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.
-
evolv3ai Bundle Session ScoutDiscover and list recent AI coding sessions across Claude Code, Claude Desktop, and OpenCode on Windows and WSL. PowerShell script extracts project paths, session IDs, and timestamps from session artifacts. Use when: finding recent coding sessions, reviewing AI session history, exporting session logs to CSV, troubleshooting missing sessions, or auditing Claude Code/OpenCode usage across environments.
-
evolv3ai Bundle Drizzle Orm D1Build type-safe D1 databases with Drizzle ORM. Includes schema definition, migrations with Drizzle Kit, relations, and D1 batch API patterns. Prevents 18 errors including SQL BEGIN failures, cascade data loss, 100-parameter limits, and foreign key issues. Use when: defining D1 schemas, managing migrations, bulk inserts, or troubleshooting D1_ERROR, BEGIN TRANSACTION, foreign keys, "too many SQL variables".
-
koaedo Skill SQLSQL 쿼리 작성 모범 사례. SQL 쿼리 작성, 데이터베이스 스키마 설계, MySQL/PostgreSQL 작업 시 적용.
-
manke001-zhy Bundle XLSX综合性的电子表格创建、编辑和分析工具,支持公式、格式化、数据分析和可视化。当 Claude 需要处理电子表格(.xlsx、.xlsm、.csv、.tsv 等)时使用:创建带公式和格式的新表格、读取或分析数据、修改现有表格并保留公式、数据分析和可视化、重新计算公式
-
kpbray Bundle Power QueryWrites Power Query (M language) for data transformation, connections, and ETL. Use for data sources, transformations, parameters, and query optimization.
-
vadimcomanescu Bundle Senior Data EngineerData engineering workflows for designing reliable pipelines and datasets: ingestion, transforms, orchestration, schema evolution, data contracts, quality checks, and observability. Use when building ETL/ELT, reviewing pipelines, defining warehouse/lake schemas, or diagnosing data quality incidents.
-
vadimcomanescu Bundle XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. Use for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modifying existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas.
-
mehdiozdemir Skill Database HelperAssists with database schema design, query optimization, migrations, and data modeling. Use when designing database schemas, writing complex SQL queries, optimizing slow queries, creating migrations, choosing appropriate indexes, or working with ORMs and database-specific features.
-
snakeo Skill Debug PandasDebug Pandas issues systematically. Use when encountering DataFrame errors, SettingWithCopyWarning, KeyError on column access, merge and join mismatches with unexpected NaN values, memory errors with large DataFrames, dtype conversion issues, index alignment problems, or any data manipulation errors in Python data analysis workflows.
-
freddy-chen-ux Skill SQL ReaderQuery production PostgreSQL database with read-only credentials. Use for investigating data, debugging issues, or analyzing application state.
-
freddy-chen-ux Skill Data EngineerData pipelines and analytics infrastructure
-
cyronius Bundle SQL ExampleExample skill for querying SQL Server databases via the MCP bridge. Use this skill when you need to execute SQL queries, list tables, or describe table schemas.
-
freddy-chen-ux Skill Product AnalyticsFramework for analyzing product usage data and identifying patterns. Use when performing deep analysis of user behavior and engagement metrics.
-
krudony Bundle XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
-
arborist-ai Bundle Excel Spreadsheet HandlerComprehensive Microsoft Excel (.xlsx) document creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization
-
ammosu Bundle XLSX全方位的試算表建立、編輯和分析功能,支援公式、格式化、資料分析和視覺化。當 Claude 需要處理試算表(.xlsx、.xlsm、.csv、.tsv 等)時使用,包括:(1) 建立包含公式和格式的新試算表、(2) 讀取或分析資料、(3) 修改現有試算表同時保留公式、(4) 試算表中的資料分析和視覺化,或 (5) 重新計算公式
-
tiancai19 Skill Database ManagerManage databases across multiple types (PostgreSQL, MySQL, SQLite, MongoDB). Execute queries, create migrations, backup and restore data, import/export CSV/JSON. Use when working with databases, SQL queries, data migration, or database operations.
-
questdb Skill Review Pr 5Review `$ARGUMENTS`
-
harumiweb Bundle Xlflow 4Use when an AI agent needs to edit, test, debug, or validate an Excel VBA workbook with xlflow. Provides the safe source-to-workbook proof loop and routes specialized work to focused references.
