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source-profiler

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更新时间2026年3月1日 05:38

Data source profiling capability for Qlik development. When MCP connections are available, provides query templates and profiling procedures to assess source schemas, field types, cardinality, null rates, sample values, and data quality indicators. When MCP is unavailable, generates a structured Source Profile Template for manual completion. Includes source architecture classification (annotating tables with architectural role, key structure, mutability, incremental load pattern, and consumption implications). Load during requirements gathering or source profiling phases.

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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

文件资源管理器

3 个文件

SKILL.md

readonly

name

source-profiler

description

For the structured source profile template (for manual completion when MCP is unavailable), read profile-template.md in this skill directory. For source architecture classification reference, read architecture-classification.md in this skill directory.

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data-quality-validator

Pupfish-LLC/qlik-claude-framework

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.

2026-03-012

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.

2026-03-012

qlik-data-modeling

Pupfish-LLC/qlik-claude-framework

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.

2026-03-012

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.

2026-03-012

qlik-expressions

Pupfish-LLC/qlik-claude-framework

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.

2026-03-012

qlik-load-script

Pupfish-LLC/qlik-claude-framework

Script syntax reference, QVD optimization, incremental load patterns (insert-only, insert/update, insert/update/delete, dual-timestamp for SCD2), master calendar generation, variable definitions, error handling, logging patterns, null handling patterns, diagnostic and validation patterns, subroutine integration, and platform gotchas (SET vs LET, dollar-sign expansion timing, SET variable comma limitation). Load when writing or reviewing Qlik load scripts.

2026-03-012

name

source-profiler

description