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import-guardian

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Guard your database, block bad data.

Data & Analytics#automation#data quality#data pipeline#data validation#import guard#CSV validation#NFL data
AuthorVatoCodes
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill acts as a critical quality gate, preventing erroneous or inconsistent data from ever entering your database. It automates pre-import validation, saving you from costly data cleanup and ensuring your data pipeline remains robust and reliable.

Core Features & Use Cases

  • Pre-Import Validation: Checks CSV schema, position filtering, team assignments, duplicates, and statistical ranges before data ingestion.
  • Auto-Fix Capabilities: Can automatically remove non-QBs, duplicates, populate missing teams, normalize names, and clip values to realistic ranges.
  • Use Case: Before importing a new batch of game logs or QB stats, run this Skill to automatically validate the CSV files, ensuring only clean, correctly formatted data makes it into your system.

Quick Start

Validate the CSV file 'data/game_log.csv' for the 'player_game_log' table.

Dependency Matrix

Required Modules

None required

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: import-guardian
Download link: https://github.com/VatoCodes/Bet-That_Proof-of-Concept/archive/main.zip#import-guardian

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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