-
snowflake-labs Bundle Cortex Code 4Routes Snowflake-related operations to Cortex Code CLI for specialized Snowflake expertise. Use when user asks about Snowflake databases, data warehouses, SQL queries on Snowflake, Cortex AI features, Snowpark, dynamic tables, data governance in Snowflake, Snowflake security, or mentions "Cortex" explicitly. Do NOT use for general programming, local file operations, non-Snowflake databases, web development, or infrastructure tasks unrelated to Snowflake.
-
chaunsin Bundle Postgresql CLI 2PostgreSQL interactive terminal (psql) reference and usage guide. Use this skill whenever the user mentions psql, PostgreSQL command-line client, backslash commands, meta-commands, \d commands, database inspection, SQL scripting in PostgreSQL, importing/exporting data with psql, \copy, psql formatting, psql variables, or any task involving connecting to or interacting with a PostgreSQL database from the terminal. Also applies when the user asks about PostgreSQL query execution, table inspection, schema exploration, database administration from CLI, or psql configuration and customization. Even if the user doesn't explicitly say "psql" but is working with PostgreSQL from the command line, this skill is relevant.
-
geminilight Bundle Mindos 2Operate a MindOS knowledge base: update notes, search, organize files, execute SOPs/workflows, retrospective, append CSV, cross-agent handoff, route unstructured input to the right files, distill experience, sync related docs. Use when the task targets files inside the user's MindOS KB (mindRoot). NOT for editing app source, project docs, or paths outside the KB. Core concepts: Space, Instruction (INSTRUCTION.md), Skill (SKILL.md); notes can embody both. Trigger when user asks to: save or record a note, search their knowledge base, update or edit a file, organize notes, run a workflow or SOP, capture decisions from a session, append rows to a table or CSV, hand off context to another agent.
-
mcpjam Skill User Value Chain Glossary 2Defines every member of MCPJam's user-value chain vocabulary — the six stages, the five stage states, the twenty-nine stage reasons, the seven failure categories, the four verdicts, the stage-analytics exclusion classes, the five friction signals and the nine suspected conditions — plus the population rules that decide what a count means. Use when reading a `decisionSummary`, a stage chain, a trial's `frictionSignals` or `suspectedConditionVerdict`, or stage analytics returned by MCPJam's eval tools and you need to know what a wire value means or whether a number can be compared.
-
aliyun Bundle Alibabacloud Rds Copilot 2使用阿里云 RDS Copilot API,帮助用户完成 RDS 相关的智能问答、SQL 优化、实例运维和故障排查, 可直接调用 uv run ./scripts/call_rds_ai.py 脚本获取实时结果。
-
aliyun Bundle Alibabacloud Rds Instances Manage 2通过阿里云 RDS OpenAPI 与只读 SQL 工具管理 RDS 实例。在用户需要查询/管理阿里云 RDS、执行只读 SQL、查看实例/监控/慢日志/参数时使用。需先配置环境变量 ALIBABA_CLOUD_ACCESS_KEY_ID、ALIBABA_CLOUD_ACCESS_KEY_SECRET,再通过命令行工具 alibabacloud-rds-instances-manage 列出并执行工具。
-
canner Skill Wren Usage 2Wren Engine — semantic SQL engine for AI agents. Query 22+ data sources (PostgreSQL, BigQuery, Snowflake, MySQL, ClickHouse, etc.) through a modeling layer (MDL). This skill is the main entry point: it guides setup, delegates to focused sub-skills for SQL authoring, MDL generation, project management, and MCP server operations. Use when: write SQL, query data, generate or update MDL, change database connection, manage YAML projects, set up or operate MCP server, or get started with Wren Engine for the first time.
-
blockrunai Skill Predexon 3Use this skill — NOT browser or web_fetch — for ALL Polymarket, Kalshi, dFlow, and prediction market data. Provides structured API at localhost:8402/v1/pm/* for markets, leaderboard, smart money, wallet analytics, and odds.
-
wazuh Skill Resolve Cve 3Resolve a dependency CVE in the Wazuh Dashboard plugins — confirm the vulnerable package is actually present and reachable, apply the least-invasive remediation (direct bump, lockfile dedupe, or scoped resolution), verify build/tests/audit, and hand off a prepared PR. Use when the user asks to fix or resolve a CVE / dependency vulnerability, or provides a CVE id or CVE issue URL.
