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Real-time oil price crisis detection with Qwq-32b AI and multi-channel alerts

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Real-time oil price crisis detection with Qwq-32b AI and multi-channel alerts preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

How It Works Scheduled runs collect data from oil markets, global shipping movements, news sources, and official reports. The system performs statistical checks to detect anomalies and volatility s...

Best for

  • Crypto Trading automation workflows
  • AI Summarization automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.scheduletrigger, n8n-nodes-base.set, n8n-nodes-base.httprequest, n8n-nodes-base.merge, n8n-nodes-base.code, @n8n/n8n-nodes-langchain.agent, n8n-nodes-base.switch, n8n-nodes-base.gmail

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Cheng Siong Chin.

Original n8n.io source

1.1 Workflow description

Title
Real-time oil price crisis detection with Qwq-32b AI and multi-channel alerts
Workflow name
Real-time oil price crisis detection with Qwq-32b AI and multi-channel alerts

How It Works

Scheduled runs collect data from oil markets, global shipping movements, news sources, and official reports. The system performs statistical checks to detect anomalies and volatility shifts. An AI-driven geopolitical model evaluates emerging risks and assigns a crisis score. Based on severity thresholds, results are routed to the appropriate alert channels for rapid response.

Setup Steps

  1. Data Sources: Connect the oil price API, OPEC report feeds, shipping databases, and news sources.
  2. AI Model: Configure the OpenRouter ChatGPT model for geopolitical and risk analysis.
  3. Alerts: Define severity rules and route alerts to Email, Slack, or Dashboard APIs.
  4. Storage: Configure a database for historical records, audit logging, and trend tracking.

Prerequisites

Oil market API credentials; news feed access; OPEC data source; OpenRouter API key; Slack/email/dashboard integrations

Use Cases

Supply chain risk monitoring; energy market crisis detection; geopolitical threat assessment; trader decision support; operational risk management

Customization

Adjust risk thresholds; add market data sources; modify alert routing rules

Benefits

Reduces crisis detection lag 90%; consolidates fragmented data; enables proactive response

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Schedule Every 5 Minutes

Type / Role
n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices
Version 1.2

Block 2 - Workflow Configuration

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 3 - Fetch Oil Price Data (API)

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 4 - Fetch OPEC Reports

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 5 - Fetch Shipping Data

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 6 - Fetch News Feed

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 7 - Merge All Data Sources

Type / Role
n8n-nodes-base.merge - merge
Config choices
Version 3.2

Block 8 - Data Cleaning & Preprocessing

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 9 - Statistical Anomaly Detection

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 10 - AI Trend & Geopolitical Analyzer

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 3

Block 11 - Calculate Crisis Risk Score

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 12 - Route by Alert Level

Type / Role
n8n-nodes-base.switch - switch
Config choices
Version 3.3

Block 13 - Format Info Alert

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 14 - Format Warning Alert

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 15 - Format Critical Alert

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 16 - Send Email Alert

Type / Role
n8n-nodes-base.gmail - gmail
Config choices
Version 2.1

Block 17 - Send Slack Alert

Type / Role
n8n-nodes-base.slack - slack
Config choices
Version 2.3

Block 18 - Store Alert History

Type / Role
n8n-nodes-base.postgres - postgres
Config choices
Version 2.6

Block 19 - Send to Dashboard API

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 20 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 21 - Sticky Note2

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 22 - Sticky Note4

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 23 - OpenRouter Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenRouter - lmChatOpenRouter
Config choices
Version 1

Block 24 - Sticky Note5

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Showing the first 24 of 34 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow Real-time oil price crisis detection with Qwq-32b AI and multi-channel alerts
Complexity advanced
Nodes 34
Categories Crypto Trading, AI Summarization
Author Cheng Siong Chin
Published 12 Nov 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/10763/10763.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Real-time oil price crisis detection with Qwq-32b AI and multi-channel alerts do?

How It Works Scheduled runs collect data from oil markets, global shipping movements, news sources, and official reports. The system performs statistical checks to detect anomalies and volatility s...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Crypto Trading, AI Summarization use case.