3-Layer Optimization Solution for Efficiency Improvement
Tier 1: AI pre-reading system
The background working process of Feeds.Fun (ffun workers) will be completed ahead of schedule:
- Bulk Download All RSS Feeds at 3am
- Use AI to extract key news sentences (consumes about $0.02/article in API token)
- Generate an abbreviated preview instead of full-text loading
Layer 2: Intelligent Sorting Mechanism
A hybrid sorting algorithm is used:
Base Score = Tag Weight x Timeliness Factor (News within 72 hours x 1.5)
Additional points = user history click similarity x 0.3
Layer 3: Interaction Optimization
- Shortcut key support: Press "J/K" to switch news items.
- Batch operation: Shift+Select Multiple Marks Read
- Offline mode: the last successful load is cached in the
localStorage
Measurements have shown that the average daily reading time of users has dropped from 53 minutes to 17 minutes after adopting the program.
This answer comes from the articleFeeds.Fun: RSS feeds with automatic tagging and filtering of newsThe
May not be reproduced without permission:AI productivity tools " How to Improve News Reading Efficiency and Reduce Time Waste
