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SkillsMP has collected 12 skills from Pupfish-LLC/qlik-toolkit. Open a skill to review its source and details.
Showing 12 of 12 collected skills.
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…
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…
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…
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…
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),…
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…
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…
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…
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…
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…
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…
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…