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engine-pandas-fdd

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Streamline fault detection in pandas DataFrames with YAML rules.

Data & Analytics#data quality#pandas#fault detection#yaml rules#automated validation
Authorbbartling
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates the evaluation of fault detection rules on pandas DataFrames, enabling efficient monitoring and analysis of data quality.

Core Features & Use Cases

  • Rule Evaluation: Loads YAML-based fault detection rules and applies them to pandas DataFrames for validation.
  • Metrics and Flags: Generates boolean flag columns indicating rule pass/fail status, facilitating quick diagnostics.
  • Use Case: Ideal for batch processing sensor data streams to identify anomalies or faults without manual review.

Quick Start

Use the engine-pandas-fdd skill to evaluate fault rules on your pandas DataFrame loaded from a CSV file.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 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: engine-pandas-fdd
Download link: https://github.com/bbartling/open-fdd/archive/main.zip#engine-pandas-fdd

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