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qlik-cloud

// Complete Qlik Cloud analytics platform integration with 37 tools. Health checks, search, app management, reloads, natural language queries (Insight Advisor), automations, AutoML, Qlik Answers AI, data alerts, spaces, users, licenses, data files, and lineage. Use when user asks about Qlik, Qlik Cloud

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updated:March 4, 2026
SKILL.mdreadonly
SKILL.md Frontmatter
nameqlik-cloud
descriptionComplete Qlik Cloud analytics platform integration with 37 tools. Health checks, search, app management, reloads, natural language queries (Insight Advisor), automations, AutoML, Qlik Answers AI, data alerts, spaces, users, licenses, data files, and lineage. Use when user asks about Qlik, Qlik Cloud, Qlik Sense apps, analytics dashboards, data reloads, or wants to query business data using natural language.

Qlik Cloud Skill

Complete OpenClaw integration for Qlik Cloud — 37 tools covering the full platform.

Setup

Add credentials to TOOLS.md:

### Qlik Cloud
- Tenant URL: https://your-tenant.region.qlikcloud.com
- API Key: your-api-key-here

Get an API key: Qlik Cloud → Profile icon → Profile settings → API keys → Generate new key

⚡ When to Use What

You Want...Use ThisExample
Actual data values (KPIs, numbers, trends)qlik-insight.sh"what is total sales", "which store has lowest stock"
App structure (field names, tables)qlik-app-fields.shUnderstanding data model
Refresh dataqlik-reload.shTrigger reload before querying
Find appsqlik-search.sh or qlik-apps.shLocate app by name

🚨 Decision Tree:

User asks about data (numbers, KPIs, trends)?
  └─ YES → Use qlik-insight.sh
           └─ Response has 'narrative' or 'data'? 
              └─ YES → Return the results
              └─ NO → Try rephrasing, check drillDownLink
  └─ NO (structure/metadata) → Use qlik-app-fields.sh

Key insight: qlik-app-fields.sh returns metadata (structure), NOT actual data. To get real numbers, always use qlik-insight.sh (Insight Advisor).

Quick Reference

All scripts: QLIK_TENANT="https://..." QLIK_API_KEY="..." bash scripts/<script>.sh [args]

Core Operations

ScriptDescriptionArgs
qlik-health.shHealth check / connectivity test
qlik-tenant.shGet tenant & user info
qlik-search.shSearch all resources (returns resourceId)"query"
qlik-license.shLicense info & usage

Apps

ScriptDescriptionArgs
qlik-apps.shList apps (supports space filtering)[--space personal|spaceId] [--limit n]
qlik-app-get.shGet app details<app-id>
qlik-app-create.shCreate new app"name" [space-id] [description]
qlik-app-delete.shDelete app<app-id>
qlik-app-fields.shGet fields & tables (metadata only, not data values)<app-id>
qlik-app-lineage.shGet app data sources<app-id>

Reloads

ScriptDescriptionArgs
qlik-reload.shTrigger app reload<app-id>
qlik-reload-status.shCheck reload status<reload-id>
qlik-reload-cancel.shCancel running reload<reload-id>
qlik-reload-history.shApp reload history<app-id> [limit]
qlik-reload-failures.shRecent failed reloads[days] [limit]

Monitoring

ScriptDescriptionArgs
qlik-duplicates.shFind duplicate apps (same name)[limit]

Insight Advisor ⭐ (Natural Language Queries)

ScriptDescriptionArgs
qlik-insight.shAsk questions in plain language, get real data values back"question" [app-id]

This is the primary tool for getting actual data! Ask naturally:

  • "what is total sales"
  • "which stores have lowest availability"
  • "show stock count by region"
  • "items predicted out of stock"

Important:

  1. Use resourceId (UUID format) from search results — NOT the item id

  2. Check response for narrative and/or data — If both missing, try rephrasing

  3. For data questions, use insight.sh NOT fields.shfields.sh = metadata, insight.sh = actual values

Users & Governance

ScriptDescriptionArgs
qlik-users-search.shSearch users"query" [limit]
qlik-user-get.shGet user details<user-id>
qlik-spaces.shList all spaces (shared, managed, data)[limit]

⚠️ Personal Space

Personal space is VIRTUAL in Qlik Cloud — it does NOT appear in the /spaces API!

