{"id":1946,"date":"2026-08-04T16:15:36","date_gmt":"2026-08-04T08:15:36","guid":{"rendered":"https:\/\/www.imaseo.com\/blog\/?p=1946"},"modified":"2026-06-22T15:31:09","modified_gmt":"2026-06-22T07:31:09","slug":"minicc-memory-engine-ai-forgetfulness","status":"publish","type":"post","link":"https:\/\/www.imaseo.com\/blog\/ai-tools\/minicc-memory-engine-ai-forgetfulness","title":{"rendered":"mini-cc\u8bb0\u5fc6\u5f15\u64ce\u5982\u4f55\u8ba9AI\u544a\u522b\u91d1\u9c7c\u8bb0\u5fc6\uff1f"},"content":{"rendered":"

mini-cc\u8bb0\u5fc6\u5f15\u64ce\u5982\u4f55\u8ba9AI\u544a\u522b\u91d1\u9c7c\u8bb0\u5fc6\uff1f<\/strong><\/p>\n

\u4f60\u662f\u5426\u4e5f\u9047\u5230\u8fc7\u8fd9\u6837\u7684\u5c34\u5c2c\u573a\u666f\uff1a<\/p>\n

\u521a\u548cAI\u804a\u4e86\u534a\u5c0f\u65f6\u9879\u76ee\u80cc\u666f\u3001\u6280\u672f\u9009\u578b\u548c\u4ee3\u7801\u98ce\u683c\uff0c\u7ed3\u679c\u4e0b\u4e00\u53e5\u5b83\u5c31\u4e00\u8138\u65e0\u8f9c\u5730\u95ee\u4f60\uff1a\u201c\u8bf7\u95ee\u4f60\u521a\u624d\u5728\u8bf4\u4ec0\u4e48\u9879\u76ee\u6765\u7740\uff1f\u201d<\/p>\n

\u8fd9\u79cd\u201c7\u79d2\u8bb0\u5fc6\u201d\u7684\u91d1\u9c7c\u884c\u4e3a\uff0c\u51e0\u4e4e\u662f\u6240\u6709AI\u7f16\u7801\u5de5\u5177\u7684\u901a\u75c5\u3002\u76f4\u5230mini-cc\u63a8\u51fa\u4e86\u5b83\u7684\u8bb0\u5fc6\u5f15\u64ce<\/strong>\uff0c\u624d\u771f\u6b63\u8ba9AI\u62e5\u6709\u4e86\u957f\u671f\u8bb0\u5fc6\u80fd\u529b\u3002<\/p>\n

\u4e3a\u4ec0\u4e48AI\u603b\u662f\u5fd8\u5f97\u4e00\u5e72\u4e8c\u51c0\uff1f<\/h3>\n

\u4f20\u7edfAI\u5bf9\u8bdd\u672c\u8d28\u4e0a\u662f\u65e0\u72b6\u6001\u7684\u3002\u6bcf\u4e00\u6b21\u5bf9\u8bdd\u90fd\u662f\u4e00\u4e2a\u65b0\u7684\u5f00\u59cb\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u518d\u5927\uff0c\u4e5f\u53ea\u80fd\u8bb0\u4f4f\u5f53\u524d\u4f1a\u8bdd\u91cc\u7684\u5185\u5bb9\u3002\u4e00\u65e6\u5207\u6362\u8bdd\u9898\u6216\u8005\u91cd\u5f00\u65b0\u5bf9\u8bdd\uff0c\u4e4b\u524d\u6240\u6709\u7684\u4e0a\u4e0b\u6587\u5c31\u5168\u90e8\u6e05\u96f6\u3002<\/p>\n

\u8fd9\u5c31\u5bfc\u81f4\u4e86\u5f00\u53d1\u8005\u6700\u75db\u82e6\u7684\u4f53\u9a8c\uff1a
\n– \u53cd\u590d\u89e3\u91ca\u9879\u76ee\u6280\u672f\u6808
\n– \u53cd\u590d\u5f3a\u8c03\u4ee3\u7801\u89c4\u8303
\n– \u53cd\u590d\u63cf\u8ff0\u4e1a\u52a1\u80cc\u666f<\/p>\n

\u5f00\u53d1\u8005\u4e0d\u662f\u5728\u548c\u4e00\u4e2a\u667a\u80fd\u52a9\u624b\u5bf9\u8bdd\uff0c\u800c\u662f\u5728\u548c\u4e00\u6761\u91d1\u9c7c\u5bf9\u8bdd\u3002<\/p>\n

mini-cc\u8bb0\u5fc6\u5f15\u64ce\uff1a\u6700\u6734\u7d20\u5374\u6700\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6848<\/h3>\n

