Overview
Automated content curation workflow that aggregates AI/ML news from RSS feeds, filters content with custom scoring, generates LinkedIn posts via Gemini, and stores drafts in Notion for review.
The Problem
Professionals struggle to maintain consistent LinkedIn engagement due to time-consuming content research and drafting. Manual curation leads to irregular posting and missed opportunities.
Technical Solution
System Architecture
- •Multi-RSS feed aggregation (like arXiv, TechCrunch, SyncedReview)
- •JavaScript scoring algorithm for relevance filtering
- •Gemini for LinkedIn-style post generation
- •Notion database integration for draft management
Tools
n8n, Gemini, Notion API
Processing
Custom JS scoring + LLM generation
Output
Notion database entries
Trigger
Manual/Scheduled
Results & Impact
RSS
sources including arXiv and TechCrunch
Scored
filtering before any draft is written
Notion
drafts ready for review
Lessons Learned
Scoring Thresholds Matter
Initial false positives dropped noticeably after adjusting keyword weights.
Notion as a CMS
Database properties enabled easy draft status tracking.