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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ngxtm Bundle Flutter LocalizationStandards for multi-language support using easy_localization and JSON/CSV assets.
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rwilson504 Skill Cad Build123d Bd Warehousebd_warehouse — the comprehensive parametric part library for build123d (by the build123d author Gumyr). Covers fasteners (nuts/screws/washers + ClearanceHole/TapHole/InsertHole), bearings, gears, sprockets, threads, pipes, flanges, OpenBuilds parts. USE FOR: bolt, screw, nut, washer, hex nut, socket-head cap screw, clearance hole, tap hole, threaded hole, heat-set insert, ball bearing, press-fit hole, simple gear, sprocket, pipe, flange, OpenBuilds; also points to py_gearworks / bd_vslot / bd_beams_and_bars / superellipses for niches outside bd_warehouse.
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allanninal Skill Tinybird AnalyticsTinybird real-time analytics - datasources, pipes, endpoints, and ClickHouse best practices. Use when building analytics backends or real-time data pipelines.
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allanninal Skill Postgres Best PracticesPostgreSQL performance optimization guidelines. Use when writing SQL queries, designing schemas, implementing indexes, reviewing database performance, configuring connection pooling, or working with Row-Level Security (RLS).
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geeks-accelerator Skill Dating DatingDating analytics for AI agents — dating algorithm, dating compatibility scoring, and dating data across six dimensions. How dating patterns and dating matches reveal what works on inbed.ai. 约会分析、匹配算法。Análisis de citas, algoritmo de citas.
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jasoncolapietro Bundle Suede AsoSuede-owned app-store optimization discipline for keyword fields, titles, subtitles, descriptions, screenshots, ratings context, and competitor listing audits. Use when improving App Store or Google Play visibility or listing conversion from a live app URL and current console evidence. NOT FOR: building or releasing the app (use android-app-factory or site-to-ios-app; native iOS builds are a private Suede Labs companion, not in this pack: ios-app-factory), writing store metadata fields for an app that has not shipped yet (private Suede Labs companion, not in this pack: ios-aso-launch), creating paid ad assets (use suede-ad-creative), or install-event instrumentation (use suede-analytics).
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zhizhunbao-ai-dev-config Bundle Dev WekaWork with Weka data files (.arff format). Use when (1) user needs to convert ARFF to CSV, (2) mentions Weka data files, (3) needs to extract column names from ARFF files.
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kagenti Skill SessionClaude Code session analytics - post stats to PRs/issues, extract to CSV
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elihuvillaraus Skill Skill TrackingTrack which skills are actually being used across projects. Reads ~/.agents/skill-usage.log, aggregates usage stats, identifies unused skills, and surfaces optimization opportunities. Also enforces the logging convention. Trigger: 'which skills am I using', 'skill usage stats', 'what skills are active', 'skill analytics', 'prune unused skills'.
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jasoncolapietro Bundle Suede Churn PreventionSuede-owned retention discipline for voluntary and involuntary churn: cancel flows, pause paths, evidence-based save offers, failed-payment recovery, proactive signals, and win-back design. Use when diagnosing subscriber loss or designing a bounded retention intervention. NOT FOR: lifecycle-email production (use suede-emails), pricing architecture (use suede-pricing), paywall design (use suede-paywalls), or event instrumentation (use suede-analytics).
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tankygranny05 Skill Document Skills XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. Use when working with spreadsheets (.xlsx, .xlsm, .csv, .tsv) for creating, reading, analyzing, modifying, or recalculating formulas.
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tankygranny05 Bundle Fabricate Trading DayGenerate pickle files with fake players for incomplete trading days. Use when user asks to "create fake data", "generate pickle with fakes", "add fakers", "fabricate trading day", or needs to create /db23/parsed_excel_files/{day}.pickle from incomplete CSV whale data (before complete A5 Excel available). Creates 30-40K row datasets from ~300 whale transactions by adding balanced fake players and PT transactions.
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elihuvillaraus Skill Team Paid MediaArma un equipo de paid media para tomar control de una cuenta publicitaria. Lanza en paralelo: paid-media-auditor, tracking-specialist, ppc-strategist, search-query-analyst, ad-creative y analytics-reporter. Usar cuando: 'audita mi cuenta de Google Ads', 'equipo paid media', 'paid media takeover', 'optimiza mis campañas', 'toma control de mi cuenta de ads'.
