dqe-quality

dqe-quality: Data Quality Suite for Claude Code

5 skills for data quality directly inside Claude Code. Audit CSVs locally, or run a full end-to-end campaign data quality workflow — email validation, phone validation, deduplication — through the DQE One Server via MCP.

Note: the plugin is named dqe-quality in the marketplace. The GitHub repository is named claude-quality.

Drop a CSV and get a professional audit report. Or go further: connect to the DQE One Server and let Claude Code run the full data quality pipeline on your contact list — validation, deduplication, campaign-ready count — without leaving your terminal.

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Table of Contents

• Who this is for
• Skills overview
• Installation
• Quick start
• dqe-audit — CSV audit report
• dqe-campaign — End-to-end campaign workflow
• dqe-list — Workspace overview
• dqe-dedup — Create a deduplication process
• dqe-run — Run a process
• DQE One Server — MCP setup
• The 6 dimensions
• The reports
• Options
• Output files
• File size handling
• Requirements
• License

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Who this is for

Data engineers and analysts who need a fast, reproducible quality baseline on any CSV before loading it into a pipeline or CRM.

Marketing and campaign teams who need to clean a contact list fast — validate emails, fix phone numbers, remove duplicates — before launching a campaign.

Project managers and consultants who need ready-to-share deliverables — an audit report with actionable next steps and, optionally, an internal treatment plan — without opening a BI tool.

DQE Software teams who audit client data files and need branded, multilingual reports that tie findings directly to DQE service recommendations.

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Skills overview

Skill	Invocation	Requires MCP	Description
dqe-audit	/dqe-quality:dqe-audit <file.csv>	No	Full 6-dimension audit → branded HTML report
dqe-campaign	/dqe-quality:dqe-campaign <file.csv>	Optional	Local audit + server-side email/phone/dedup → campaign-ready count
dqe-list	/dqe-quality:dqe-list	Yes	Workspace overview: processes, runs, files, rulesets
dqe-dedup	/dqe-quality:dqe-dedup	Yes	Guided deduplication process creation
dqe-run	/dqe-quality:dqe-run [name]	Yes	Trigger a process and follow its status

The three MCP skills (dqe-list, dqe-dedup, dqe-run) require a running DQE One Server instance configured as an MCP server. See DQE One Server — MCP setup.

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Installation

Plugin install (recommended — CLI users)

/plugin install dqe-quality

The plugin is registered as dqe-quality in the marketplace. The underlying GitHub repository is DQE-SOFTWARE/claude-quality.

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Desktop app install — Windows (no git required)

Open PowerShell and run:

irm https://raw.githubusercontent.com/DQE-SOFTWARE/claude-quality/main/install-desktop.ps1 | iex

This downloads the skill ZIP from GitHub, extracts it, and copies it to %USERPROFILE%\.claude\skills\. Restart Claude Code desktop when done.

Execution policy error? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned first, then retry.

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Desktop app install — macOS (no git required)

Open Terminal and run:

curl -fsSL https://raw.githubusercontent.com/DQE-SOFTWARE/claude-quality/main/install-desktop.sh | bash

This downloads the skill ZIP from GitHub, extracts it, and copies it to ~/.claude/skills/. Restart Claude Code desktop when done.

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Manual install (CLI / Linux / git users)

git clone --depth 1 https://github.com/DQE-SOFTWARE/claude-quality.git
bash claude-quality/install.sh

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Quick start

# Local audit — English HTML report
/dqe-quality:dqe-audit ~/data/contacts.csv