That's a good idea! Have you thought about making Chrome/Firefox extensions as well to interface with your service? I feel like the extensions would be more integrated and provide a better user experience. I would use this service if an extension notified me that the article had been "tldr'd. Having to remember to click it is inconvenient and I will probably forget.
Overall though, it's a really good idea and I am interested to see how you flesh it out.