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.
-
elie222 Bundle Inbox Zero APIUse the Inbox Zero API CLI to inspect the live API schema, list and manage automation rules, and read inbox analytics through the public API. Use this when a task involves Inbox Zero rules, stats, or API-driven automation and can be solved through the CLI instead of browser interaction.
-
anouar1991 Bundle Third Party ImpactCategorizes every third-party script by type (analytics, ads, social, tag managers, CDN libraries, fonts). Measures blocking time per script via Long Task attribution, byte weight per category, render-blocking identification, and connection cost per unique domain. Produces an impact breakdown report.
-
lossyrob Skill Paw LiteLightweight PAW workflow skill. Optional work shaping → plan → parallel fleet-style implementation → configurable review (single-model, multi-model, or SoT) → PR. Uses SQL todos for coordination and delegates to paw-work-shaping, paw-sot, paw-git-operations, and paw-pr.
-
stbenjam Bundle Books LibrarySearch, analyze, and recommend books from either a Calibre library or a Goodreads CSV export. Use when asked about books in either library.
-
stbenjam Bundle Books Analyze Goodreads ExportLoad and query a Goodreads CSV export as the Goodreads backend for the books-library skill. Use when the books-library skill selects a Goodreads export as its data source.
-
marttp Skill SQL ProUse when user needs SQL or database development help. Examples: "optimize a slow query", "design a database schema", "write complex window functions", "set up database partitioning", "implement row-level security"
-
artwist-polyakov Bundle Yandex MetrikaАналитика Yandex Metrika: трафик, конверсии, UTM, поисковые системы. Cache-first подход для гигиены контекстного окна. Triggers: яндекс метрика, yandex metrika, metrika analytics, метрика трафик, метрика конверсии, метрика отчёт.
-
artwist-polyakov Bundle Yandex WordstatАнализ поискового спроса через Yandex Wordstat API. Используй когда нужно: исследовать спрос, семантическое ядро, частотность запросов, сезонность или региональный спрос. Топ до 2000 запросов, ассоциации, динамика, экспорт CSV. Поиск упущенного спроса: анализ XLSX-выгрузки из Яндекс Директ, сегментация фраз, расширение семантики, сравнение OR-запросов. Triggers: упущенный спрос.
-
0x0pointer Bundle Aikido TriageTriages Aikido security findings live via the Aikido MCP — no CSV. Splits findings into SCA, SAST, Application Secrets, and Misconfiguration, applies a category-specific verification playbook to each (source-to-sink taint analysis with trust-boundary/reachability assessment for SAST, /analyze-cve chaining for SCA, usage + opt-in liveness checks for secrets, blast-radius reasoning with optional live-chain confirmation for misconfiguration), scores every finding's business impact and severity, then closes confirmed non-issues directly in Aikido after a single review checkpoint.
-
sontek Skill Review PerfGeneral application performance review for non-Django code (Flask, FastAPI, Go, Node, generic Python). Use when asked to "review performance", "audit performance", "find slow code", "perf review", or audit app-tier code for blocking I/O on async paths, algorithmic blow-ups, per-item network loops, unbounded memory accumulation, or missing application caching. Find-only — use `optimize-perf` to apply fixes with benchmarks. Covers the application surface that `review-django-perf` (Django ORM) and `sql-reviewer` (raw SQL / migrations) do not. Validation-first — no flag without traced evidence.
-
rafaelramosdf Bundle XLSXCriação, edição e análise abrangente de planilhas com suporte para fórmulas, formatação, análise de dados e visualização. Quando o Claude precisar trabalhar com planilhas (.xlsx, .xlsm, .csv, .tsv, etc) para: (1) Criar novas planilhas com fórmulas e formatação, (2) Ler ou analisar dados, (3) Modificar planilhas existentes preservando fórmulas, (4) Análise de dados e visualização em planilhas, ou (5) Recalcular fórmulas
-
zate Skill Vuln Patterns CoreUniversal vulnerability detection patterns applicable across all programming languages. Includes hardcoded secrets, SQL/command injection, path traversal, and configuration file patterns.
-
zate Skill Remediation InjectionSecurity fix patterns for injection vulnerabilities (SQL, Command, XSS). Provides language-specific code examples showing vulnerable and secure implementations.
-
openaec-foundation-erpnext-anthropic-claude-development-skil Bundle Frappe Impl ReportsUse when building Script Reports, Query Reports, dashboard charts, or Number Cards in ERPNext. Prevents empty report output from wrong column definitions, broken filters, and unoptimized SQL in large datasets. Covers Report Builder, Script Report (Python + JS), Query Report, Report filters, dashboard Chart DocType, Number Card, report permissions. Keywords: report, Script Report, Query Report, dashboard, chart, Number Card, filters, columns, execute, get_data, create report, custom report, dashboard chart, report empty, no data showing..
