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kazumasakawahara
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data-quality-agent

Detect data quality issues in Neo4j databases and generate audit reports.

Updated Feb 21, 2026
Search Tags:#reporting#scheduling#data-integrity#data-quality#neo4j#cypher#db-audit
One-click install
npx skills add https://github.com/kazumasakawahara/nest-support --skill data-quality-agent
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: data-quality-agent
Source: https://github.com/kazumasakawahara/nest-support/tree/main/claude-skills/data-quality-agent
Command: npx skills add https://github.com/kazumasakawahara/nest-support --skill data-quality-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Neo4jデータベースの品質を定期的に監視し、更新期限アラート・データ欠損・陳腐化・スキーマ違反を検出してレポートを生成します。これにより、支援データの信頼性と法的・倫理的準拠を維持します。

Core Features & Use Cases

  • 自動的な更新期限チェックとアラート生成
  • データ欠損・陳腐化・スキーマ違反の検出とレポート作成
  • 月次・週次の定期チェックや会議前データ確認の準備
  • scheduleスキルと連携して自動実行

Quick Start

Run regular data-quality checks on the Neo4j database to generate a Markdown report.

Frequently Asked Questions about data-quality-agent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I monitor Neo4j data quality and detect schema violations?▼

To monitor Neo4j data quality, you need Cypher-based profiling to identify schema violations, missing data, and data aging across client records, producing structured audit reports for governance and risk management.

What is the best way to automate Neo4j database audits for monthly reviews?▼

Automating Neo4j database audits involves scheduling integration that runs periodic checks for deadline alerts and data staleness, generating Markdown reports suitable for monthly reviews and pre-meeting data validation.

Does this Neo4j data quality check require direct database access?▼

Yes, performing these Neo4j data quality checks requires direct database access to execute Cypher queries for profiling client records and related nodes to detect integrity issues.

How do I set up deadline alerts for outdated client records in Neo4j?▼

Setting up deadline alerts for outdated Neo4j client records involves scheduling periodic checks that identify data aging and missing updates, then triggering automated alerts to maintain compliance.

Can I use Cypher profiling to find missing data in a graph database?▼

Yes, you can use Cypher profiling to find missing data by scanning client records and related nodes for schema conformance and data integrity issues, outputting structured audit reports.

What are the limitations of using Cypher for graph database data integrity checks?▼

Using Cypher for graph database data integrity checks is limited to identifying schema conformance and staleness within Neo4j, requiring separate scheduling integration for automated runs and not fixing the detected issues automatically.

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