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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enoch-robinson Skill XLSXExcel 电子表格处理工具包。用于创建和编辑电子表格、数据分析、公式计算、格式化。当需要处理 .xlsx/.csv 文件进行数据操作、报表生成或财务建模时使用此技能。
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jezweb Bundle CSV AnalyseAnalyse a CSV file in the sandbox — row/column counts, column types, summary statistics for numeric columns, unique value distributions for categorical columns, and missing-value counts. Use when the user asks to explore, summarise, profile, or analyse a CSV file.
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hacklyc Skill Myagents Anydoc当用户要读取、解析、提取或转换本地 Office、PDF、扫描件、图片、OpenDocument、RTF、EPUB 或 CSV,尤其需要离线 OCR、文档转 Markdown、处理加密文档或追踪转换任务时使用。通过 MyAgents 内置 `myagents anydoc` CLI 提交和管理本地异步转换;不用于 URL 抓取、目录批量处理、云 OCR、GPT/VLM 识别或文档索引。
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vstorm-co Skill Data AnalysisComprehensive data analysis skill for CSV files using Python and pandas
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januarylabs Skill Text2sql System Prompt UpdaterUpdate the Text2SQL system prompt in a generalizable, non-overfit way using failure-pattern driven evaluation loops. Use when SQL generation quality regresses or specific failure classes repeat.
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nvidia Skill SbomGenerate and manage Software Bill of Materials (SBOMs) for the OpenShell project. Covers SBOM generation with Syft, license resolution via public registries, and CSV export for compliance review. Trigger keywords - SBOM, sbom, bill of materials, license audit, license resolution, generate sbom, sbom csv, dependency license, supply chain, license scan.
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cloud-officer Skill Query DBQuery the database, run a query, look up data, search the database, or check data. Use when the user wants to query the database, run a SQL query, look up data, find data, search for records, check the database, or ask questions about data. Executes queries via CLI commands using natural language. Reads schema context from docs/db.md. Supports MySQL, PostgreSQL, SQLite, MongoDB, Elasticsearch, Redis, and BigQuery.
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cloud-officer Skill PlaystoreFetch, filter, or analyze Google Play Store reviews, or post replies. Use when the user wants to check Google Play reviews, filter reviews by rating or date, analyze review sentiment, respond to reviews, or get review analytics for an Android app.
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spences10 Bundle AnalyticsQuery Claude Code session analytics from ccrecall database. Use when user asks about token usage, session history, or wants to analyze their Claude Code usage patterns.
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steipete Bundle Gog AnalyticsGoogle Analytics operations through gog.
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justhandledlabs Bundle
Markdown Table FormatterAlign messy Markdown tables and normalize their columns, or build a table from CSV. Use when the user says "fix my markdown table", "align this table", or "csv to markdown table".
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costa-marcello Bundle XLSXCreates, edits, and analyses spreadsheets with formulas, formatting, and data visualisation. Use when working with .xlsx, .xlsm, .csv, or .tsv files, creating spreadsheets from scratch, reading or analysing tabular data, modifying files while preserving formulas, building financial models, or recalculating formula values.
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joannis Bundle Postgres NioExpert guidance on using PostgreSQL with Swift. Use when developers mention: (1) PostgreSQL or Postgres in Swift, (2) postgres-nio library, (3) SQL queries in Swift, (4) PostgreSQL connection pooling, (5) prepared statements, (6) type-safe database access, (7) bulk loading or COPY FROM, (8) PostgresClient or PostgresConnection.
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microsoft Skill Performance InvestigationUse for Zava Learning incidents where the platform is reachable but a compute tier is degraded — elevated 5xx from the APIs, slow quiz responses, exceptions, an API with no healthy instances, or a back-office batch job failing on the reporting-worker VM (e.g. nightly grade exports). Diagnoses from Application Insights / Log Analytics / Syslog and remediates the application or worker tier.
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jeff-stapleton Bundle Sprint ReportGenerate sprint metrics for the most recent completed sprint. Use when the user asks to "generate a sprint report", "sprint metrics", "sprint numbers", "sprint-report", or needs sprint data for Excel.
