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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kortix-ai Skill MigrationHow to change the database schema in this repo. Current engine: node-pg-migrate, with SQL generated from Drizzle schema changes when possible. Load whenever you add/alter/drop a table, column, enum, index, constraint, RLS/function/grant, or any file under packages/db/migrations.
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kortix-ai Skill CodingRoute code, repository, and data/SQL work to isolated Kortix sessions instead of burning your main context on it. Use when asked to implement a feature, fix a bug, make failing tests pass, work a ticket/issue, refactor, navigate or change a codebase, ship a PR, review a pull request, or run SQL/warehouse analysis against a dataset — and when the user wants two agents or parallel reviewers/investigators on the same work. Covers the explore-vs-session routing call, deciding where the code lives (this project's repo vs cloning an external GitHub repo) or where the data lives, finding the repo with gh, spawning sessions in parallel, dual PR reviews, and reporting results back. Triggers: 'implement', 'fix the bug', 'make the tests pass', 'work this ticket', 'refactor this', 'open a PR', 'review this PR', 'run two agents on it', 'query the warehouse', 'analyze this dataset'.
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avav25 Skill SQL Database PatternsUse this skill when the agent is designing schemas, reviewing migrations, tuning queries, modeling NoSQL access patterns, configuring replication, planning partitioning, auditing indexes, or onboarding to database conventions — the database patterns knowledge base for PostgreSQL, MySQL, SQL Server, MongoDB, Redis, Cassandra, DynamoDB engines, schema design, SQL optimization, indexing strategies (B-tree, hash, GIN, GiST, BRIN, partial, covering), partitioning (range, list, hash), replication topologies, NoSQL data modeling, time-series, graph, monitoring, capacity planning, backup and recovery.
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ncreighton Skill TrackproAutomate supply chain visibility and tracking with real-time data aggregation, customizable workflows, and compliance reporting. Use when the user needs inventory tracking, shipment monitoring, supplier compliance, or supply chain analytics.
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ncreighton Bundle CSV ColumnUse this skill to extract a single column's values from CSV text by header name or index. Deterministic, offline. For pulling one field out of a spreadsheet export.
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ncreighton Bundle CSV To JSONUse this skill to convert CSV text into a list of JSON records, auto-detecting the delimiter (comma, semicolon, tab, or pipe) and using the first row as headers. Handles ragged rows. Deterministic, offline. The reliable first step before processing spreadsheet exports.
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kortix-ai Skill Questionnaire ResponseFresh-session security questionnaire response for {{projectName}}. Parses a new inbound questionnaire from {{questionnaire_label}} in Gmail, matches each question to our vetted knowledge base of approved answers and policies, drafts responses in the vendor's own format (SIG, CAIQ, or a custom spreadsheet), flags anything it can't answer confidently, and posts the completed draft to {{security_channel}} — holding it for security to review before it goes back to the prospect.
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kortix-ai Bundle Document ReviewUse for structured review, fact-checking, annotation, and correction of documents such as PDF, DOCX, PPTX, and XLSX files.
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dirnbauer Bundle Ab TestingWhen 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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ncreighton Skill InventorygenieAutomate inventory forecasting, supplier integration, and stock analytics for retail operations. Use when the user needs demand prediction, automated reordering, inventory optimization, or multi-location stock management.
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kortix-ai Skill Convert Documents To MarkdownConvert Word (.doc, .docx), PowerPoint (.ppt, .pptx), Excel (.xls, .xlsx), OpenDocument (.odt, .ods, .odp), RTF, EPUB, CSV, and PDF files to GitHub-Flavored Markdown. Use when a task needs the contents of an office document, spreadsheet, presentation, ebook, or PDF you cannot read directly.
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erp-core-dev Skill Oracle ReviewReview Oracle Database schemas, queries, PL/SQL, and configuration for performance and production readiness
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ncreighton Bundle Percent ChangeUse this skill to compute the percentage change from an old value to a new value, plus absolute change and direction. Handles old=0. Deterministic, offline. For metrics/analytics.
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ncreighton Skill InventorymasterTrack and manage e-commerce inventory in real-time with automated low-stock alerts and multi-platform integration. Use when the user needs inventory tracking, stock replenishment automation, or warehouse management across Shopify, WooCommerce, and Amazon.
