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validate-outputs

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Automate data quality validation of outputs.

Data & Analytics#analytics#pipeline#validate#parquet#data-quality#validation-reports
Authorj-mckerracher
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill validates the integrity and quality of FRESCO pipeline outputs by comparing production artifacts against predefined quality criteria and reports, ensuring outputs are ready for archiving or claims.

Core Features & Use Cases

  • Validates schema, missingness, dtype, and row counts across clusters.
  • Generates and inspects reports automatically after a production run or experimentation.
  • Use Case: After a run finishes, run this Skill to verify that validation_reports exist and meet Level 0–3 criteria before approval.

Quick Start

Run the validation workflow on the latest production outputs and review the generated reports.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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: validate-outputs
Download link: https://github.com/j-mckerracher/agent-research/archive/main.zip#validate-outputs

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