\u5728\u5f00\u53d1mini-cc\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4f5c\u8005\u628a\u201c\u8ba9AI\u771f\u6b63\u8bb0\u4f4f\u4e8b\u60c5\u201d\u4f5c\u4e3a\u6838\u5fc3\u76ee\u6807\u4e4b\u4e00\u3002<\/p>\n

\u4e00\u5f00\u59cb\uff0c\u4ed6\u4e5f\u66fe\u60f3\u8fc7\u7528\u5411\u91cf\u6570\u636e\u5e93\u3001Embedding\u6a21\u578b\u8fd9\u4e9b\u9ad8\u5927\u4e0a\u7684\u6280\u672f\u3002\u4f46\u5f88\u5feb\u4ed6\u53d1\u73b0\uff0c\u5bf9\u4e8e\u5927\u591a\u6570\u65e5\u5e38\u5f00\u53d1\u573a\u666f\uff0c\u8fd9\u4e9b\u65b9\u6848\u90fd\u8fc7\u4e8e\u590d\u6742\u4e86\u3002<\/p>\n

\u6700\u7ec8\u9009\u62e9\u4e86\u4e00\u4e2a\u6700\u7b80\u5355\u7c97\u66b4\uff0c\u5374\u6781\u5176\u6709\u6548\u7684\u65b9\u5f0f\u2014\u2014\u7528\u6587\u4ef6\u7cfb\u7edf\u5b58\u50a8\u8bb0\u5fc6\u3002<\/strong><\/p>\n

\u8fd9\u79cd\u8bbe\u8ba1\u5e26\u6765\u4e86\u51e0\u4e2a\u660e\u663e\u4f18\u52bf\uff1a<\/p>\n

    \n
  1. \u5b8c\u5168\u672c\u5730\u5316<\/strong>\uff0c\u65e0\u9700\u989d\u5916\u90e8\u7f72\u6570\u636e\u5e93<\/li>\n
  2. \u53ef\u8bfb\u6027\u6781\u5f3a<\/strong>\uff0c\u4eba\u7c7b\u53ef\u4ee5\u76f4\u63a5\u67e5\u770b\u548c\u7f16\u8f91<\/li>\n
  3. \u8f7b\u91cf\u4e14\u900f\u660e<\/strong>\uff0c\u4e0d\u4f1a\u83ab\u540d\u5176\u5999\u6d88\u8017\u5927\u91cftoken<\/li>\n<\/ol>\n

    \u8bb0\u5fc6\u5f15\u64ce\u7684\u76ee\u5f55\u7ed3\u6784<\/h3>\n

    mini-cc\u7684\u8bb0\u5fc6\u4ee5.ai_memory<\/code>\u6587\u4ef6\u5939\u7684\u5f62\u5f0f\u5b58\u5728\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\uff0c\u7ed3\u6784\u6e05\u6670\uff1a<\/p>\n

