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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exploreomni Bundle Omni Content Builder 3Create, update, and manage Omni Analytics documents and dashboards programmatically — document lifecycle, tiles, visualizations, filters, and layouts — using the REST API. Use this skill whenever someone wants to build a dashboard, create a workbook, add tiles or charts, configure dashboard filters, update an existing dashboard's model, set up a KPI view, create visualizations, lay out a dashboard, create a document, rename a workbook, delete a dashboard, move a document to a folder, duplicate a dashboard, or any variant of "build a dashboard for", "create a report showing", "add a chart to", "make a dashboard", "update the dashboard layout", "rename this document", "move to folder", or "delete this dashboard". Also use when modifying dashboard-level model customizations like workbook-specific joins or fields.
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exploreomni Skill Omni Content Explorer 3Find, browse, and organize content in Omni Analytics — dashboards, workbooks, folders, and labels — using the REST API. Use this skill whenever someone wants to find an existing dashboard, search for content, list workbooks, browse folders, see what dashboards exist, find popular reports, download a dashboard as PDF or PNG, favorite content, manage labels on documents, or any variant of "find the dashboard about", "what reports do we have", "show me our dashboards", "where is the sales report", or "download this dashboard".
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entropy-cloud Skill Nop File Converter 3使用 NOP CLI 工具进行XLang模型文件格式转换,支持 XDSL 模型文件在不同格式(XML/JSON/YAML/XLSX)之间转换
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opsmill Bundle Infrahub Managing Transforms 3Creates Infrahub transforms that convert data into JSON, text, CSV, or device configs using Python or Jinja2 templates, with YAML-driven tests. TRIGGER when: building config generation, data export, format conversion, Jinja2 templates, artifact pipelines, writing or running tests for a transform. DO NOT TRIGGER when: designing schemas, writing validation checks, creating generators, querying live data.
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electric-sql Skill Electric Orm 2Use Electric with Drizzle ORM or Prisma for the write path. Covers getting pg_current_xact_id() from ORM transactions using Drizzle tx.execute(sql) and Prisma $queryRaw, running migrations that preserve REPLICA IDENTITY FULL, and schema management patterns compatible with Electric shapes. Load when using Drizzle or Prisma alongside Electric for writes.
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dmitryprg-ai Skill Research 2Analyze data, investigate datasets, work with CSV/parquet/pandas/dataframes. Use when analyzing data, exploring datasets, running experiments, or when user mentions data, analysis, parquet, csv, pandas, dataframe, statistics, investigation.
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ahmedkhaledmohamed Skill Data Analyst 3Data exploration and analysis partner for Product Managers. Use when the user needs to query databases, analyze metrics, create dashboards, or extract insights from data. Triggers include "query", "analyze data", "metrics", "BigQuery", "SQL", "dashboard", "what does the data say", or when working with quantitative information.
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nimrodfisher Bundle Schema Mapper 2Document column-level mappings between source and target schemas. Use when integrating data from multiple systems, designing ETL transformations, or documenting how raw fields become analytical assets.
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openai Bundle Index 2Route Data Analytics plugin-level requests and broad analytics work to the right focused workflow. Use when Data Analytics is at-mentioned, or for analytics requests involving data, metrics, dashboards, reports, charts, notebooks, spreadsheets, KPIs, market sizing, or semantic layers.
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tiandiyiqi Bundle Skill 4全面的电子表格创建、编辑和分析支持,包括公式、格式、数据分析和可视化。当 Claude 需要处理电子表格(.xlsx、.xlsm、.csv、.tsv 等)用于:(1)创建带公式和格式的新电子表格,(2)读取或分析数据,(3)修改现有电子表格同时保留公式,(4)电子表格中的数据分析和可视化,或(5)重新计算公式
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thkt Bundle Transcribe 2Read ツールで開けない表計算ファイル (xlsx, ods, csv) を読み、セル結合された業務文書を Markdown へ変換し、セルの取りこぼしが無いことを検証する。
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ndhananj Skill Django Security 2Django安全最佳实践,身份验证,授权,CSRF保护,SQL注入预防,XSS预防和安全部署配置。
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kortix-ai Bundle XLSX 2Use for spreadsheet creation, analysis, financial models, and polished workbook outputs.
