refactor: rename command files for namespace consistency

BREAKING CHANGE: All generic command names now prefixed with plugin namespace.
See CHANGELOG.md v7.0.0 for complete rename map.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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2026-02-03 21:07:18 -05:00
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# /profile - Data Profiling
## Skills to Load
- skills/data-profiling.md
- skills/mcp-tools-reference.md
- skills/visual-header.md
## Visual Output
Display header: `DATA-PLATFORM - Data Profile`
## Usage
```
/profile <data_ref>
```
## Workflow
Execute `skills/data-profiling.md` profiling workflow:
1. **Get data reference**: Use `list_data` if none provided
2. **Generate profile**: Use `describe` for statistics
3. **Quality assessment**: Identify null columns, potential issues
4. **Report**: Statistics, types, memory usage, quality score
## Examples
```
/profile sales_data
/profile df_a1b2c3d4
```
## Required MCP Tools
- `describe` - Get statistical summary
- `head` - Preview first rows
- `list_data` - List available DataFrames