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brite-nites Bundle Sf DataSalesforce data operations (Brite edition) with 130-point scoring. TRIGGER when user creates test data, performs bulk import/export, uses sf data CLI commands, needs data factory patterns for Apex tests, works in brite-salesforce, asks about HubSpot migration ETL, email-as-Task migration semantics, setSaveAsActivity Email Logs monitoring, Bulk API session-permset gotchas, CreateAuditFields INSERT-only behavior,
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chatandbuild Bundle A B Test SetupUse this skill when setting up, improving, or auditing analytics measurement for experiments, conversion tracking, event instrumentation, funnel analysis, or A/B test readiness.
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chatandbuild Bundle Analytics EventsUse this skill when keeping analytics instrumentation accurate, consistent, and release-ready across event definitions, tracking plans, schemas, implementation, QA, and governance.
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chatandbuild Bundle Bap 578 Analytics IndexingUse this skill when defining metrics, building indexers, creating dashboards, or generating reports for BAP-578 Non-Fungible Agents from minting, vault funding, treasury, engagement, and event data.
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chatandbuild Bundle Invoice OrganizerUse this skill when organizing invoices and receipts for tax preparation by extracting key fields, normalizing filenames, grouping records, and producing accountant-ready CSV output.
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chatandbuild Bundle SQL Migration ScriptsUse this skill when drafting or reviewing MySQL or PostgreSQL migration scripts, schema changes, data backfills, index changes, permission updates, or operational SQL where locking, transactions, compatibility, rollout sequencing, validation, and rollback risk matter.
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sawrus Skill Migration SafetySafe database migrations in production — expand-and-contract, lock-safe DDL, timing estimation, rollback SQL.
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simplefarmer69 Skill Linkedin DmSend personalized LinkedIn direct messages to a list of existing 1st-degree connections via browser automation. Use when the user wants to message LinkedIn connections with AI-personalized outreach — e.g. nurturing leads, following up after events, reconnecting with contacts, or announcing something. Takes a data file (CSV/TSV) or plain list with connection names and companies, asks for outreach context/goal, generates a tailored message per person, and sends each one via browser automation. Handles message compose flow, character limits, and incremental status tracking.
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chatandbuild Bundle Security Ownership MapAnalyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do not trigger for general maintainer lists or non-security ownership questions.
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manastalukdar Skill GraphifyBuild a queryable knowledge graph from the current codebase using the Graphify CLI — code, SQL schemas, docs, and more in one interactive graph
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manastalukdar Skill Query OptimizeSQL/NoSQL query optimization with N+1 detection and index recommendations
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rudironsoni Skill Dotnet Testing Advanced Testcontainers DatabaseSpecialized skill for containerized database testing using Testcontainers. Use when testing real database behavior, using SQL Server/PostgreSQL/MySQL containers, testing EF Core/Dapper. Covers container startup, database migrations, test isolation, container sharing. Keywords: testcontainers, container testing, database testing, MsSqlContainer, PostgreSqlContainer, MySqlContainer, EF Core testing, Dapper testing, Testcontainers.MsSql, Testcontainers.PostgreSql, GetConnectionString, IAsyncLifetime, CollectionFixture
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zocomputer Bundle Ab Test SetupWhen the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
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happy-technologies-llc Skill Workspace InsightsWorkplace service delivery insights including space utilization, service request patterns, facility management metrics, and desk booking analytics
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gitwalter Bundle Modeling CdsCDS view creation (basic, composite, consumption), associations, compositions, CDS annotations (semantic, UI, analytics), CDS access control (DCL)
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gitwalter Bundle Managing MemoryManage the Antigravity Dual-Storage Memory system (SQL + Vector) and implement cognitive lifecycle hooks.
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happy-technologies-llc Skill Health Log AnalyticsHealth log analytics for anomaly detection, capacity planning, performance trending, log source configuration, and threshold management in ServiceNow ITOM
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happy-technologies-llc Skill Analytics GenerationGenerate analytics dashboards and visualizations from natural language descriptions covering PA indicators, data collectors, and widgets
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aradotso-security-skills Skill Dalonso Security RepoMicrosoft Security threat hunting queries, KQL examples, Sentinel workbooks, and security analytics notebooks
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gitwalter Bundle Processing Excel FilesExcel file processing and manipulation using the Excel MCP Server
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jimmc414 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). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.
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mgd34msu-goodvibes-gemini Skill SqliteIntegrates SQLite embedded database with Node.js using better-sqlite3 for synchronous operations or the native Node.js SQLite module. Use when building applications with local storage, embedded databases, or when user mentions SQLite, better-sqlite3, or embedded SQL.
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mgd34msu-goodvibes-gemini Skill PostgresqlWorks with PostgreSQL including queries, migrations, indexes, and performance tuning. Use when designing database schemas, writing SQL queries, optimizing performance, or managing PostgreSQL databases.
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 tinybird-analytics, postgres-best-practices, dating-dating. 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.