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dtsong Skill Impact Estimation 3Use when comparing multiple features or initiatives to determine prioritization order. Covers RICE scoring with quantified reach, impact, confidence, and effort dimensions, tier ranking, and success metric definition. Do not use for MVP scope definition (use mvp-scoping) or analytics instrumentation planning (use analytics-design).
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stacksjs Skill Stacks Database 4Use when working with databases in a Stacks application — configuring connections, running queries, migrations, seeding, SQL helpers, or using SQLite/MySQL/PostgreSQL/DynamoDB. Covers @stacksjs/database, bun-query-builder, config/database.ts, and the database/ migrations directory.
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stacksjs Bundle Stacks Dashboard 4Use when building or customizing the Stacks admin dashboard, including dashboard pages, model management views, analytics widgets, commerce dashboards, content management, settings panels, deployment monitoring, job/queue management, or the 250+ built-in dashboard components. Covers the dashboard system at storage/framework/defaults/.
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stacksjs Skill Stacks Migrations 4Use when working with database migrations in a Stacks application — creating migration files, running migrations, fresh migration (drop + recreate), seeding after migration, migration file naming conventions, or the 96+ built-in migration files. For the database API itself (queries, connections, SQL helpers), see stacks-database.
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stacksjs Skill Stacks Query Builder 4Use when building database queries in a Stacks application - constructing SQL queries, using the fluent query API, or configuring the query builder. Covers @stacksjs/query-builder which wraps bun-query-builder, and config/query-builder.ts.
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fusengine Bundle Security Scan 3Main security scanning orchestration. Detects language, runs OWASP Top 10 patterns, identifies vulnerabilities, generates structured reports. Use when scanning for XSS, SQL injection, command injection, secrets, or any security vulnerability.
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bytesagain Bundle CockroachdbCockroachDB distributed SQL database reference. Covers PostgreSQL-compatible SQL, serializable transactions, multi-region deployment with locality controls, survival goals, hash-sharded indexes, backup/restore, and operational monitoring.
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joshuashepherd Skill Paratext Author 2Write missing or stub paratext for any platform surface — books, courses, podcast episodes — in Alan Hirsch's voice. Queries the database for gaps, writes content, and updates via SQL. Use after running /paratext-audit to fill what it found.
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eli-yu-first Bundle SQL To Nosql ConverterConverts SQL schemas and queries to NoSQL equivalents with data modeling recommendations
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mims-harvard Bundle Tooluniverse Image Analysis 2Microscopy and quantitative imaging analysis — colony morphometry, fluorescence intensity quantification, cell-count statistics, dose-response curves, and ANOVA/Dunnett on image-derived measurements. Uses pandas/numpy/scipy/scikit-image. Use for analyzing tabular outputs from CellProfiler/ImageJ, image-derived measurement statistics, and image-based assay quantification.
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mims-harvard Bundle Tooluniverse Gwas Study Explorer 2Compare GWAS studies, perform meta-analyses across cohorts, and assess signal replication. Uses GWAS Catalog metadata, study-level statistics, and cross-cohort comparison. Use for evaluating GWAS reproducibility for a trait, meta-analysis sample size and effect-size aggregation, and detecting study heterogeneity (population, design, ancestry).
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mims-harvard Skill Tooluniverse Epidemiological Analysis 2End-to-end observational epidemiology analysis — from research question (PECO Population/Exposure/Comparator/Outcome) to publication-ready statistical report. Covers cohort/case-control/cross-sectional design, regression with confounders, propensity scoring, sensitivity analysis. Writes Python code for every step. Use for epidemiology study analysis, NHANES/UK-Biobank-style analyses.
