qlik

# Qlik Cloud Skill

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

Setup

Add credentials to TOOLS.md:

• ```markdown
• ### 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:

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

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

1. 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!

```bash # ❌ 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 bash scripts/qlik-health.sh bash scripts/qlik-tenant.sh bash scripts/qlik-license.sh ```

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

Reload Management ```bash 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) ```bash # 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) ```bash # 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: ```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