Skills
.Work. You
Rest

Data Quality Triage

Community

Automate record triage based on completeness and confidence

Data & Analytics#data quality#data validation#confidence scoring#record triage#record routing
AuthorTrevorMann
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates the triage of records based on their completeness and confidence signals, streamlining the decision-making process for record routing.

Core Features & Use Cases

  • Record Triage: Automatically route records to 'done', 'needs_review', or 'unsalvageable' based on completeness and confidence signals.
  • Configuration Flexibility: Configure the required fields and confidence signal keys to adapt to different datasets and use cases.
  • Use Case: Imagine you have a large dataset with various fields, and you want to ensure that the data is complete and accurate before proceeding with further processing. Use this Skill to quickly triage the records and identify any potential issues.

Quick Start

Use the Data Quality Triage skill to triage the records in the dataset and determine their route (done, needs_review, unsalvageable).

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: Data Quality Triage
Download link: https://github.com/TrevorMann/AIDataCleansing/archive/main.zip#data-quality-triage

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

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 620,000+ vetted skills library on demand.