Stability ：Task progress is clearer at a glance, and the interface stays in sync even after background tasks resume — no more stale states or unexpected resets.
Content capabilities ： You can now refine articles across multiple turns of conversation, pull in existing resources as context, and get output that reflects your real requirements. An audit step has been added to the content pipeline, along with internal and external linking — so what gets generated is more complete from the start.
Usability ： Copying raw content is now a single action. File organization is cleaner, with improved directory structure and sorting so you can find what you need without digging.
Give it a try — feedback welcome anytime.