Data

Skills (10)

• Skill analyze

  Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or preparing a formal…

  Any agent

  npx skills add anthropics/knowledge-work-plugins --skill analyze

• Skill build-dashboard

  Build an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results into a shareable self-contained report, building a…

  Any agent

  npx skills add anthropics/knowledge-work-plugins --skill build-dashboard

• Skill create-viz

  Create publication-quality visualizations with Python. Use when turning query results or a DataFrame into a chart, selecting the right chart type for a trend or comparison, generating a plot for a…

  Any agent

  npx skills add anthropics/knowledge-work-plugins --skill create-viz

• Skill data-context-extractor

  Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context skill", "Set up data analysis for our…

  Any agent

  npx skills add anthropics/knowledge-work-plugins --skill data-context-extractor

• Skill data-visualization

  Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or…

  Any agent

  npx skills add anthropics/knowledge-work-plugins --skill data-visualization

• Skill explore-data

  Profile and explore a dataset to understand its shape, quality, and patterns. Use when encountering a new table or file, checking null rates and column distributions, spotting data quality issues…

  Any agent

  npx skills add anthropics/knowledge-work-plugins --skill explore-data

• Skill sql-queries

  Write correct, performant SQL across all major data warehouse dialects (Snowflake, BigQuery, Databricks, PostgreSQL, etc.).

  Any agent

  npx skills add anthropics/knowledge-work-plugins --skill sql-queries

• Skill statistical-analysis

  Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing. Use when analyzing distributions, testing for significance, detecting anomalies…

  Any agent

  npx skills add anthropics/knowledge-work-plugins --skill statistical-analysis

• Skill validate-data

  QA an analysis before sharing -- methodology, accuracy, and bias checks. Use when reviewing an analysis before a stakeholder presentation, spot-checking calculations and aggregation logic, verifying…

  Any agent

  npx skills add anthropics/knowledge-work-plugins --skill validate-data

• Skill write-query

  Write optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and aggregations, optimizing a query…

  Any agent

  npx skills add anthropics/knowledge-work-plugins --skill write-query

From Anthropic's public plugin directory, read on 2026-10-15. Find a skill by task.