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erp-core-dev Skill Sqlserver ReviewReview SQL Server schemas, queries, and configuration for performance and production readiness
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dirnbauer Bundle Lead MagnetsWhen the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat sheet," "checklist," "template download," "opt-in," "freebie," "PDF download," "resource library," "content offer," "email capture content," "Notion template," "spreadsheet template," or "what should I give away for emails." Use this for planning what to create and how to distribute it. For interactive tools as lead magnets, see free-tools. For writing the actual content, see copywriting. For the email sequence after capture, see emails.
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ncreighton Skill SupplychainvisionMonitor and automate supply chain operations with real-time tracking, analytics dashboards, and customizable workflows. Use when the user needs supply chain visibility, inventory alerts, or shipment monitoring across multiple vendors and locations.
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softspark Skill Biz ScanScans codebase for revenue opportunities, KPIs, monetization gaps. Triggers: business metrics, KPI, analytics gaps, monetization, revenue.
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dirnbauer Bundle Typo3 SecurityHardens TYPO3 v14 installations and extensions with secure configuration, trusted hosts, file permissions, Install Tool protection, backend user security, MFA, CSP, QueryBuilder usage, XSS defenses, and CSRF checks. Use when the user asks about TYPO3 security, hardening, permissions, authentication, CSP, SQL injection, XSS, CSRF, or go-live security readiness.
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dirnbauer Bundle Typo3 DatahandlerGuides transactional TYPO3 record manipulation with DataHandler, including datamaps, cmdmaps, backend user context, reference index handling, workspace-aware operations, hooks, and PSR-14 events. Use when creating, updating, moving, localizing, deleting, or extending TYPO3 records, pages, content, categories, IRRE children, or backend data operations.
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softspark Bundle Security PatternsApp security: OWASP, authN/authZ, input validation, secrets, TLS, CSRF/XSS/SQLi, JWT, CSP, LLM prompt injection. Triggers: security, OWASP, auth, JWT, CSRF, XSS, SQL injection, secrets, TLS, CSP, CORS, prompt injection, LLM output trust, tool permissions.
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agentpmt Bundle Google SheetsGoogle Sheets: Work with Google Sheets using safe short actions: create and find spreadsheets, list tabs, read data, append rows at the true table end, append columns at the current data edge, update selected fields by key, export. Use when an agent needs google sheets, google sheets api, append spreadsheet rows safely, update crm style rows by key, export a sheet to csv or pdf, create reporting spreadsheets, add conditional formatting, spreadsheet id through AgentPMT-hosted remote tool calls.
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dirnbauer Skill Document ProcessingCreate, edit, and analyze office documents (PDF, DOCX, PPTX, XLSX). Use when working with PDFs, Word documents, PowerPoint presentations, or Excel spreadsheets. Covers text extraction, form filling, document creation, and data analysis.
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agentuity-sdk-explorer Skill Agentuity CLI Project Auth GenerateGenerate SQL schema for Agentuity Auth tables. Use for managing authentication credentials
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agentpmt Bundle Zip Unzip File Compression 10mbZip / Unzip - File Compression < 10MB: Compress/decompress zip and gzip. Use when an agent needs zip / unzip file compression < 10mb, zip unzip file compression 10mb, bundling multiple generated reports or documents into a single downloadable zip file, extracting uploaded zip archives to process individual files in automated workflows, compressing json or csv data exports for efficient storage and transfer, unpacking user submitted archives to validate and scan contained files, compress.
