des-data-quality
CommunityDefine explicit, gate-ready data quality rules.
Data & Analytics#data quality#quality gates#validation rules#evidence planning#data contract#freshness SLA#workflow handoff
AuthorDKSang
Version1.0.0
Installs0
System Documentation
What problem does it solve?
DES-SKILL prevents data engineering teams from shipping pipelines with unclear quality expectations by forcing quality dimensions, rules, thresholds, severity, ownership, evidence, and release/CI/CD gate candidates to be defined before implementation.
Core Features & Use Cases
- Quality design specification: Produces a structured Data Quality Specification covering Bronze, Silver, Gold, contract-aligned outputs, and serving outputs.
- Risk-based quality rule framework: Defines quality scope, non-scope, dimensions, rule inventory, dataset-to-rule mapping, and layer-specific boundaries with severity and failure handling.
- Operational readiness via evidence and handoff: Creates Phase 14 artifacts (support plan, evidence pack, revision notes, done gate, and Phase 14→15 handoff) so Phase 15 can orchestrate/observe quality without guessing.
Quick Start
Use des-data-quality when Phase 13 transformation design and Phase 13→14 handoff are available, to draft your Phase 14 data quality specification for contracted P1 outputs.
Dependency Matrix
Required Modules
None requiredComponents
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: des-data-quality Download link: https://github.com/DKSang/DES-SKILL/archive/main.zip#des-data-quality Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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