-
rerun-io Skill Rerun Parquet 3Ingest tabular Parquet files into Rerun chunk streams with rerun.experimental.ParquetReader. Read when converting trajectory or sensor tables (LeRobot-style parquet, exported logs) into entities and components — column grouping, timeline/index columns, static columns, and lenses (DeriveLens) that assemble the typed components (Transform3D, Scalars) from the reader's grouped struct/scalar output. Builds on rerun-chunk-processing and rerun-data-model.
-
rerun-io Skill Rerun Chunk Processing 3Core mechanics of the Rerun Chunk Processing API (rerun.experimental) — LazyChunkStream pipelines, Chunk, lenses (MutateLens/DeriveLens/Selector), RrdReader, writing optimized RRDs. Read BEFORE writing any ingestion/conversion/preprocessing code (convert an MCAP, build a recording from a dataset, preprocess an .rrd, port an old converter): it mandates reader+lens pipelines and steers away from hand-built chunks — no Chunk.from_columns for data a reader/lens can produce, no per-message rr.log, no manual pa.array assembly. Source-specific knowledge lives in the importer skills (rerun-mcap, rerun-urdf, rerun-parquet, rerun-lerobot); read rerun-data-model first to decide what the data should become.
-
awslabs Skill Distributed SQLDeprecated compatibility redirect for Aurora DSQL guidance. Use when a request concerns DSQL, Aurora DSQL, distributed SQL, DSQL schemas, migrations, queries, authentication, performance, or application development.
-
exploreomni Skill Omni Admin 3Administer an Omni Analytics instance — manage connections, users, groups, user attributes, permissions, schedules, and schema refreshes via the REST API. Use this skill whenever someone wants to manage users or groups, set up permissions on a dashboard or folder, configure user attributes, create or modify schedules, manage database connections, refresh a schema, set up access controls, provision users, or any variant of "add a user", "give access to", "set up permissions", "who has access", "configure connection", "refresh the schema", or "schedule a delivery".
-
exploreomni Bundle Omni Query 3Run queries against Omni Analytics' semantic layer using the REST API, interpret results, and chain queries for multi-step analysis. Use this skill whenever someone wants to query data through Omni, run a report, get metrics, pull numbers, analyze data, ask "how many", "what's the trend", "show me the data", retrieve dashboard query results, or perform any data retrieval through Omni's query engine. Also use when someone wants to programmatically extract data from an existing Omni dashboard or workbook.
-
exploreomni Skill Omni AI Optimizer 3Optimize your Omni Analytics model for Blobby, Omni's AI assistant — configure ai_context, ai_fields, sample_queries, and create AI-specific topic extensions. Use this skill whenever someone wants to improve AI accuracy in Omni, make Blobby smarter, configure AI context, add example questions, tune AI responses, set up sample queries, curate fields for AI, create AI-optimized topics, troubleshoot why Blobby gives wrong answers, or any variant of "make the AI better", "Blobby isn't answering correctly", "add context for AI", "optimize for AI", or "teach the AI about our data".
-
exploreomni Bundle Omni Model Builder 3Create and edit Omni Analytics semantic model definitions — views, topics, dimensions, measures, relationships, and query views — using YAML through the Omni REST API. Use this skill whenever someone wants to add a field, create a new dimension or measure, define a topic, set up joins between tables, modify the data model, build a new view, add a calculated field, create a relationship, edit YAML, work on a branch, promote model changes, or any variant of "model this data", "add this metric", "create a view for", or "set up a join between". Also use for migrating modeling patterns since Omni's YAML is conceptually similar to other semantic layer definitions.
-
exploreomni Skill Omni Model Explorer 3Discover and inspect Omni Analytics models, topics, views, fields, dimensions, measures, and relationships using the Omni REST API. Use this skill whenever someone wants to understand what data is available in Omni, explore their semantic model, find specific fields or views, check how tables join together, see what topics exist, or asks any variant of "what can I query", "what fields are available", "show me the model", "what data do we have", or "how is this data modeled". Also use when you need to understand the Omni model structure before building or modifying anything.
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 session-scout, drizzle-orm-d1, sql. 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.