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data-quality-validator

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更新时间2026年3月1日 05:38

Post-load data quality validation patterns for Qlik development. Provides query templates for null rate analysis, referential integrity checks, value distribution analysis, row count validation, orphaned record detection, sparse field identification, and duplicate detection. Usable by the qa-reviewer when MCP or post-load data access is available. Also provides patterns for embedding validation checks directly into load scripts. Load when performing data quality validation or writing diagnostic scripts.

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Pupfish-LLC

Pupfish-LLC/qlik-claude-framework

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相关职业SOC

基于 SOC 职业分类

数据库架构师计算机与数学类职业·SOC 15-1243

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SKILL.md

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name

data-quality-validator

description

For the complete validation query reference, read validation-queries.md in this skill directory.

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platform-conventions

Pupfish-LLC/qlik-claude-framework

Captures existing platform patterns for brownfield Qlik projects. Provides structured templates for documenting existing app inventory, shared subroutine catalogs, naming convention maps, data connection standards, QVD storage conventions, and organizational coding standards. Used by requirements-analyst during Phase 0 context ingestion and by script-developer during Phase 4 for platform compatibility. Load when ingesting platform context or writing scripts that must integrate with existing platform conventions.

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Star schema patterns, key resolution strategies, synthetic key prevention, QVD layer design, multi-app architecture patterns, source architecture consumption strategies, and associative engine behavior for Qlik Sense data modeling. Load when designing or reviewing data models.

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qlik-deploy

Pupfish-LLC/qlik-claude-framework

Deployment procedures for Qlik Sense Cloud and client-managed environments. Covers app import, data connection setup, task scheduling, security configuration, and environment-specific considerations. Invoke manually with /qlik-deploy when preparing deployment artifacts or runbooks.

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qlik-expressions

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Set analysis syntax and patterns, aggregation functions, TOTAL qualifier usage, Aggr() patterns, conditional expressions, null handling in expressions, dollar-sign expansion, expression performance optimization, and common anti-patterns for Qlik Sense expression development. Load when writing or reviewing Qlik expressions.

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qlik-load-script

Pupfish-LLC/qlik-claude-framework

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qlik-naming-conventions

Pupfish-LLC/qlik-claude-framework

Field naming, variable naming, table naming, expression naming, and file naming standards for Qlik Sense development. Includes cross-layer naming strategy for tracing field names from source through every ETL layer to UI display name. Includes prefix/suffix conventions, reserved words, and correct vs. incorrect examples. Load when writing or reviewing any Qlik artifact.

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