when the user manages activations, activation targets, data actions, or downstream delivery of Data Cloud…SkillsJul 20262.0k765
47data360-orchestrateSalesforce Data Cloud product orchestrator for connect→prepare→harmonize→segment→act workflows.SkillsJul 20262.0k765
48data360-harmonizeSalesforce Data Cloud Harmonize phase. Use this skill when the user works with DMOs, mappings, relationships, identity resolution, unified profiles, data…SkillsJul 20262.0k765
49data360-segmentSalesforce Data Cloud Segment phase. Use this skill when the user creates or publishes segments, manages calculated insights, or troubleshoots audience SQL in…SkillsJul 20262.0k765
50arize-evaluatorHandles LLM-as-judge and code evaluator workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks,…SkillsJul 20261.9k40
51data-designerUse when the user wants to create a dataset, generate synthetic data, or build a data generation pipeline.SkillsJul 20261.9k2.7k
52football-dataFootball (soccer) data across the world's major leagues — standings, schedules, match stats, xG, transfers, player profiles, head-to-head history, team…SkillsJul 20261.9k199
53cohort-analysisPerform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights.SkillsJul 20261.9k25k
54user-segmentationSegment users from feedback data based on behavior, JTBD, and needs. Identifies at least 3 distinct user segments.SkillsJul 20261.8k25k
55bigquery-ai-mlLeverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics.SkillsJul 20261.8k15k
56scientific-problem-selectionThis skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific…SkillsJul 20261.8k23k
57business-health-diagnosticDiagnose SaaS business health across growth, retention, efficiency, and capital. Use when preparing a business review or prioritizing urgent fixes.SkillsJul 20261.7k6.0k
58chunking-strategyProvides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages (10-20%), and semantic boundary…SkillsJun 20261.7k311
59dicom-series-to-volumeUsed for converting one CT DICOM series folder to a HU NIfTI volume with affine evidence. Not for multi-frame DICOM or clinical use.SkillsJul 20261.6k2.7k
60asc-metricsWhen the user wants to analyze their own app's actual performance data from App Store Connect — real downloads, revenue, IAP, subscriptions, trials, or country…SkillsJul 20261.5k1.7k
61google-analytics-data-api-basicsManages Google Analytics reporting data, enables the Analytics Data API via the Cloud CLI, and creates reports using the Google Analytics Data API (v1beta).SkillsJul 20261.5k15k
62crypto-ta-analyzerRun multi-indicator technical analysis on crypto or market OHLCV data. Use for deterministic trend, momentum, volume, and divergence analysis.SkillsApr 20261.5k80
63huggingface-datasetsUse this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet…SkillsJul 20261.5k11k
64data-analysisGenerate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values,…SkillsFeb 20261.5k243
65bigquery-bigframesGenerates Python code using BigQuery DataFrames (BigFrames), the pandas/scikit-learn-style API over BigQuery.SkillsJul 20261.4k15k
66datalineage-bigquery-asset-impact-analysisAnalyzes the downstream impact (blast radius) when a BigQuery table or view is broken, stale, or modified.SkillsJul 20261.3k15k
67kibana-anomaly-detectionElastic ML anomaly detection skill — investigation/RCA, score explanation,SkillsJul 20261.2k542
68analyzing-dataQueries the data warehouse with SQL and answers business questions about data.SkillsJul 20261.2k412
69csv-data-visualizerThis skill should be used when working with CSV files to create interactive data visualizations, generate statistical plots, analyze data distributions, create…SkillsNov 20251.2k426
70symbolic-equationDiscover scientific equations from data using LLM-guided evolutionary search (LLM-SR).SkillsFeb 20261.2k243
71phoenix-tracingOpenInference semantic conventions and instrumentation for Phoenix AI observability.SkillsJul 20261.1k11k
72data-analystThis skill should be used when analyzing CSV datasets, handling missing values through intelligent imputation, and creating interactive dashboards to visualize…SkillsNov 20251.1k426
73lean-analyticsChoose and audit startup metrics using Croll and Yoskovitz''s "Lean Analytics".SkillsJul 20261.1k1.8k
74content-pattern-analyzer-smsWhen the user wants to find patterns in what content works and what doesn't.SkillsMay 20261.1k367
75agent-data-ml-modelAgent skill for data-ml-model - invoke with $agent-data-ml-modelSkillsJul 20261.0k66k
76performance-analyzer-smsWhen the user wants to analyze how their social media posts are performing.SkillsMay 20261.0k367
77agent-pagerank-analyzerAgent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzerSkillsJul 202699266k
78dt-obs-predictive-analyticsPredictive analytics for Dynatrace — time series forecasting with the timeseries-forecast tool, capacity saturation planning, trend and anomaly detection…SkillsJul 2026990117
79exploratory-data-analysisPerform bounded, local exploratory analysis of explicitly supported scientific files.SkillsJul 202697932k
80cuopt-multi-objective-explorationTrace and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum and ε-constraint).SkillsJul 20269742.7k
81tracing-upstream-lineageTrace upstream data lineage. Use when the user asks where data comes from, what feeds a table, upstream dependencies, data sources, or needs to understand data…SkillsJul 2026895412
82hypogenicPlans and audits use of ChicagoHAI HypoGeniC/HypoRefine for LLM-assisted hypothesis generation from labeled text datasets.SkillsJul 202687632k
83profiling-tablesDeep-dive data profiling for a specific table. Use when the user asks to profile a table, wants statistics about a dataset, asks about data quality, or needs…SkillsJul 2026876412
84tracing-downstream-lineageTrace downstream data lineage and impact analysis. Use when the user asks what depends on this data, what breaks if something changes, downstream dependencies,…SkillsJul 2026875412
85biopythonComprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access…SkillsJul 202687432k
86cn-stats中国国家统计局公开数据查询技能，当用户想查询经济、CPI、GDP、人口、房价指数等数据时触发。SkillsJul 2026873146
87geopandasGuidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O.SkillsJul 202686832k
88bioservicesUnified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with…SkillsJul 202685832k
89anndataData structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem.SkillsJul 202685632k
90geomasterComprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains.SkillsJul 202685632k
91checking-freshnessQuick data freshness check. Use when the user asks if data is up to date, when a table was last updated, if data is stale, or needs to verify data currency…SkillsJul 2026856412
92ggetFast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST/BLAT, viral sequence downloads, AlphaFold structures,…SkillsJul 202685332k
93deeptoolsNGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq…SkillsJul 202684732k
94datamolPythonic wrapper around RDKit with simplified interface and sensible defaults.SkillsJul 202684232k
95imaging-data-commonsQuery and download public cancer imaging data from NCI Imaging Data Commons using idc-index.SkillsJul 202684232k
96fluidsimPlan, configure, inspect, restart, and analyze bounded FluidSim computational-fluid-dynamics simulations with explicit numerical-validity and HPC safety…SkillsJul 202684132k
97cellxgene-censusQuery the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data.SkillsJul 202683932k
98arboretoInfer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3).SkillsJul 202683832k
99depmapQuery the Cancer Dependency Map (DepMap) for cancer cell line gene dependency scores (CRISPR Chronos), drug sensitivity data, and gene effect profiles.SkillsJul 202683632k
100genimlUse Geniml for audited local genomic-interval workflows: validate BED and universe contracts, plan Region2Vec or scEmbed runs, inspect model/tokenizer…SkillsJul 202683332k

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DevOps & CI/CD5519 Productivity & Workflow5248 Other4998 Product & Project Management4964 Documentation & Knowledge4545 Code Review & Refactor4435 Backend & APIs4325 Agent Meta & Communication3318 Research3084 Security2954 All Skills →