Pupfish-LLC/qlik-toolkit

qlik-load-script

Script syntax reference, QVD optimization, incremental load patterns (insert-only, insert/update, insert/update/delete, dual-timestamp for SCD2), JOIN/KEEP prefixes, ApplyMap patterns, CROSSTABLE, master calendar generation, variable definitions, error…

原文语言：英语

qlik-review-checklist

Catalog of failure classes that appear in Qlik Sense development artifacts, with severity model and finding-format contract. Covers script syntax errors, data model integrity issues (synthetic keys, circular references, grain misalignment), naming convention…

原文语言：英语

qlik-expressions

Set analysis syntax and patterns ({1}, {$}, element-set arithmetic, P()/E(), $(=...) modifiers), aggregation functions, TOTAL qualifier usage, Aggr() patterns, conditional expressions, null handling in expressions, dollar-sign expansion timing, expression…

原文语言：英语

qlik-data-modeling

Star schema design, key resolution (natural/composite/hash/AutoNumber), synthetic key prevention, circular reference resolution, QVD layer architecture, multi-app patterns (single app, generator/consumer, extract-transform-model-UI, binary load), source…

原文语言：英语

qlik-naming-conventions

This skill should be used when naming, renaming, prefixing, aliasing, or mapping any Qlik Sense field, table, variable, or expression. Covers entity-prefix dot notation for non-key fields, key field conventions (% prefix, _key suffix, HidePrefix, HideSuffix),…

原文语言：英语

qlik-project-scaffold

Qlik project directory layout convention for Claude-Code workflows: data-sources, scripts, qvds, documentation, tests directories with per-directory rationale and starter README templates. Cross-platform PowerShell + Bash scaffolding scripts that are…

原文语言：英语

data-quality-validator

Post-load data quality validation patterns for Qlik Sense. Provides query templates for null-rate analysis, referential integrity checks, value distribution analysis, row-count validation, orphaned-record detection, sparse-field identification, and…

原文语言：英语

qlik-platform-discovery

Brownfield Qlik platform discovery: subroutine identification and limitation patterns from existing .qvs scripts, naming-convention variations (entity-prefix dot vs underscore vs camelCase; dim_/fact_ vs hub_/sat_/lnk_ vs Map_), connection conventions, QVD…

原文语言：英语

qlik-visualization

Chart type selection with decision criteria based on data relationships, sheet layout patterns on the Qlik Sense responsive grid, responsive design behavior, color and formatting standards including accessibility-safe palettes, filter pane and listbox design…

原文语言：英语

source-profiler

Data source profiling for Qlik development. When MCP or direct database access is available, provides query templates and procedures to assess source schemas, field types, cardinality, null rates, sample values, and data quality indicators. When live access…

原文语言：英语

qlik-performance

Performance optimization for Qlik Sense: memory optimization (field types, dual values, symbolic keys, data volume estimation), script load optimization (QVD optimized load rules, preceding LOAD, redundant disk reads), expression calculation optimization…

原文语言：英语

qlik-cloud-mcp

Capability registry for the Qlik Cloud MCP server: maps MCP tools to development tasks, provides MCP detection patterns, documents behavioral gotchas not covered by tool definitions, and defines multi-step workflows for expression validation, reference app…

原文语言：英语