des-provero-validation
CommunityTurn DES expectations into Provero evidence
Data & Analytics#data quality#evidence pack#airflow integration#provero#validation suites#contract diff#anomaly monitoring
AuthorDKSang
Version1.0.0
Installs0
System Documentation
What problem does it solve?
DES quality expectations often stay as intent rather than becoming executable, repeatable validation evidence that gates project phases and drives done decisions.
Core Features & Use Cases
- Executable Provero check suites: Convert DES expectations (source profiling, Bronze/Silver/Gold validation, contract/SLA checks, and monitoring) into a Provero configuration that can be run and reported.
- Evidence packs for phase gates: Produce structured outputs for suite planning, evidence collection, historical baselines, anomaly detection, and Done Gate recommendations.
- Workflow integration: Support CI-style validation and scheduled validation using Airflow, including evidence and alerting expectations.
- dbt interoperability decisions: Decide when model-level checks should be exported to dbt versus staying as Provero validations.
Quick Start
Use des-provero-validation to design and run a Provero check suite for your Bronze/Silver/Gold dataset, then collect the evidence artifact for the matching DES phase.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: des-provero-validation Download link: https://github.com/DKSang/DES-SKILL/archive/main.zip#des-provero-validation Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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