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lmiranda 2d51df7a42 feat(marketplace): command consolidation + 8 new plugins (v8.1.0 → v9.0.0) [BREAKING]

Phase 1b: Rename all ~94 commands across 12 plugins to /<noun> <action>
sub-command pattern. Git-flow consolidated from 8→5 commands (commit
variants absorbed into --push/--merge/--sync flags). Dispatch files,
name: frontmatter, and cross-reference updates for all plugins.

Phase 2: Design documents for 8 new plugins in docs/designs/.

Phase 3: Scaffold 8 new plugins — saas-api-platform, saas-db-migrate,
saas-react-platform, saas-test-pilot, data-seed, ops-release-manager,
ops-deploy-pipeline, debug-mcp. Each with plugin.json, commands, agents,
skills, README, and claude-md-integration. Marketplace grows from 12→20.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

2026-02-06 14:52:11 -05:00

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name

name
data quality

/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_data if 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 summary
head - Preview data
list_data - List available DataFrames

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