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 This | Example | |-------------|----------|---------| | 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.sh | Understanding data model | | Refresh data | qlik-reload.sh | Trigger reload before querying | | Find apps | qlik-search.sh or qlik-apps.sh | Locate 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

| Script | Description | Args | |--------|-------------|------| | qlik-health.sh | Health check / connectivity test | — | | qlik-tenant.sh | Get tenant & user info | — | | qlik-search.sh | Search all resources (returns resourceId) | "query" | | qlik-license.sh | License info & usage | — |

Apps

| Script | Description | Args | |--------|-------------|------| | qlik-apps.sh | List apps (supports space filtering) | [--space personal\|spaceId] [--limit n] | | qlik-app-get.sh | Get app details | <app-id> | | qlik-app-create.sh | Create new app | "name" [space-id] [description] | | qlik-app-delete.sh | Delete app | <app-id> | | qlik-app-fields.sh | Get fields & tables (metadata only, not data values) | <app-id> | | qlik-app-lineage.sh | Get app data sources | <app-id> |

Reloads

| Script | Description | Args | |--------|-------------|------| | qlik-reload.sh | Trigger app reload | <app-id> | | qlik-reload-status.sh | Check reload status | <reload-id> | | qlik-reload-cancel.sh | Cancel running reload | <reload-id> | | qlik-reload-history.sh | App reload history | <app-id> [limit] | | qlik-reload-failures.sh | Recent failed reloads | [days] [limit] |

Monitoring

| Script | Description | Args | |--------|-------------|------| | qlik-duplicates.sh | Find duplicate apps (same name) | [limit] |

Insight Advisor ⭐ (Natural Language Queries)

| Script | Description | Args | |--------|-------------|------| | qlik-insight.sh | Ask 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:

Use resourceId (UUID format) from search results — NOT the item id
Check response for narrative and/or data — If both missing, try rephrasing
For data questions, use insight.sh NOT fields.sh — fields.sh = metadata, insight.sh = actual values

Users & Governance

| Script | Description | Args | |--------|-------------|------| | qlik-users-search.sh | Search users | "query" [limit] | | qlik-user-get.sh | Get user details | <user-id> | | qlik-spaces.sh | List 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

| Script | Description | Args | |--------|-------------|------| | qlik-datafiles.sh | List uploaded data files | [space-id] [limit] | | qlik-datafile.sh | Get data file details | <file-id> | | qlik-datasets.sh | List managed datasets* | [space-id] [limit] | | qlik-dataset-get.sh | Get managed dataset details* | <dataset-id> | | qlik-lineage.sh | Data lineage graph | <secure-qri> [direction] [levels] |

*Managed datasets are available in Qlik Cloud.

Automations

| Script | Description | Args | |--------|-------------|------| | qlik-automations.sh | List automations | [limit] | | qlik-automation-get.sh | Get automation details | <automation-id> | | qlik-automation-run.sh | Run automation | <automation-id> | | qlik-automation-runs.sh | Automation run history | <automation-id> [limit] |

AutoML

| Script | Description | Args | |--------|-------------|------| | qlik-automl-experiments.sh | List ML experiments | [limit] | | qlik-automl-experiment.sh | Experiment details | <experiment-id> | | qlik-automl-deployments.sh | List ML deployments | [limit] |

Qlik Answers (AI Assistant)

| Script | Description | Args | |--------|-------------|------| | qlik-answers-assistants.sh | List AI assistants | [limit] | | qlik-answers-ask.sh | Ask assistant a question | <assistant-id> "question" [thread-id] |

Data Alerts

| Script | Description | Args | |--------|-------------|------| | qlik-alerts.sh | List data alerts | [limit] | | qlik-alert-get.sh | Get alert details | <alert-id> | | qlik-alert-trigger.sh | Trigger 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