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veniceai Skill Venice BillingVenice billing and usage analytics - GET /billing/balance, GET /billing/usage-history (keyset-paginated per-request ledger, JSON or CSV), GET /billing/usage (deprecated predecessor), and GET /billing/usage-analytics (aggregated by date/model/key). Covers the DIEM/USD/BUNDLED_CREDITS consumption priority and building dashboards. (Beta)
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cyperx84 Skill Query OptimizationTechniques for optimizing database queries, indexing strategies, and performance tuning for SQL databases
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ureca-corp Bundle Python Fastapi Programmer Fastapi SecurityFastAPI security patterns including JWT Bearer Token authentication, SQLModel ORM (prevent SQL injection), environment variables (prevent hardcoded secrets), and password hashing (bcrypt). Use when implementing authentication, database operations, or security-sensitive features.
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vince-winkintel Bundle Pscale SQLExecute non-interactive PlanetScale SQL queries with pscale sql using ephemeral credentials. Use when running read-only SQL from agents or scripts, collecting JSON query results, using human table or vertical output, querying replicas/keyspaces/Postgres dbnames, or when a user asks for pscale sql. Triggers on pscale sql, PlanetScale SQL query, non-interactive query, ephemeral credentials, --query, --vertical, trailing \\G.
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vince-winkintel Bundle Pscale Read Only ReplicaManage dedicated PostgreSQL read-only replicas with PlanetScale CLI. Use when listing, inspecting, creating, resizing, configuring, or deleting Postgres read-only replicas, choosing replica regions, or changing replica parameters. Triggers on pscale read-only-replica, Postgres read replica, analytics replica, read capacity, replica region, replica parameters.
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twentyhq Skill QA ScoutBrowser QA of a PR against a running Twenty app, post-merge on main or pre-merge via the qa-scout label. Derives user-visible scenarios from the PR diff, executes them with the Playwright MCP browser, attests database effects over SQL, watches server and worker logs for swallowed errors, and writes a structured verdict plus a report. Invoked by ci-e2e-main.yaml after the deterministic e2e suite; also runnable locally against a dev stack.
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fullstorydev Bundle Fullstory Analytics EventsCore concepts for Fullstory's Analytics Events API (trackEvent). Platform-agnostic guide covering event naming, property types, rate limits, and best practices. See SKILL-WEB.md and SKILL-MOBILE.md for implementation examples.
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navikt Bundle Nav DekoratorenIntegrer og konfigurer Nav Dekoratøren – felles header og footer for nav.no-applikasjoner. Bruk når et team skal ta i bruk Dekoratøren, oppdatere konfigurasjon, legge til breadcrumbs/språkvelger/analytics, håndtere samtykke (ekomloven), CSP eller feilsøke integrasjon mot dekoratøren.
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navikt Bundle Flyway MigrationDatabasemigrasjonsmønstre med Flyway og versjonerte SQL-skript
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anysiteio Bundle Anysite CLIOperate the anysite command-line tool for web data extraction, batch API processing, multi-source dataset pipelines with scheduling/transforms/exports, database operations, and LLM-powered data analysis. Use when users ask to collect data from LinkedIn, Instagram, Twitter, or any web source via CLI; create or run dataset pipelines; schedule automated collection; batch-process API calls; query collected data with SQL; load data into PostgreSQL or SQLite; analyze data with LLM (summarize, classify, enrich, match, deduplicate); or work with anysite commands. Triggers on anysite CLI usage, data collection, dataset creation, scraping, API batch calls, scheduling, database loading, or LLM analysis tasks.
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wfukatsu Skill Design Scalardb AnalyticsScalarDB Analytics設計エージェント - ScalarDB Analyticsを使用した分析基盤の設計。Apache Sparkベースの分析クエリ、マルチDB横断分析を策定。/design-scalardb-analytics [対象パス] で呼び出し。
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anysiteio Bundle Anysite Content AnalyticsTrack and analyze content performance across Instagram, YouTube, LinkedIn, Twitter/X, and Reddit using anysite MCP server. Measure engagement metrics, analyze post effectiveness, benchmark content strategy, identify top-performing content, and optimize posting strategies. Use when users need to measure content ROI, optimize social strategy, identify viral content patterns, or analyze content engagement across platforms.
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damusix Bundle Mssql ServerWrites, optimizes, and debugs T-SQL queries. Explains SQL Server internals, troubleshoots performance issues, and guides database administration tasks including backup/restore, high availability, security, and index design. Use when the user asks about T-SQL syntax, SQL Server administration, query performance, stored procedures, indexes, locking, transactions, backup/restore, high availability, security, or any MSSQL-related topic — even without saying 'SQL Server' explicitly. Also trigger on terms like SSMS, tempdb, bcp, sqlcmd, MSSQL, sp_executesql, NOLOCK, columnstore, Hekaton, RCSI, param sniffing, or execution plan.
