/plugin:data - Data Analysis Plugin Commands

Enterprise data analysis workflows powered by Anthropic's data plugin.

Usage

/plugin:data <command> [options] [arguments]
/plugin:data --help                  # Show this help
/plugin:data <command> --help        # Command-specific help

Commands

Command	Description	Alias
explore	Exploratory data analysis	/data:explore
visualize	Generate data visualizations	/data:viz
insights	Extract data insights	/data:insights
report	Generate data report	/data:report
query	Natural language to SQL	/data:query
clean	Data cleaning suggestions	/data:clean

Command Details

explore

/plugin:data explore "<dataset path or description>"
/plugin:data explore --help

Options:
  --dataset         Path to dataset file
  --format          Data format: csv, parquet, json, sql
  --sample          Sample size for large datasets
  --profile         Generate data profile report

Example:

/plugin:data explore "data/sales-2025.csv" --profile --sample 10000

visualize

/plugin:data visualize "<data and chart request>"
/plugin:data visualize --help

Options:
  --dataset         Path to data file
  --chart           Chart type: bar, line, scatter, heatmap, histogram
  --x               X-axis column
  --y               Y-axis column
  --group           Grouping column
  --output          Output format: png, svg, html

insights

/plugin:data insights "<dataset or question>"
/plugin:data insights --help

Options:
  --dataset         Path to data file
  --question        Specific question to answer
  --depth           Analysis depth: quick, standard, deep
  --statistical     Include statistical tests

report

/plugin:data report "<report topic>"
/plugin:data report --help

Options:
  --dataset         Data source
  --sections        Report sections: summary, trends, anomalies, recommendations
  --format          Output: markdown, html, pdf
  --audience        Target: technical, executive, general

Example:

/plugin:data report "Q4 Sales Performance" --sections summary,trends,recommendations --audience executive

query

/plugin:data query "<natural language question>"
/plugin:data query --help

Options:
  --database        Target database or schema
  --dialect         SQL dialect: postgres, mysql, bigquery, snowflake
  --explain         Include query explanation
  --optimize        Suggest query optimizations

Example:

/plugin:data query "Show top 10 customers by revenue in Q4" --database sales_db --dialect postgres

clean

/plugin:data clean "<dataset path>"
/plugin:data clean --help

Options:
  --dataset         Path to data file
  --issues          Issues to check: missing, duplicates, outliers, types
  --suggest         Suggest cleaning transformations
  --apply           Apply suggested cleaning

Connectors (Optional)

Connector	Enhancement
Snowflake	Data warehouse queries
BigQuery	GCP analytics
Databricks	Spark analytics
Tableau	Visualization export
Looker	BI integration

CODITECT Enhancements

• Memory Integration: /cxq retrieves past analyses and queries
• Track Alignment: Maps to Track AD (AI/ML Integration)
• Multi-LLM: Routes complex analysis to Opus

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Track: H (Framework Autonomy) Task ID: H.21.16