Refactored commands to extract reusable skills following the Commands → Skills separation pattern. Each command is now <50 lines and references skill files for detailed knowledge. Plugins refactored: - claude-config-maintainer: 5 commands → 7 skills - code-sentinel: 3 commands → 2 skills - contract-validator: 5 commands → 6 skills - data-platform: 10 commands → 6 skills - doc-guardian: 5 commands → 6 skills (replaced nested dir) - git-flow: 8 commands → 7 skills Skills contain: workflows, validation rules, conventions, reference data, tool documentation Commands now contain: YAML frontmatter, agent assignment, skills list, brief workflow steps, parameters Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
996 B
996 B
/data-quality - Data Quality Assessment
Skills to Load
- skills/data-profiling.md
- skills/mcp-tools-reference.md
- skills/visual-header.md
Visual Output
Display header: DATA-PLATFORM - Data Quality
Usage
/data-quality <data_ref> [--strict]
Workflow
Execute skills/data-profiling.md quality assessment:
- Get data reference: Use
list_dataif none provided - Run quality checks: Nulls, duplicates, types, outliers
- Calculate score: Apply weighted scoring formula
- Generate report: Issues and recommendations
Options
| Flag | Description |
|---|---|
--strict |
Stricter thresholds (WARN at 1%, FAIL at 5% nulls) |
Examples
/data-quality sales_data
/data-quality df_customers --strict
Quality Thresholds
See skills/data-profiling.md for detailed thresholds and scoring.
Required MCP Tools
describe- Get statistical summaryhead- Preview datalist_data- List available DataFrames