Data & Analytics
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
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hybridaione Bundle Warehouse SQLReview and run read-only natural-language SQL against a customer data warehouse with cached schema introspection and explicit write grants.
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anantha-236 Skill Django Security 3Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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omer-metin Bundle AI Content AnalyticsAi Content Analytics
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aretedriver Bundle SQLSQL Query Optimization
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mmcmedia Skill Mediavine DataMediavine CSV Download Skill
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mmcmedia Skill Analytics InsightsAnalytics & Insights Expert
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sawrus Skill SQL OptimizationSkill: SQL Optimization
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steadfastasart Bundle LasioRead, write, and manipulate LAS (Log ASCII Standard) well log files for borehole geophysical and petrophysical data. Use when Claude needs to: (1) Read/parse LAS 1.2 or 2.0 files, (2) Extract well headers or curve data, (3) Convert LAS to DataFrame/CSV/Excel, (4) Create new LAS files from arrays, (5) Modify existing LAS files, (6) Handle problematic or malformed LAS files, (7) Batch process multiple well files.
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steadfastasart Bundle WellySubsurface well data analysis toolkit for loading, processing, and analyzing well logs, projects, and formation tops. Built on lasio with enhanced curve processing. Use when Claude needs to: (1) Load wells from LAS files with metadata, (2) Work with multi-well Projects, (3) Process curves (despike, smooth, resample, normalize), (4) Manage formation tops, (5) Export well data to DataFrame/LAS/CSV, (6) Perform cross-well analysis and QC.
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steadfastasart Bundle DlisioRead and parse DLIS (Digital Log Interchange Standard) and LIS (Log Information Standard) well log files. Use when Claude needs to: (1) Read/parse DLIS or LIS files, (2) Extract well log curves as numpy arrays, (3) Access file metadata and origin information, (4) Handle multi-frame or multi-file DLIS, (5) Convert DLIS to LAS or DataFrame, (6) Work with RP66 format well logs, (7) Process array or image log data.
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steadfastasart Bundle StriplogCreate, visualize, and analyze lithological and stratigraphic logs for well data. Use when Claude needs to: (1) Create lithology columns from depth intervals, (2) Parse geological descriptions into structured logs, (3) Visualize stratigraphic columns with patterns and colors, (4) Perform well-to-well correlations, (5) Extract statistics like net-to-gross ratios, (6) Define rock type lexicons and legends, (7) Export lithology data to CSV/LAS/JSON.
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metinduraktr-44 Skill Ga4 AnalysisAnalyzes GA4 data — funnels, attribution, audiences, anomalies. Use when the user mentions GA4, Google Analytics, conversion paths, attribution, or funnel drop-off.
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abdullah1854-claudesuperskills Bundle Analytics Integrationanalytics-integration
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razbakov Skill Analytics CheckCheck PostHog analytics — DAU report across all projects or a single project. Use when the user asks about DAU, traffic, pageviews, analytics, or says 'DAU report'. Covers both portfolio-wide summaries and per-project deep dives.
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razbakov Skill Google Contacts Label SyncSync a list of people into Google Contacts tagged with a specific label. Creates the label if missing, dedupes by email (adds the label to existing contacts instead of creating duplicates), and creates new contacts with the label attached in a single API call. Uses the Google People API directly via the gog CLI's stored OAuth refresh token. Use this whenever the user wants to add, tag, label, group, or organize contacts in Google Contacts — including phrases like "add these people to my contacts", "tag them as X", "sync this signup list", "put them in a Google Contacts group", "label all of these". Also the right skill when the user has a list (spreadsheet, CRM export, signup data) and wants it represented in Google Contacts with a recognizable label for later bulk actions.
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jdutton Skill Loss Run ParserParse a workers'-comp loss run into normalized rows. Use when a user has a carrier loss-run PDF or spreadsheet and needs claims, paid, reserves, and incurred extracted per claim.
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ndhananj Skill Clickhouse Io 2ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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tibsfox Skill SQL PatternsProvides SQL best practices for query optimization, schema design, migrations, transactions, and indexing. Use when writing database queries, designing schemas, creating migrations, or when user mentions 'SQL', 'database', 'query', 'schema', 'migration', 'index', 'transaction'.
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fdu-ins Bundle Healthsim 3HealthSim generates realistic synthetic healthcare data for testing EMR systems, claims processing, pharmacy benefits, and analytics. Use for ANY request involving: (1) synthetic patients, clinical data, or medical records, (2) healthcare claims, billing, or adjudication, (3) pharmacy prescriptions, formularies, or drug utilization, (4) HL7v2, FHIR, X12, or NCPDP formatted output, (5) healthcare testing scenarios or sample data generation.