# ❌ WRONG: qlik-spaces.sh will NOT show personal space
bash scripts/qlik-spaces.sh

# ✅ CORRECT: Use qlik-apps.sh with --space personal
bash scripts/qlik-apps.sh --space personal

Space types in Qlik Cloud:

  • personal — Virtual, user's private apps (use --space personal)
  • shared — Team collaboration spaces
  • managed — Governed spaces with publishing workflow
  • data — Data storage spaces

Data Files & Lineage

ScriptDescriptionArgs
qlik-datafiles.shList uploaded data files[space-id] [limit]
qlik-datafile.shGet data file details<file-id>
qlik-datasets.shList managed datasets*[space-id] [limit]
qlik-dataset-get.shGet managed dataset details*<dataset-id>
qlik-lineage.shData lineage graph<secure-qri> [direction] [levels]

*Managed datasets are available in Qlik Cloud.

Automations

ScriptDescriptionArgs
qlik-automations.shList automations[limit]
qlik-automation-get.shGet automation details<automation-id>
qlik-automation-run.shRun automation<automation-id>
qlik-automation-runs.shAutomation run history<automation-id> [limit]

AutoML

ScriptDescriptionArgs
qlik-automl-experiments.shList ML experiments[limit]
qlik-automl-experiment.shExperiment details<experiment-id>
qlik-automl-deployments.shList ML deployments[limit]

Qlik Answers (AI Assistant)

ScriptDescriptionArgs
qlik-answers-assistants.shList AI assistants[limit]
qlik-answers-ask.shAsk assistant a question<assistant-id> "question" [thread-id]

Data Alerts

ScriptDescriptionArgs
qlik-alerts.shList data alerts[limit]
qlik-alert-get.shGet alert details<alert-id>
qlik-alert-trigger.shTrigger alert evaluation<alert-id>

Example Workflows

Check Environment

bash scripts/qlik-health.sh
bash scripts/qlik-tenant.sh
bash scripts/qlik-license.sh

Find and Query an App

# Search returns resourceId (UUID) — use this for all app operations
bash scripts/qlik-search.sh "Sales"
# Output: { "resourceId": "950a5da4-0e61-466b-a1c5-805b072da128", ... }

# Use the resourceId for app operations
bash scripts/qlik-app-get.sh "950a5da4-0e61-466b-a1c5-805b072da128"
bash scripts/qlik-app-fields.sh "950a5da4-0e61-466b-a1c5-805b072da128"
bash scripts/qlik-insight.sh "What were total sales last month?" "950a5da4-0e61-466b-a1c5-805b072da128"

See App Data Sources

bash scripts/qlik-app-lineage.sh "950a5da4-0e61-466b-a1c5-805b072da128"
# Returns: QVD files, Excel files, databases, etc.

Reload Management

bash scripts/qlik-reload.sh "abc-123"
bash scripts/qlik-reload-status.sh "reload-id"
bash scripts/qlik-reload-history.sh "abc-123"

Natural Language Queries (Insight Advisor)

# Find apps that match your question
bash scripts/qlik-insight.sh "show me sales trend"

# Query specific app with UUID
bash scripts/qlik-insight.sh "revenue by region" "950a5da4-0e61-466b-a1c5-805b072da128"

Qlik Answers (AI)

# List available AI assistants
bash scripts/qlik-answers-assistants.sh

# Ask a question (creates thread automatically)
bash scripts/qlik-answers-ask.sh "27c885e4-85e3-40d8-b5cc-c3e20428e8a3" "What products do you sell?"

Response Format

All scripts output JSON:

{
  "success": true,
  "data": { ... },
  "timestamp": "2026-02-04T12:00:00Z"
}

Environment Variables

Required credentials (add to TOOLS.md or set as environment variables):

  • QLIK_TENANT — Your tenant URL (e.g., https://company.eu.qlikcloud.com)
  • QLIK_API_KEY — API key from Qlik Cloud profile settings

Cloud-Only Features

The following features are Qlik Cloud exclusive (not available on Qlik Sense Enterprise on Windows):

  • ⚙️ Automations — Low-code workflow automation
  • 🤖 AutoML — Machine learning experiments & deployments
  • 💬 Qlik Answers — AI-powered Q&A assistants
  • 🔔 Data Alerts — Threshold-based notifications
  • 🔗 Lineage (QRI) — Data flow visualization
  • 📊 Managed Datasets — Centralized data management