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mims-harvard Skill Tooluniverse Biomedical Fact Lookup 3Answer biomedical FACTUAL / recall / multiple-choice questions by querying ToolUniverse database tools instead of answering from memory. Triggers on any 'which gene/drug/variant/disease/pathway/miRNA/TF...' lookup, any question phrased 'according to <database>' (DisGeNet, OMIM, MSigDB, miRDB, GTRD, MGI, Ensembl, ClinVar, ChEMBL, OpenTargets, Reactome, GtoPdb, UniProt...), and multiple-choice biology/medicine knowledge questions where one option must be verified against an authoritative source. NOT for analyzing user-supplied data files (CSV/VCF/h5ad → use the data-analysis router) and NOT for open-ended literature synthesis. Use whenever a single correct answer exists in a public biomedical database and could be looked up rather than guessed.
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mims-harvard Skill Tooluniverse Population Genetics 1000genomes 2Population genetics using the 1000 Genomes Project (IGSR) — superpopulation/population search, sample metadata, variant frequencies across AFR/AMR/EAS/EUR/SAS, ancestry-specific analyses. Use for ancestry comparison, population-aware allele frequency lookups, and 1000-Genomes-cohort-specific analyses (distinct from gnomAD which has different sample composition).
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gitwalter Bundle Modeling Cds 2CDS view creation (basic, composite, consumption), associations, compositions, CDS annotations (semantic, UI, analytics), CDS access control (DCL)
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gitwalter Bundle Managing Database Agents 2SQL generation with LLMs, schema understanding, query optimization, and text-to-SQL pipelines
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asiaostrich Skill Database 2引導資料庫設計、遷移與查詢最佳化。 Use when: schema 設計、遷移規劃、查詢最佳化、索引策略。 Not for: 應用程式碼遷移或框架升級——請用 /migrate;資料之上的 API 合約——請用 /api-design。 Keywords: database, schema, migration, SQL, index, query, 資料庫, 遷移, 查詢, 索引策略.
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intent-solutions-io Bundle Optimizing SQL Queries 2This skill analyzes and optimizes SQL queries for improved performance. It identifies potential bottlenecks, suggests optimal indexes, and proposes query rewrites. Use this when the user mentions "optimize SQL query", "improve SQL performance", "SQL query optimization", "slow SQL query", or asks for help with "SQL indexing". The skill helps enhance database efficiency by analyzing query structure, recommending indexes, and reviewing execution plans.
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intent-solutions-io Bundle Performing Security Testing 2This skill automates security vulnerability testing. It is triggered when the user requests security assessments, penetration tests, or vulnerability scans. The skill covers OWASP Top 10 vulnerabilities, SQL injection, XSS, CSRF, authentication issues, and authorization flaws. Use this skill when the user mentions "security test", "vulnerability scan", "OWASP", "SQL injection", "XSS", "CSRF", "authentication", or "authorization" in the context of application or API testing.
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oimiragieo Bundle XLSX 2Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing and analysis.
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aladicf Skill Data Viz 10Design charts, metrics, and data tables that help users interpret and compare data. Use when the user asks to visualize data, choose chart types, improve dashboard analytics, or make data presentation accessible. Dashboard navigation and shell layout alone belong to add-ui or arrange.
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wufufu770 Skill Hunt Sqli 4SQL 注入挖掘:布尔/时间盲注、报错、堆叠查询、NoSQL 注入,含 OOB 外带确认门禁。触发词:注入、SQLi、盲注、数据库报错。目标存在 DB 交互参数时使用。
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intent-solutions-io Bundle Scanning Input Validation Practices 2This skill enables Claude to automatically scan source code for potential input validation vulnerabilities. It identifies areas where user-supplied data is not properly sanitized or validated before being used in operations, which could lead to security exploits like SQL injection, cross-site scripting (XSS), or command injection. Use this skill when the user asks to "scan for input validation issues", "check input sanitization", "find potential XSS vulnerabilities", or similar requests related to securing user input. It is particularly useful during code reviews, security audits, and when hardening applications against common web vulnerabilities. The skill leverages the input-validation-scanner plugin to perform the analysis.
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 omni-content-builder, omni-content-explorer, nop-file-converter. 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.