Data & Analytics

Analyze correlation analyzer operations. Auto-activating skill for Data Analytics. Triggers on: correlation analyzer, correlation analyzer Part of the Data Analytics skill category. Use when analyzing or auditing correlation analyzer. Trigger with phrases like "correlation analyzer", "correlation analyzer", "analyze correlation r".

Configure with complex join helper operations. Auto-activating skill for Data Analytics. Triggers on: complex join helper, complex join helper Part of the Data Analytics skill category. Use when working with complex join helper functionality. Trigger with phrases like "complex join helper", "complex helper", "complex".

Create cohort analysis creator operations. Auto-activating skill for Data Analytics. Triggers on: cohort analysis creator, cohort analysis creator Part of the Data Analytics skill category. Use when working with cohort analysis creator functionality. Trigger with phrases like "cohort analysis creator", "cohort creator", "cohort".

Configure with churn analysis helper operations. Auto-activating skill for Data Analytics. Triggers on: churn analysis helper, churn analysis helper Part of the Data Analytics skill category. Use when working with churn analysis helper functionality. Trigger with phrases like "churn analysis helper", "churn helper", "churn".

Manage chart type recommender operations. Auto-activating skill for Data Analytics. Triggers on: chart type recommender, chart type recommender Part of the Data Analytics skill category. Use when working with chart type recommender functionality. Trigger with phrases like "chart type recommender", "chart recommender", "chart".

Detect anomaly detector operations. Auto-activating skill for Data Analytics. Triggers on: anomaly detector, anomaly detector Part of the Data Analytics skill category. Use when working with anomaly detector functionality. Trigger with phrases like "anomaly detector", "anomaly detector", "anomaly".

Configure with aggregation helper operations. Auto-activating skill for Data Analytics. Triggers on: aggregation helper, aggregation helper Part of the Data Analytics skill category. Use when working with aggregation helper functionality. Trigger with phrases like "aggregation helper", "aggregation helper", "aggregation".

Analyze ab test analyzer operations. Auto-activating skill for Data Analytics. Triggers on: ab test analyzer, ab test analyzer Part of the Data Analytics skill category. Use when writing or running tests. Trigger with phrases like "ab test analyzer", "ab analyzer", "analyze ab test r".

Build usage analytics and reporting for Kling AI. Use when tracking generation patterns, analyzing costs, or creating dashboards. Trigger with phrases like 'klingai analytics', 'kling ai usage report', 'klingai metrics', 'video generation stats'.

Norsk offisiell statistikk fra SSB via PxWebApi v2. Bruk ALLTID når noen spør om norske tall, statistikk, befolkning, KPI, inflasjon, arbeidsledighet, lønn, priser, BNP, økonomi, handel, eksport, import, utdanning, helse, bolig, kostra, kommune- eller fylkesdata, eller nevner SSB, Statistisk sentralbyrå eller Statistikkbanken. Trigger på "finn tall på", "hvor mange bor i", "KPI siste år", "befolkningsvekst", "prisindeks", "boligpriser" og lignende. Also trigger on "Norwegian statistics", "pop...

Visualiser norsk statistikk i SSBs offisielle stil. Bruk denne skillen ALLTID når SSB-data skal presenteres som diagram, graf, chart, tabell, dashboard eller visuell fremstilling. Trigger på fraser som "vis dette som graf", "lag et diagram", "lag en figur" "visualiser SSB-dataene", "plot befolkningsutviklingen", "lag en tidsserie", "vis dette som søylediagram", "dashboard med SSB-tall", "kakediagram over", eller når SSB-data allerede er hentet og brukeren ber om visuell presentasjon. Bruk sam...

Access official statistics from any PxWebApi v2 installation. Use when querying statistical databases from national statistical institutes running PxWebApi v2. Trigger on "PxWeb", "PxWebApi", "statistical database", "Statistikdatabasen", "Statistics Latvia", "stat.gov.lv", or similar generic references. For Norwegian (SSB) or Swedish (SCB) statistics specifically, prefer the dedicated `ssb-pxwebapi-v2` or `scb-pxwebapi-v2` skills which include agency-specific examples and table catalogs. Cove...

NOT an entrypoint -- pr-preflight calls this for the write-up step; use pr-preflight for a fresh 'write/make/open a PR' request. Invoke this directly only to redo the write-up on a PR that already exists. Composes a PR body as a pitch that answers the unknowns a reviewer arrives with, with the branch's decisions, provenance, and paths-not-taken folded into collapsed accordions below it, while evicting those files from the repo.

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

Review or change FieldWorks UI wiring — app-setting and PropertyTable routing, mediator notifications, current-content switching, host replacement, preview-vs-product boundaries, and the global legacy-vs-Avalonia UI selection. Use whenever a change touches which UI host is active, how a setting reaches a screen, RecordEditView/currentContentControl routing, save/PrepareToGoAway paths, or fallback behavior — even if the diff looks like a one-line settings change.

Check that new or changed FieldWorks code is actually exercised by tests, using test.ps1 -Coverage. Use whenever writing tests for a change, before claiming a bug fix or feature is covered, or when reviewing whether "tests pass" also means the new logic runs under test.

Review the scope and evidence claims of large FieldWorks migration PRs, OpenSpec changes, and foundational branches. Use when sizing or splitting a branch, judging draft-PR readiness, verifying that checked tasks match their evidence, or whenever a reviewer or author asks whether a migration PR is too big, mixed, or trustworthy.

Review or change FieldWorks managed C# code that crosses the .NET Framework 4.8 / C# 7.3 vs SDK-style net8 boundary: project files, language-feature compatibility, test discovery across both runtimes, UI-thread marshaling, and deterministic disposal. Use whenever a change touches a .csproj, adds C# to an unfamiliar project, moves code between net48 and net8 projects, or changes test runners — even if the compile passes locally.

Review or change FieldWorks user-facing strings: LocalizationManager/XLIFF and legacy .resx resources, localization keys, the StringTable strategy for XML-configuration labels, Crowdin-facing assets, and localization-sensitive automation metadata. Use whenever a change adds or edits any user-visible text in WinForms or Avalonia, adds a new UI project, touches resource files, or claims localization parity — even for a single new label or error message.

The FieldWorks code-comment standard for C#, C/C++, IDL, PowerShell, and project-file/Avalonia-view XML comments. Use whenever writing or editing a comment anywhere in this repository -- new code, refactors, or comment audits, in .cs, .cpp/.h, .idl, .ps1, .csproj/.vcxproj/.props/.targets, or .axaml alike. Covers doc-comment contracts, banned content categories, the 200-character cap on implementation comments, legacy references, XML doc tags, and XML-doc placement.

Keep a FieldWorks dialog's WinForms (old) and Avalonia (new) implementations in sync whenever either is changed. Use whenever you add, edit, or review a control, field, button, validation rule, apply-order step, or string in a dialog that exists in BOTH a WinForms form (e.g. LexOptionsDlg) and its Avalonia replacement (e.g. LexOptionsDlgView + AvaloniaOptionsDialogLauncher) — even for a one-line change. Also use before claiming a migrated dialog is at parity, and when deciding whether a diffe...

MUST use before writing any git commit message in this repository. Covers the gitlint rules CI enforces (title/body length, blank line, trailing punctuation) and how to write a compliant message on the first try.

How to use the classic Aerodrome adapter on Base for market and Sugar reads, route and liquidity quoting, LP and gauge actions, veAERO lock and vote management, and shared reward helpers.

Product analytics rules: calendar spine cross-joins, date boundary caps, event type pivoting, first-run NULL behavior.