Weekly Research Summary

Core Contract

Treat each week page as a research taste + literature operating note, not a diary and not a daily review.

It must answer:

1. Which papers this week are worth reading for the user's current lines, and why?
2. What progress / plans / reflections should survive into next week as reusable judgment?

Default language is Chinese. Keep method names, paper titles, acronyms, datasets, and code names in English when they are names.

Also use:

• chinese-technical-writing for reader-facing Chinese prose
• research-doc-workflow + matching *-doc-workflow for durable writes
• Do not fold this into daily-research-review; daily = operating loop, weekly = literature + mid-horizon judgment