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fdu-ins Bundle Auto Insurance Contract Cancel既存の自動車保険契約を解約し、contracts.csv を更新する。
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fdu-ins Bundle Auto Insurance Contract Create新規の自動車保険契約を contracts.csv に登録する。
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fdu-ins Bundle Life Insurance Contract Create受取人情報を含む新規の生命保険契約を contracts.csv に登録する。
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techwavedev Skill Odoo Inventory OptimizerExpert guide for Odoo Inventory: stock valuation (FIFO/AVCO), reordering rules, putaway strategies, routes, and multi-warehouse configuration.
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s3yed Bundle Viral Shorts Course 2Decision framework for creating YouTube Shorts, Reels, and TikTok videos that go viral consistently, distilled from creators with verified analytics track records.
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fabioc-aloha Bundle Datasource ConnectorsIngestion patterns for CSV, JSON, REST API, SQL, Excel, and Parquet -- guides an LLM through loading data from any common source
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aipoch Bundle Benchling IntegrationIntegrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK.
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aipoch Bundle Data TransformTransform, clean, reshape, and preprocess data using pandas and numpy. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).
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aipoch Bundle Citation NetworkBuild and visualize a citation network from a source/target CSV to identify key papers, communities, and emerging hotspots; use when you have citation pairs and need fast literature review or trend analysis.
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aipoch Bundle Clinical Decision SupportGenerate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). ...
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coupler-io Skill Ecom AnalyticsUse this skill when the user wants to analyze e-commerce performance, review funnel conversion, investigate AOV or repeat-purchase trends, build an ecom report, check sales velocity, understand customer cohorts and retention, or answer questions about their store's sales data. Triggers include 'how is my store performing', 'what's my conversion rate', 'cart abandonment', 'AOV trend', 'repeat purchase rate', 'why did revenue drop', 'cohort retention', 'top products', 'new vs returning customer revenue', 'lifetime value', 'pull my Shopify numbers', 'ecom report'.
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coupler-io Skill Finance AnalyticsUse this skill when the user wants to analyze financial performance, review P&L health, monitor MRR/ARR, investigate margin or cost trends, build a finance report, check cash flow or runway, or answer questions about their accounting/billing data. Triggers include 'how is revenue trending', 'gross margin', 'MRR breakdown', 'churn impact on ARR', 'why did costs go up', 'operating expenses', 'cash runway', 'P&L review', 'EBITDA', 'cost per acquisition trend', 'pull my QuickBooks numbers', 'finance report'.
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duclm1x1 Skill Pandas Construction AnalysisComprehensive Pandas toolkit for construction data analysis. Filter, group, aggregate BIM elements, calculate quantities, merge datasets, and generate reports from structured construction data.
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maslennikov-anton Bundle Database EngineerПроектировать data layer: схемы БД, миграции, integrity constraints, транзакции, индексы, SQL-производительность и эволюцию данных.
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openlinksoftware Bundle Mtls CurlExecute mTLS (Mutual TLS) sessions using a PKCS#12 certificate bundle — either HTTP/HTTPS requests via curl (Mode A) or Virtuoso SQL sessions via iSQL with WebID authentication (Mode B). Interactively elicits the PKCS#12 file path, access password, CA bundle, and WebID URI when not already supplied. Use whenever the user wants to make an authenticated HTTP/HTTPS request using a client certificate, open a Virtuoso iSQL session with mTLS + WebID, test an mTLS-protected endpoint, or mentions PKCS#12, .p12, .pfx, mTLS, mutual TLS, iSQL, WebID, or -X/-T/-W flags.
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openlinksoftware Bundle Data TwinglerExecute SQL, SPARQL, SPASQL, SPARQL-FED, and GraphQL queries against live data spaces and knowledge graphs via OpenLink's OpenAPI-compliant web services. Use this skill whenever the user wants to query a database, RDF store, or SPARQL endpoint; explore a knowledge graph or data space; asks "How to ...", "Define the term ...", or poses a question against a known article or graph context; or mentions linkeddata.uriburner.com, Virtuoso, OPAL, or OpenLink services. Full query templates are in references/query-templates.md — load that file before constructing any predefined query.
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openlinksoftware Bundle CSV To Rdf Det GeneratorCreate or update a custom DAV DET that accepts CSV uploads, transforms them to RDF, and then writes to the Quad Store. Use when the task is to scaffold, modify, or document a CSV-backed ingestion DET with DAV hook functions, CSV-to-RDF mapping logic, graph assignment rules, verification SQL, SPARQL checks, and packaging notes.
Frequently asked questions
What are Data & Analytics agent skills?
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
Which Data & Analytics skills are most installed?
Popular Data & Analytics skills on SkillMD right now include warehouse-sql, django-security, ai-content-analytics. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Data & Analytics skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.