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* feat(desktop): add native host scaffold * feat(webui): track turns and usage in gateway * feat(webui): polish desktop chat experience * feat(apps): add ArcGIS and Joplin logos * feat(desktop): polish shell and shared surfaces * fix(webui): avoid preview chips for glob references * test: align CI expectations for token fallback * feat(webui): preview prompt rail entries * feat(webui): add prompt navigator drawer * style(webui): refine prompt navigator placement * style(webui): align prompt navigator with header actions * style(webui): simplify prompt navigator header * refactor(webui): clean thread resource refresh * feat(desktop): add native reply notifications * fix(webui): preserve desktop restart and replay state * fix(desktop): harden gateway proxy startup * fix(web): fall back when readability is unavailable * fix(desktop): hide window instead of closing on macos * fix(webui): unify desktop header actions * fix(webui): simplify prompt history rows * fix(desktop): log notification delivery failures * chore(desktop): clean source package artifacts * fix(cron): support one-time relative reminders * fix(webui): reveal scroll button in place * Revert "fix(cron): support one-time relative reminders" This reverts commit 4c4661da120a3c7283e0768412bae48604e7390b. * refactor(webui): extract token usage heatmap * docs(desktop): clarify contributor guides --------- Co-authored-by: chengyongru <2755839590@qq.com>