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Load lightweight conversation summaries and hydrate full history only when needed, preserving search, copy, export, queued requests, and remote questions. Keep unchanged image reconciliation messages stable so list refreshes no longer resend the entire saved history. Prepare Desktop 0.13.6 with the approved bilingual notes and aligned feature matrices. Agent remains 0.13.0; no LoongArch preview or navigation demo edits are included. Development validation passed 4301 tests with 67 skipped; the user requested CI validation instead of repeating local release checks. Release note: 历史会话按需加载，减少切回应用时的重复保存和内存占用，同时保留完整历史、搜索与续聊。