Quality Monitor Skill
CommunityTrack data quality, spot issues fast.
Authorfstr21
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Without active monitoring, data quality issues can go unnoticed, leading to unreliable insights, broken downstream processes, and wasted time. This Skill provides immediate visibility into data validation failures, helping you maintain data integrity.
Core Features & Use Cases
- Validation Log Analysis: Queries the MySQL
data_quality_logtable to group errors by data type, severity, and issue type. - Pattern Identification: Identifies recurring validation failures and highlights top problematic fields, helping you prioritize fixes.
- Report Generation: Creates easy-to-read reports in the
reports/directory and displays results in a clear table format. - Use Case: After a pipeline run, use this Skill to quickly check for validation issues, generate a daily quality report, or investigate patterns in historical data failures.
Quick Start
Check data quality for the last 24 hours
python .claude/skills/quality-monitor/scripts/check_quality.py
Dependency Matrix
Required Modules
mysql-connector-pythonrichpython-dotenv
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Quality Monitor Skill Download link: https://github.com/fstr21/sportsbot/archive/main.zip#quality-monitor-skill Please download this .zip file, extract it, and install it in the .claude/skills/ directory.