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swaylq Bundle Data Engineering Master数据工程 — 数据平台从业者的认知操作系统, 覆盖把数据从源系统搬运成可靠 / 可查询 / 可信赖形态供分析 / ML / 数据产品消费的全生命周期 (生成 → 摄取 → 存储 → 转换 → 服务 + 安全/数据管理/DataOps/数据架构/编排/软件工程 六条暗流, Reis & Housley 框架): 摄取与集成 (批 + CDC 变更数据捕获 Debezium + EL 工具 Fivetran/Airbyte/Meltano/dlt + Kafka Connect + schema drift) / 存储与文件表格式 (对象存储数据湖 + 列存 Parquet/ORC/Arrow/Avro + 开放表格式 Apache Iceberg/Delta Lake/Apache Hudi + lakehouse + 分区/compaction) / 转换与建模 (ELT dbt/SQLMesh + Spark + 维度建模 Kimball + Inmon + Data Vault + 大宽表 OBT + 渐变维 SCD + 增量模型 + 语义/指标层) / 编排与工作流 (Apache Airflow/Dagster/Prefect/Mage/Kestra/Apache DolphinScheduler + DAG + 幂等 + 回填 backfill + 数据资产调度) / 批流与实时 (Apache Kafka/Apache Flink/Spark Structured Streaming/Kinesis/Pulsar/Redpanda + Lambda vs Kappa + watermark/窗口/exactly-once + 流式 SQL Materialize/RisingWave + 实时 OLAP ClickHouse/Apache Druid/Apache Pinot/StarRocks/Apache Doris) / 数仓与查询引擎 (Snowflake/BigQuery/Redshift/Databricks SQL/Trino/Presto/DuckDB/Polars + 存算分离 + MPP) / 数据质量测试与可观测性 (dbt tests/Great Expectations/Soda + 数据契约 + Monte Carlo data downtime + 新鲜度/量/schem
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agentpmt Skill Plaud Recordings To Google Drive SyncPlaud Recordings to Google Drive Sync: Automatically backs up your Plaud recordings to Google Drive and keeps a tracking spreadsheet in Google Sheets. Each time you run this workflow, it downloads any new recordings from your Plaud account to a "Plaud Recordings" folder in Drive, creates a transcript for each recording (using Plaud's built-in transcripts when available, or automatic speech-to-text otherwise), saves the transcript alongside the audio file, identifies what each recording is about.
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agentpmt Skill Plaud Spoken Field Notes To A Structured SheetPlaud Spoken Field Notes to a Structured Sheet: Turns a spoken site visit into a filled-in spreadsheet row, so measurements and specs never get typed up twice. Built for anyone who dictates structured details on the job rather than writing them down: window and flooring measurements, equipment specs, inspection findings, punch lists, service call notes. Say the details out loud in the same order each visit (client, room, width, drop, colour, notes) and the workflow reads each new Plaud recordin.
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bobmatnyc Skill Cross Source ResearchMulti-source investigation workflow for researching topics across configured MCP tools (Slack, Confluence, Jira, GitHub, Drive, databases, analytics). Enforces depth over breadth by requiring content to be read, not just referenced.
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pingqlin Skill Dataverse Python Pandas Integrationdataverse-python-pandas-integration guidelines
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zpankz Bundle HkgbThis skill should be used when building hybrid Knowledge Graphs that integrate structured data (CSV, databases) with automatically extracted entities from unstructured documents (PDFs, text). The pattern establishes a reliable join key between domain graphs and lexical graphs, enabling GraphRAG, document ingestion with metadata enrichment, and Knowledge Graph construction from heterogeneous sources using neo4j-graphrag SimpleKGPipeline.
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aretedriver Bundle Database OpsDatabase operations — schema design, migration authoring, query optimization, and SQL/ORM patterns
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aretedriver Bundle Web AnalyticsImplements and interprets web analytics — GA4 setup, event tracking, conversion funnels, Google Search Console, UTM strategy, and A/B testing frameworks.
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zpankz Skill Data RouterRoutes data processing, knowledge graph, and analytics tasks. Triggers on graph, vector, knowledge, ontology, process, batch, etl, database, query, csv, json.
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zpankz Bundle CSV AnalysisAnalyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.
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gonzalezpazmonica Bundle Tabular IntelligenceUsar cuando se analizan datos tabulares (CSV, Excel, tablas, metricas). Triggers: 'analiza esta tabla', 'metricas del sprint', 'tendencia de', 'distribucion de', 'correlacion entre', 'KPIs', 'datos financieros', 'perfil estadistico', 'resumen de datos', 'outlier'.
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 google-sheets, agentuity-cli-project-auth-generate, zip-unzip-file-compression-10mb. 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.