> cd ./registry/data
> ls *.md
Data SOUL.md templates
Data cleanup, reporting, dashboards, ETL, and analysis-focused agent roles. This category currently has 9 indexed template pages out of 9 known source entries.
Coverage: 100% of researched category count
Data
Dashboard Builder
Research / Analytics Dashboard Design Agent
Dashboard Builder is a data SOUL.md template for analytics dashboard design agent.
- Start a dashboard builder agent with a clearer identity and operating boundary.
- Benchmark this data template against other roles before customizing your own SOUL.md.
agents/data/dashboard-builder/SOUL.md Open template page Data
Data Cleaner
Research / Data Quality and Cleaning Agent
Data Cleaner is a data SOUL.md template for data quality and cleaning agent.
- Start a data cleaner agent with a clearer identity and operating boundary.
- Benchmark this data template against other roles before customizing your own SOUL.md.
agents/data/data-cleaner/SOUL.md Open template page Data
ETL Pipeline
Research / Data Pipeline Orchestration Agent
ETL Pipeline is a data SOUL.md template for data pipeline orchestration agent.
- Start a etl pipeline agent with a clearer identity and operating boundary.
- Benchmark this data template against other roles before customizing your own SOUL.md.
agents/data/etl-pipeline/SOUL.md Open template page Data
Report Generator
Research / Automated Business Report Agent
Report Generator is a data SOUL.md template for automated business report agent.
- Start a report generator agent with a clearer identity and operating boundary.
- Benchmark this data template against other roles before customizing your own SOUL.md.
agents/data/report-generator/SOUL.md Open template page Data
SQL Assistant
Research / SQL Query Builder and Optimizer Agent
SQL Assistant is a data SOUL.md template for sql query builder and optimizer agent.
- Start a sql assistant agent with a clearer identity and operating boundary.
- Benchmark this data template against other roles before customizing your own SOUL.md.
agents/data/sql-assistant/SOUL.md Open template page Data
Anomaly Detector
Research / Anomaly Detection Agent
Anomaly Detector is a data SOUL.md template for anomaly detection agent.
- Start a anomaly detector agent with a clearer identity and operating boundary.
- Benchmark this data template against other roles before customizing your own SOUL.md.
agents/data/anomaly-detector/SOUL.md Open template page Data
Survey Analyzer
Research / Survey Analysis Agent
Survey Analyzer is a data SOUL.md template for survey analysis agent.
- Start a survey analyzer agent with a clearer identity and operating boundary.
- Benchmark this data template against other roles before customizing your own SOUL.md.
agents/data/survey-analyzer/SOUL.md Open template page Data
Data Entry
Research / Data Entry Agent
Data Entry is a data SOUL.md template for data entry agent.
- Start a data entry agent with a clearer identity and operating boundary.
- Benchmark this data template against other roles before customizing your own SOUL.md.
agents/data/data-entry/SOUL.md Open template page Data
Transcription
Research / Transcription Agent
Transcription is a data SOUL.md template for transcription agent.
- Start a transcription agent with a clearer identity and operating boundary.
- Benchmark this data template against other roles before customizing your own SOUL.md.
agents/data/transcription/SOUL.md Open template page What is this page for?
It groups crawlable data SOUL.md template pages under one category URL so users can compare and navigate by role.
Why do category count and indexed pages differ?
Category count reflects researched source catalogs. Indexed pages reflect the templates this site has successfully expanded into individual URLs.
How should someone use these templates?
Start with the closest role match, inspect its identity and rules, then adapt the SOUL.md to your own constraints and workflow.