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[Bug]:当传入图片url或者base64数据时，agent_sessions表中没有存储对应的数据
bugSomething isn't workingSomething isn't workingStatus: Open.#2701 In agentscope-ai/agentscope-java;[Bug]:无法下载的图片url会导致请求出错DashScope API error: <400> InternalError.Algo.InvalidParameter: Failed to download multimodal content
bugSomething isn't workingSomething isn't workingStatus: Open.#2700 In agentscope-ai/agentscope-java;[Bug]: Structured Output Fallback Path 设计缺陷 及 解决方案
bugSomething isn't workingSomething isn't workingStatus: Open.#2696 In agentscope-ai/agentscope-java;[Feature]: memory/archive/ 与 session 需要真正的删除保留期（当前只有「归档」没有「清理」）
enhancementNew feature or requestNew feature or requestStatus: Open.#2695 In agentscope-ai/agentscope-java;[Bug]:CompactionMiddleware 自建 MemoryFlushManager，绕过 disableMemoryHooks()——「记忆已关闭」时仍会写记忆文件并额外调用 LLM
bugSomething isn't workingSomething isn't workingStatus: Open.#2694 In agentscope-ai/agentscope-java;[Bug]:pruneOldSessions 的 glob 路径层级与路由前缀不匹配，远程 session 数据永远扫不到（sessionRetentionDays 静默失效）
bugSomething isn't workingSomething isn't workingStatus: Open.#2693 In agentscope-ai/agentscope-java;[Bug]:WorkspaceIndex 快速路径返回空 mtime，使 MemoryConsolidator 的水位线与 pruneOldSessions 同时失效（且无法关闭）
bugSomething isn't workingSomething isn't workingStatus: Open.#2692 In agentscope-ai/agentscope-java;[Bug]:配了远程 store 后 session 仍写本地工作副本，且该副本的路径与路由下层不一致、无人可读
bugSomething isn't workingSomething isn't workingStatus: Open.#2691 In agentscope-ai/agentscope-java;[Bug]:CompositeFilesystem 的路由前缀会劫持同名的宿主挂载点（/knowledge、/skills…），静默读不到文件
bugSomething isn't workingSomething isn't workingStatus: Open.#2690 In agentscope-ai/agentscope-java;[Feature]: RemoteFilesystemSpec 的 defaultBackend 应当可配置（权限模式 + 额外只读根 + 下层 overlay）
enhancementNew feature or requestNew feature or requestStatus: Open.#2689 In agentscope-ai/agentscope-java;- Status: Open.#2688 In agentscope-ai/agentscope-java;
[Bug]:subAgent
bugSomething isn't workingSomething isn't workingStatus: Open.#2686 In agentscope-ai/agentscope-java;