-
openaec-foundation-erpnext-anthropic-claude-development-skil Bundle Frappe Core DatabaseUse when performing database operations in ERPNext/Frappe v14-v16. Covers frappe.db methods, ORM patterns (frappe.get_doc, frappe.get_list), raw SQL, caching patterns, and performance optimization. Prevents common mistakes with database transactions and query building. Keywords: frappe.db, frappe.get_doc, database query, SQL, ORM, caching, database performance, query returns nothing, slow database, how to fetch data, get document by name, frappe.get_list empty.
-
openaec-foundation-erpnext-anthropic-claude-development-skil Bundle Frappe Errors HooksUse when debugging hooks.py errors in Frappe/ERPNext. Covers hook not firing (typo, wrong dict structure), circular imports, app_include_js path errors, scheduler_events not running, doc_events on wrong DocType, permission_query_conditions SQL errors, override_doctype_class import failures, extend_doctype_class [v16+] conflicts, fixtures not loading. Error diagnosis by hook type for v14/v15/v16. Keywords: hooks.py error, hook not firing, scheduler not running,, hook not working, scheduler not running, app_include not loading, override not applied. doc_events error, circular import, fixtures error, override class error.
-
openaec-foundation-erpnext-anthropic-claude-development-skil Bundle Frappe Core TranslationUse when implementing translations/i18n in Frappe v14-v16 apps. Covers _() in Python, __() in JavaScript, CSV translation files, bench commands, string extraction rules, lazy translation _lt(), PO/MO files [v15+], RTL support, and custom app translations. Prevents common mistakes with f-strings, concatenation, and template literals that break string extraction. Keywords: translation, i18n, _(), __(), _lt(), CSV, PO, gettext,, translate my app, multi-language, text not translated, wrong language, how to add translation. bench get-untranslated, RTL, localization.
-
openaec-foundation-erpnext-anthropic-claude-development-skil Bundle Frappe Syntax ReportsUse when building Query Reports, Script Reports, or configuring Report Builder, including chart data integration. Prevents report errors from wrong column definitions, missing permissions, and incorrect data formatting. Covers Query Report (SQL-based), Script Report (Python-based), Report Builder, report columns definition, filters, chart_data, report permissions, prepared_report. Keywords: Query Report, Script Report, Report Builder, report columns, filters, chart_data, frappe.query_report, prepared_report, report columns, how to build report, report not showing data, chart in report..
-
truchot Bundle Backend DeveloperExpert backend pour APIs REST/GraphQL, bases de données SQL/NoSQL, architecture serveur et sécurité. Utilise ce skill quand: (1) conception ou développement d'APIs, (2) modélisation de données et requêtes complexes, (3) authentification/autorisation, (4) optimisation de performances serveur, (5) intégration de services tiers, (6) architecture microservices.
-
truchot Bundle Finance AnalyticsExpert Finance & Analytics pour facturation, KPIs et reporting business. Utilise ce skill quand: (1) création de factures ou devis, (2) suivi de la rentabilité projet, (3) analyse des KPIs business, (4) prévisions financières, (5) reporting pour la direction, (6) optimisation des coûts.
-
ggprompts-my-plugins 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
-
openaec-foundation-erpnext-anthropic-claude-development-skil Bundle Frappe Errors DatabaseUse when handling database errors in Frappe/ERPNext. Covers DuplicateEntryError, LinkValidationError, MandatoryError, TimestampMismatchError, CharacterLengthExceededError, InReadOnlyMode, QueryTimeoutError, SQL injection errors, frappe.db.sql parameter format (% vs %s), get_value returning None, transaction deadlocks, MariaDB gone away, too many connections. Error-to-fix mapping for v14/v15/v16. Keywords: database error, DuplicateEntryError, TimestampMismatchError,, MariaDB error, MySQL error, column not found, table missing, duplicate entry, database crash. SQL injection, deadlock, MariaDB gone away, query timeout.
-
ikram-alam Bundle Working With SpreadsheetsCreates and edits Excel spreadsheets with formulas, formatting, and financial modeling standards. Use when working with .xlsx files, financial models, data analysis, or formula-heavy spreadsheets. Covers formula recalculation, color coding standards, and common pitfalls.
