How does the skill help in fixing failed tests?

It analyzes the failure reason (e.g., a regex mismatch or a non-unique value) and provides specific SQL or logic suggestions to remediate the underlying data issue.

Does it provide a visual summary of results?

The skill generates a structured text-based report including pass rates, total test counts, and a categorized breakdown of all warnings and failures.

Does this skill require the dbt-expectations package?

While the skill is highly optimized for dbt-expectations, it can analyze any standard dbt test output by reading the generated run_results.json file.

Can I run tests for a specific model only?

Yes, you can instruct Claude to run tests for specific models, schemas, or tags using standard dbt selection syntax through this skill.

dbt Data Quality Runner

Name: dbt Data Quality Runner
Author: nerver111

bynerver111

0•

安全与测试

Automates data quality testing and results analysis using dbt and dbt-expectations to maintain high-integrity data pipelines.

The dbt-quality-rule-runner skill enables Claude to manage and execute comprehensive data validation workflows within dbt projects. By running test suites and programmatically analyzing the resulting run_results.json and catalog files, the skill identifies specific data discrepancies such as uniqueness violations, null values, or schema mismatches. It provides intelligent summaries of test coverage, groups failures by model or error type, and offers actionable remediation steps, making it an essential tool for data engineers focused on maintaining reliable and trustworthy data architectures.

主要功能

01Comprehensive support for dbt-expectations validation rules

02Intelligent grouping of errors by model and test category

030 GitHub stars

04Automated execution of full or selective dbt test suites

05Automated fix recommendations for common data quality issues

06Deep analysis of run_results.json for detailed failure reporting

使用场景

01Monitoring project-wide test coverage and pass rates for stakeholders

02Debugging specific test failures in development or staging environments

03Validating data integrity after complex model transformations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nerver111/git-skill-test dbt-quality-rule-runner

For use in Claude.ai and ChatGPT

主要功能

01Comprehensive support for dbt-expectations validation rules

02Intelligent grouping of errors by model and test category

030 GitHub stars

04Automated execution of full or selective dbt test suites

05Automated fix recommendations for common data quality issues

06Deep analysis of run_results.json for detailed failure reporting

使用场景

01Monitoring project-wide test coverage and pass rates for stakeholders

02Debugging specific test failures in development or staging environments

03Validating data integrity after complex model transformations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nerver111/git-skill-test dbt-quality-rule-runner

For use in Claude.ai and ChatGPT