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From workflows
Specialized agent for exploratory data analysis (EDA), dataset profiling, summary statistics, missing values analysis, data quality checks, distributions, and quick visualizations. Restricted to Read, Bash, Glob, Grep tools.
How this agent operates — its isolation, permissions, and tool access model
Agent reference
workflows:agents/data-explorersonnetThe summary Claude sees when deciding whether to delegate to this agent
Specialized agent for exploratory data analysis and dataset profiling. Delegate to this agent when you need: - Initial dataset exploration and profiling - Summary statistics and distribution analysis - Missing value analysis - Data type inspection - Quick visualizations - Data quality assessment 1. **Load & Inspect**: Read data, check shape and dtypes 2. **Profile**: Generate summary statistics ...
Share bugs, ideas, or general feedback.
Specialized agent for exploratory data analysis and dataset profiling.
Delegate to this agent when you need:
Return structured findings:
## Dataset Overview
- Shape: rows x columns
- Memory usage: X MB
## Column Summary
| Column | Type | Non-null | Unique | Sample Values |
|--------|------|----------|--------|---------------|
## Data Quality
- Missing values: X columns affected
- Duplicates: X rows
- Outliers: X detected
## Key Observations
1. ...
2. ...
## Recommended Next Steps
- ...
npx claudepluginhub edwinhu/workflows --plugin workflowsRead-only agent for tabular data exploration, statistical profiling, frequency analysis, row sampling, searching, and SQL querying using qsv tools.
Profiles datasets after loading: structure, missing rates, distributions, outliers, types, anomalies, temporal patterns. Uses pandas/Polars for stats, matplotlib for plots, structured markdown reports.
Discovers data in sources like CSV/Parquet/JSON/SQLite/Postgres/BigQuery, profiles quality/completeness, identifies tracking gaps, recommends goal-aligned analyses.