-
openaec-foundation-erpnext-anthropic-claude-development-skil Bundle Frappe Errors ServerscriptsUse when debugging or preventing errors in Frappe Server Scripts. Prevents ImportError (the #1 error), NameError for restricted builtins, sandbox violations, doc_events not firing, wrong script type selection, SQL injection, permission denied in scheduled scripts, infinite loops, and API scripts not returning JSON. Covers error message mapping table. Keywords: server script error, ImportError, NameError, sandbox,, ImportError in server script, script not running, sandbox error, restricted function. restricted, frappe.throw, doc_events, scheduler, API script, SQL injection.
-
openaec-foundation-erpnext-anthropic-claude-development-skil Bundle Frappe Syntax Query BuilderUse when building database queries with frappe.qb in Frappe v14-v16. Covers the PyPika-based query builder: SELECT, INSERT, UPDATE, DELETE, joins, aggregation, subqueries, cross-DB compatibility (MariaDB/PostgreSQL), and migration from raw SQL. Prevents SQL injection and DB-specific bugs. Keywords: frappe.qb, query builder, DocType, Field, pypika, join,, frappe.qb example, how to write query, join tables, SQL replacement, parameterized query. aggregate, ImportMapper, cross-database, parameterized query.
-
datasciencemonkey Bundle Databricks DbsqlDatabricks SQL (DBSQL) advanced features and SQL warehouse capabilities. This skill MUST be invoked when the user mentions: "DBSQL", "Databricks SQL", "SQL warehouse", "SQL scripting", "stored procedure", "CALL procedure", "materialized view", "CREATE MATERIALIZED VIEW", "pipe syntax", "|>", "geospatial", "H3", "ST_", "spatial SQL", "collation", "COLLATE", "ai_query", "ai_classify", "ai_extract", "ai_gen", "AI function", "http_request", "remote_query", "read_files", "Lakehouse Federation", "recursive CTE", "WITH RECURSIVE", "multi-statement transaction", "temp table", "temporary view", "pipe operator". SHOULD also invoke when the user asks about SQL best practices, data modeling patterns, or advanced SQL features on Databricks.
-
datasciencemonkey Bundle Databricks GenieCreate and query Databricks Genie Spaces for natural language SQL exploration. Use when building Genie Spaces or asking questions via the Genie Conversation API.
-
datasciencemonkey Bundle Databricks App PythonBuilds Python-based Databricks applications using Dash, Streamlit, Gradio, Flask, FastAPI, or Reflex. Handles OAuth authorization (app and user auth), app resources, SQL warehouse and Lakebase connectivity, model serving integration, and deployment. Use when building Python web apps, dashboards, ML demos, or REST APIs for Databricks, or when the user mentions Streamlit, Dash, Gradio, Flask, FastAPI, Reflex, or Databricks app.
-
datasciencemonkey Bundle Databricks Agent BricksCreate and manage Databricks Agent Bricks: Knowledge Assistants (KA) for document Q&A, Genie Spaces for SQL exploration, and Supervisor Agents (MAS) for multi-agent orchestration. Use when building conversational AI applications on Databricks.
-
datasciencemonkey Bundle Databricks Metric ViewsUnity Catalog metric views: define, create, query, and manage governed business metrics in YAML. Use when building standardized KPIs, revenue metrics, order analytics, or any reusable business metrics that need consistent definitions across teams and tools.
-
wfukatsu-architecture-redesign-agent 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。
-
datasciencemonkey Skill Databricks Aibi DashboardsCreate Databricks AI/BI dashboards. CRITICAL: You MUST test ALL SQL queries via execute_sql BEFORE deploying. Follow guidelines strictly.
-
adelaidasofia Bundle Ingest HealthUse when the user says /ingest-health, asks to import, sync, ingest, or load Apple Health / Apple Watch / HealthKit data, has a fresh export.zip from the iPhone Health app, a Simple Health Export CSV folder, or a Health Auto Export TCP live feed, or when health-mcp queries return empty because no data was ever imported. Not for querying existing health data (health-mcp tools do that) or non-Apple wearables (Garmin, Whoop, Oura).
-
langwatch Skill Lwql ChartsAuthor a saved analytics chart from a plain question and place it on a dashboard. Discovers the LangWatchQL analytics schema, writes and test-runs the SQL, saves it as a chart with a Vega-Lite specification, and places it where the team already looks. Use when asked to build, save, run, or dashboard a metric or chart.
-
akaihola Bundle Ecb RatesFetch USD/EUR currency exchange rates from European Central Bank (ECB) and save to CSV. Provides 2025 rates and conversion guidance.
-
greenmamba29 Skill Airtable EtlExtracts, transforms and loads data between Airtable bases and external systems. Use for Airtable data migrations, exports, and integrations.
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 aikido-triage, ingest-health, inbox-zero-api. 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.