[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"product:minta":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":22,"build_by":23,"categories":64,"stats":74,"upload_relationship":77,"create_at":78,"update_at":79,"owner_id":75,"upload_user_id":80,"reviewer_id":81,"video_info":82,"prerelease_cover_url":83,"scheduled_publish_at":82,"user_scheduled":21,"emoji_reacts":84,"tag":86,"pass_review":82,"user_star":21},3218,"Minta","minta","Cursor \u002F Claude Code 记得你，但记对了吗？Minta 管理和治理你的 agent 的记忆","{\"type\": \"doc\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"天天用 Cursor \u002F Claude Code \u002F Codex 的人大概都懂：每次重开一个新会话，都要把项目背景、踩过的坑、定下的规矩，重新给AI 讲一遍。 讲了它还会记串，明天拿昨天已经推翻的结论当依据。\", \"type\": \"text\"}]}, {\"type\": \"paragraph\", \"content\": [{\"type\": \"hardBreak\"}, {\"text\": \"Minta 不只是\\\"又一个记忆库\\\"，它做的是记忆质量治理：记忆不只是存下来，还要知道哪些该信、哪些过期、哪些互相冲突、哪些不能直接喂给模型。four 个检查项（stale \u002F conflict \u002F redundancy \u002Ffragmentation）逐条标记，等你确认或丢弃；你纠正过的东西，进收件箱 → 确认 → 变成长期规则，一次纠正，不再反复。\", \"type\": \"text\"}]}, {\"type\": \"paragraph\", \"content\": [{\"type\": \"hardBreak\"}, {\"text\": \"60 秒本地跑起来（python minta_cli.py start），数据留在自己机器；多个 MCP 工具接入 Claude Code \u002F Codex \u002FCursor，DeepSeek Harness 验证通过。核心引擎开源，研究驾驶舱、联邦专家系统等高级面板通过 API Key解锁。\", \"type\": \"text\"}, {\"type\": \"hardBreak\"}, {\"text\": \"Windows 实测一键：\", \"type\": \"text\"}, {\"type\": \"hardBreak\"}, {\"text\": \"github.com\u002Fxinchen03\u002Fminta → Download ZIP → 解压\", \"type\": \"text\"}, {\"type\": \"hardBreak\"}, {\"text\": \"双击 start_minta.bat（自动装依赖，弹网页+菜单）\", \"type\": \"text\"}, {\"type\": \"hardBreak\"}, {\"text\": \"菜单选编辑器：Claude Code \u002F Codex \u002F DeepSeek Harness \u002F Cursor \", \"type\": \"text\"}, {\"type\": \"hardBreak\"}, {\"text\": \"\u002F DSH 用户安装：dsh plugin --profile web add @xxinchen\u002Fdsh-plugin\", \"type\": \"text\"}]}, {\"type\": \"paragraph\", \"content\": [{\"type\": \"hardBreak\"}, {\"text\": \"现阶段专注 Coding Agent 记忆治理这一个场景，欢迎用过的回来写真实评价和点star。也欢迎志同道合的开发者和我一起完成这个项目。联系方式：xxinchen03@gmail.com\", \"type\": \"text\"}]}]}","独立开发者","https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10106435_1788768023_3ee9b29b-a042-44f3-b621-fd9a8ad51d07.png;https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10106435_1788768023_b2505163-8162-48d3-b261-d24e0a2119ce.png;https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10106435_1788768023_25bce3a2-2576-419c-a972-6dc867e0e215.png;https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10106435_1788768023_f33fccbf-adb7-48a5-8e10-dae23377a43f.png","https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10106435_1788767926_57e315b9-8712-461c-84bf-389b906b23d7.png","https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10106435_1788767935_8bfff839-7fdd-475e-8e2e-1e8e5989d81f.jpg","https:\u002F\u002Fgithub.com\u002Fxinchen03\u002Fminta",{"items":15},[16,19],{"platform":17,"url":13,"is_primary":18},"WEB",true,{"platform":20,"url":13,"is_primary":21},"DESKTOP",false,"PUBLISHED",[24,32,40,48,56],{"id":25,"product_id":4,"build_by_id":26,"story":27,"build_by":28},1050,1378,"Minta 的每一次打磨，背后codex工具辅助技术栈的机构和相关的代码编写",{"id":26,"slug":29,"name":30,"avatar_url":31},"codex-app","CodeX app","https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10005546_1770106375_10f37609-7f4b-42a9-80f6-bb17075cdc94.png",{"id":33,"product_id":4,"build_by_id":34,"story":35,"build_by":36},1051,69,"Minta 的每一次打磨，离不开作为主力大模型，加速了项目的落地",{"id":34,"slug":37,"name":38,"avatar_url":39},"deepseek","DeepSeek","https:\u002F\u002Ftos.watcha.cn\u002Fproducts\u002Flogo\u002F1752064494_deepseek.png",{"id":41,"product_id":4,"build_by_id":42,"story":43,"build_by":44},1052,2922,"Minta 的每一次打磨，离不开相关插件生态维护者的指导和帮助，让我们验证了跨模型接入，也感谢能够合并收录插件库。",{"id":42,"slug":45,"name":46,"avatar_url":47},"deepseek-harness","DeepSeek Harness","https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F1_1786640177_02d50b20-6ada-43e5-8d10-07bf3313cb18.png",{"id":49,"product_id":4,"build_by_id":50,"story":51,"build_by":52},1053,2939,"Minta 的每一次打磨，离不开Claude Code，一天内几十次迭代、测试与调试都靠它。",{"id":50,"slug":53,"name":54,"avatar_url":55},"claude-codex-pro-tool","Claude Codex Pro Tool","https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10087011_1786754351_2ade6298-852e-4723-9d05-a434316b8f11.png",{"id":57,"product_id":4,"build_by_id":58,"story":59,"build_by":60},1054,2188,"Minta 的每一次打磨，离不开ChromaDB 让记忆检索能够本地部署。",{"id":58,"slug":61,"name":62,"avatar_url":63},"chroma","Chroma","https:\u002F\u002Fwatcha.tos-cn-beijing.volces.com\u002Fprod\u002Fuser\u002Fuploads\u002F10009357_1780910379_122a70e4-1672-4688-80ac-228ab43eb5fa.png",[65,68,71],{"id":66,"name":67},8,"知识管理",{"id":69,"name":70},13,"Agent 构建",{"id":72,"name":73},14,"效率工具",{"upvotes":75,"stars":75,"review_count":75,"reply_count":75,"update_at":76},0,"2026-09-09T12:03:08.283Z","OWNER","2026-09-07T08:37:17.869Z","2026-09-07T12:21:12.437Z",10106435,10004627,null,"",{"reacts":85},[],{"items":87},[88,91,94,97,100,103],{"id":89,"name":90,"sort_order":75},3,"CLI",{"id":92,"name":93,"sort_order":75},4,"Web",{"id":95,"name":96,"sort_order":75},6,"桌面端",{"id":98,"name":99,"sort_order":75},9,"免费增值",{"id":101,"name":102,"sort_order":75},12,"中国大陆",{"id":69,"name":104,"sort_order":75},"海外"]