[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"product:memorax":3},{"id":4,"name":5,"slug":6,"slogan":7,"description":8,"organization":9,"images":10,"avatar_url":11,"image_url":12,"website_url":13,"access_links":14,"status":19,"build_by":20,"categories":21,"stats":25,"upload_relationship":29,"create_at":30,"update_at":31,"owner_id":26,"upload_user_id":32,"reviewer_id":33,"video_info":34,"prerelease_cover_url":35,"scheduled_publish_at":34,"user_scheduled":36,"emoji_reacts":37,"tag":34,"pass_review":34,"user_star":36},2978,"MemoraX Code","memorax","Agent 用来管理长期记忆的工具","{\"type\": \"doc\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"MemoraX Code 是一款面向 AI Coding Agent 用户的长期记忆增强工具，用户只需在新会话中发出一句指令，系统即可自动召回与任务相关的项目背景、历史决定和工作偏好，让 Agent 带着经验继续工作而非从零开始。使用时可构建仓库记忆、回顾历史问题或保存开发经验，调整记忆类型和授权范围；完成后可在跨会话、跨上下文压缩场景中持续调用已沉淀的记忆。\", \"type\": \"text\"}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"【核心功能】\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"跨会话记忆召回：\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \" 新会话只需一句简单指令，MemoraX Code 会自动补回与任务相关的项目背景、历史决定和工作要求，Agent 直接了解从哪里继续、哪些结论已确认，无需重述背景。\", \"type\": \"text\"}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"四类记忆分类沉淀：\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \" 将记忆分为 Coding Memory（工程经验）、Repo Memory（仓库知识）、Personal Memory（个人偏好）和 Procedure Memory（成熟流程），分别沉淀、按需召回，只保留值得长期复用的信息，不会保存每句话。\", \"type\": \"text\"}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"历史经验复用避坑：\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \" 已验证的问题定位、无效方案与失败原因会被记忆，后续任务遇到相同问题时自动召回，避免重复摸索和重试已知无效路径，实验显示可减少约 48% 耗时。\", \"type\": \"text\"}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"一键安装与自动运行：\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \" 通过 npm 安装后选择 Codex、Claude Code、DeepSeek Harness 或 OpenCode，填入 API Key 即可接入；日常使用时自动记录和召回，不改变原有 Coding Agent 使用方式。\", \"type\": \"text\"}]}]}","MemoraX AI","https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10005546_1787128253_3adea955-cbd2-40c7-b2e0-76880a35a290.png;https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10005546_1787128253_d05143c6-6669-4c6b-9774-2731e57c6902.png;https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10005546_1787128253_80fdc5fc-b4c4-4e80-847d-f2a931e62ff1.png;https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10005546_1787128253_69d26a98-d364-4b21-8cb8-2d3a25656b29.png","https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10005546_1787128141_445614e7-5b55-401a-a5ed-f2adf525cf41.png","https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10005546_1787128154_f6105ca4-480c-4b24-9b01-74912cbeae15.png","https:\u002F\u002Fcode.memorax.net\u002F",{"items":15},[16],{"platform":17,"url":13,"is_primary":18},"WEB",true,"PUBLISHED",[],[22],{"id":23,"name":24},14,"效率工具",{"upvotes":26,"stars":27,"review_count":26,"reply_count":26,"update_at":28},0,3,"2026-11-12T17:28:48.311Z","THIRD_PARTY","2026-08-19T08:31:39.909Z","2026-08-19T12:18:33.429Z",10005546,10004627,null,"",false,{"reacts":38},[39,42,45,47,49],{"emoji_code":40,"count":41,"reacted":36},"🤩",2,{"emoji_code":43,"count":44,"reacted":36},"🙈",1,{"emoji_code":46,"count":44,"reacted":36},"❤️",{"emoji_code":48,"count":44,"reacted":36},"🎉",{"emoji_code":50,"count":44,"reacted":36},"🤣"]