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likweitan Skill Abap SQL AmdpHelp with modern ABAP SQL features and AMDP (ABAP Managed Database Procedures) including inline declarations, window functions, GROUP BY, HAVING, PRIVILEGED ACCESS, string functions, aggregate expressions, common table expressions (CTE), AMDP classes, AMDP procedures, AMDP table functions, CDS table functions, and AMDP scalar functions. Use when users ask about ABAP SQL, modern SQL, SELECT, window functions, CTE, common table expression, AMDP, SQLScript, AMDP table function, CDS table function, aggregate, GROUP BY, HAVING, UNION, INTERSECT, EXCEPT, PRIVILEGED ACCESS, ABAP SQL expressions, built-in SQL functions, or database procedures. Triggers include "ABAP SQL query", "window function", "CTE", "AMDP", "table function", "GROUP BY", "aggregate", "PRIVILEGED ACCESS", "inline SELECT", or "SQLScript".
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likweitan Bundle Abap Unit TestingHelp with ABAP Unit testing including test class setup, assertions, test doubles, mocking frameworks, dependency injection, CDS test environments, SQL test environments, RAP BO test doubles, and test fixtures. Use when users ask about ABAP unit tests, test classes, test methods, CL_ABAP_UNIT_ASSERT, test doubles, mocking, CDS test environment, SQL test environment, RAP testing, ABAP test injection, test seams, behavior-driven testing, TDD in ABAP, test isolation, or writing automated tests for ABAP code. Triggers include "write a unit test", "create test class", "mock a dependency", "test a CDS view", "test a RAP BO", "test double", "assertion", "test fixture", "test isolation", or "ABAP unit".
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danieldekay Bundle Literature ReviewAcademic literature review using Raul Pacheco-Vega's methods (AIC reading, Conceptual Synthesis Excel, research memos). Use for systematic reading and synthesis of academic or professional literature on a topic.
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damusix Bundle SQL Ml FeaturesUse when preparing data for machine learning from SQL Server — feature engineering in T-SQL, building training/test datasets, statistical aggregations for ML pipelines, sampling strategies, data normalization and encoding in SQL, writing queries that feed pandas or scikit-learn, exporting to Parquet or CSV for model training, or when a data scientist asks for a 'feature table' or 'training set' from a SQL Server database.
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damusix Bundle SQL Bi ReportingUse when writing T-SQL for business intelligence, analytics, or reporting. Includes building summary reports with GROUPING SETS, ROLLUP, and CUBE, writing time-series queries with date bucketing, creating pivot/unpivot transformations, generating tally/numbers tables for gap-filling, building running totals and moving averages with window functions, writing year-over-year comparisons, designing materialized views for dashboards, or producing CSV/JSON exports from SQL Server.
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damusix Bundle SQL Server PerformanceDiagnoses and optimizes SQL Server database performance. Use when diagnosing slow T-SQL queries, tuning indexes, reading execution plans, fixing parameter sniffing, optimizing batch operations, reducing transaction log bloat, troubleshooting locking and blocking, configuring tempdb, or when a query that used to be fast is now slow. Also use when writing high-throughput INSERT/UPDATE/DELETE operations, implementing minimal logging, designing covering indexes, or analyzing wait statistics.
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damusix Bundle Mssql Writing GuidelinesUse when writing or reviewing MSSQL/T-SQL, creating stored procedures, designing table schemas, writing views, building migrations, defining custom types, or architecting a SQL Server application database. Also use when writing RAISERROR patterns, CHECK constraints with scalar functions, base/subtype table hierarchies, composite key designs, role-scoped views with row-level security, or idempotent DDL scripts. If you are touching MSSQL for an application database, use this skill. Not for PostgreSQL, MySQL, Oracle, or SQLite — patterns are SQL Server-specific.
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powr-data Bundle Excel Power Query PostgresConnect Excel Power Query to PostgreSQL (including Supabase) — the Npgsql driver that works, credential caching and sharing, first-load refresh, and the COM-automation traps when scripting the workbook
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 myagents-anydoc, data-analysis, performance-investigation. 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.