Files
leo-claude-mktplace/plugins/data-platform/commands/data-quality.md
lmiranda 7c8a20c804 refactor: extract skills from commands across 8 plugins
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>
2026-01-30 17:32:24 -05:00

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:

  1. Get data reference: Use list_data if none provided
  2. Run quality checks: Nulls, duplicates, types, outliers
  3. Calculate score: Apply weighted scoring formula
  4. 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 summary
  • head - Preview data
  • list_data - List available DataFrames