lmiranda
71f1f3239a
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>
39 lines
749 B
Markdown
39 lines
749 B
Markdown
# /profile - Data Profiling
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## Skills to Load
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- skills/data-profiling.md
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- skills/mcp-tools-reference.md
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- skills/visual-header.md
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## Visual Output
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Display header: `DATA-PLATFORM - Data Profile`
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## Usage
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```
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/profile <data_ref>
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```
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## Workflow
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Execute `skills/data-profiling.md` profiling workflow:
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1. **Get data reference**: Use `list_data` if none provided
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2. **Generate profile**: Use `describe` for statistics
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3. **Quality assessment**: Identify null columns, potential issues
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4. **Report**: Statistics, types, memory usage, quality score
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## Examples
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```
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/profile sales_data
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/profile df_a1b2c3d4
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```
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## Required MCP Tools
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- `describe` - Get statistical summary
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- `head` - Preview first rows
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- `list_data` - List available DataFrames
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