AI-Powered Weekly Habit Summary & Tracking
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Automate your weekly habit analysis with this intelligent n8n workflow. It leverages advanced AI to process habit data, summarize key insights, and log them seamlessly into Google Sheets, ensuring you stay on top of your personal development with minimal effort.
About This Workflow
Unlock the power of AI for personal growth with this comprehensive n8n workflow. Triggered by a simple webhook, it intelligently ingests your habit tracking data, then utilizes a Retrieval Augmented Generation (RAG) agent powered by OpenAI and Supabase to extract meaningful weekly summaries. Text data is chunked, embedded, and stored in a Supabase vector database, providing the AI with rich context for sophisticated analysis. The resulting insights are automatically appended to a Google Sheet for easy tracking and historical review, while critical errors are promptly reported via Slack, ensuring reliability and peace of mind.
Key Features
- AI-Driven Summarization: Harnesses OpenAI's language models within a RAG agent to provide intelligent, contextual weekly summaries of your habit data.
- Contextual Understanding (RAG): Integrates with Supabase vector store to create a personal knowledge base, ensuring the AI has deep context for accurate analysis.
- Automated Data Logging: Automatically appends AI-generated summaries and insights to a designated Google Sheet for effortless tracking and historical record-keeping.
- Real-time Error Notifications: Provides immediate alerts via Slack if any issues arise during the processing, keeping you informed and allowing for quick resolution.
- Flexible Data Ingestion: Easily integrates with various habit tracking apps or custom systems via a configurable webhook trigger.
How To Use
- Configure the Webhook Trigger: Set up the webhook to receive your habit data. Ensure the incoming data format is compatible with subsequent nodes.
- Set Up OpenAI Credentials: Provide your OpenAI API key for the "Embeddings" and "Chat Model" nodes to enable AI processing.
- Integrate with Supabase: Configure your Supabase API credentials for "Supabase Insert" and "Supabase Query" nodes, and ensure your
habit_form_weekly_summaryindex is ready. - Connect Google Sheets: Authenticate your Google Sheets account, then specify the
SHEET_IDandLogsheet name where the AI summaries will be appended. - Enable Slack Alerts: Provide your Slack API credentials and specify the
#alertschannel for receiving error notifications. - Customize the RAG Agent: Adjust the
System Messagein the "RAG Agent" node to fine-tune the AI's persona or specific instructions for summarization based on your needs.
Apps Used
Workflow JSON
{
"id": "30a8422b-a896-4582-864a-f9ee3510736a",
"name": "AI-Powered Weekly Habit Summary & Tracking",
"nodes": 15,
"category": "Personal",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 30a8422b-a896...
About the Author
DevOps_Master_X
Infrastructure Expert
Specializing in CI/CD pipelines, Docker, and Kubernetes automations.
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