    .ai_memory\/\n\u251c\u2500\u2500 MEMORY.md           \u8bb0\u5fc6\u603b\u7d22\u5f15\uff0c\u50cf\u76ee\u5f55\u4e00\u6837\u7ba1\u7406\u6240\u6709\u8bb0\u5fc6\n\u251c\u2500\u2500 project_stack.md    \u9879\u76ee\u6280\u672f\u6808\u3001\u6846\u67b6\u7248\u672c\u3001\u6838\u5fc3\u51b3\u7b56\n\u251c\u2500\u2500 coding_style.md     \u4ee3\u7801\u98ce\u683c\u3001\u547d\u540d\u89c4\u8303\u3001\u67b6\u6784\u539f\u5219\n\u251c\u2500\u2500 api_endpoints.md    \u63a5\u53e3\u5b9a\u4e49\u548c\u53d8\u66f4\u8bb0\u5f55\n\u251c\u2500\u2500 business_logic.md   \u6838\u5fc3\u4e1a\u52a1\u903b\u8f91\u8bb0\u5fc6\n\u2514\u2500\u2500 user_preferences.md  \u7528\u6237\u4e2a\u4eba\u504f\u597d\n<\/code><\/pre>\n
    \u6bcf\u4efd\u8bb0\u5fc6\u6587\u4ef6\u90fd\u662fMarkdown\u683c\u5f0f\uff0c\u65e2\u65b9\u4fbfAI\u8bfb\u53d6\uff0c\u4e5f\u65b9\u4fbf\u5f00\u53d1\u8005\u968f\u65f6\u67e5\u770b\u548c\u4fee\u6b63\u3002\u8fd9\u610f\u5473\u7740\u4f60\u968f\u65f6\u53ef\u4ee5\u201c\u7ea0\u6b63\u201dAI\u7684\u8bb0\u5fc6\uff0c\u5c31\u50cf\u4fee\u6539\u7b14\u8bb0\u4e00\u6837\u81ea\u7136\u3002<\/p>\n
    \u8bb0\u5fc6\u5f15\u64ce\u5982\u4f55\u5de5\u4f5c\uff1f<\/h3>\n
    mini-cc\u7684\u8bb0\u5fc6\u5f15\u64ce\u4e0d\u662f\u88ab\u52a8\u5b58\u50a8\uff0c\u800c\u662f\u4e3b\u52a8\u7ba1\u7406\u7684\u3002<\/p>\n
    \u5f53\u4f60\u548cAI\u5bf9\u8bdd\u65f6\uff0c\u5b83\u4f1a\u667a\u80fd\u8bc6\u522b\u54ea\u4e9b\u4fe1\u606f\u503c\u5f97\u957f\u671f\u8bb0\u5fc6\uff1a
    \n– \u9879\u76ee\u5173\u952e\u51b3\u7b56
    \n– \u6280\u672f\u67b6\u6784\u9009\u62e9
    \n– \u4ee3\u7801\u89c4\u8303\u504f\u597d
    \n– \u66fe\u7ecf\u8e29\u8fc7\u7684\u5751\u548c\u89e3\u51b3\u65b9\u6848
    \n– \u4e1a\u52a1\u9886\u57df\u77e5\u8bc6<\/p>\n
    \u8fd9\u4e9b\u4fe1\u606f\u4f1a\u88ab\u81ea\u52a8\u63d0\u70bc\u5e76\u5199\u5165\u5bf9\u5e94\u7684\u8bb0\u5fc6\u6587\u4ef6\u3002\u540c\u65f6\uff0cMEMORY.md\u4f5c\u4e3a\u7d22\u5f15\u6587\u4ef6\uff0c\u4f1a\u8bb0\u5f55\u6240\u6709\u8bb0\u5fc6\u7684\u6458\u8981\u548c\u66f4\u65b0\u65f6\u95f4\uff0c\u8ba9AI\u5728\u9700\u8981\u65f6\u80fd\u5feb\u901f\u5b9a\u4f4d\u76f8\u5173\u8bb0\u5fc6\u3002<\/p>\n
    \u76f8\u6bd4\u5176\u4ed6\u8bb0\u5fc6\u65b9\u6848\u7684\u4f18\u52bf<\/h3>\n
    \u76ee\u524d\u5e02\u9762\u4e0a\u6709\u4e0d\u5c11AI\u8bb0\u5fc6\u65b9\u6848\uff0c\u6bd4\u5982\u5411\u91cf\u6570\u636e\u5e93\u65b9\u6848\u3001MemGPT\u3001Letta\u7b49\u3002\u4f46mini-cc\u7684\u8bb0\u5fc6\u5f15\u64ce\u5728\u5b9e\u9645\u5f00\u53d1\u573a\u666f\u4e2d\u5c55\u73b0\u51fa\u4e86\u72ec\u7279\u4f18\u52bf\uff1a<\/p>\n
      \n
    • \u96f6\u5916\u90e8\u4f9d\u8d56<\/strong>\uff1a\u4e0d\u9700\u8981\u5b89\u88c5\u5411\u91cf\u6570\u636e\u5e93\u6216\u989d\u5916\u670d\u52a1<\/li>\n
    • \u53ef\u89e3\u91ca\u6027\u5f3a<\/strong>\uff1a\u6240\u6709\u8bb0\u5fc6\u90fd\u662f\u660e\u6587\u7684Markdown\u6587\u4ef6<\/li>\n
    • \u6613\u4e8e\u7ef4\u62a4<\/strong>\uff1a\u5f00\u53d1\u8005\u53ef\u4ee5\u76f4\u63a5\u4fee\u6539\u8bb0\u5fc6\u5185\u5bb9<\/li>\n
    • Token\u6d88\u8017\u4f4e<\/strong>\uff1a\u76f8\u6bd4\u5168\u91cf\u4e0a\u4e0b\u6587\u52a0\u8f7d\uff0c\u7cbe\u51c6\u8bb0\u5fc6\u8c03\u7528\u80fd\u5927\u5e45\u964d\u4f4etoken\u4f7f\u7528\u91cf<\/li>\n<\/ul>\n
      \u5982\u4f55\u5f00\u542fmini-cc\u7684\u8bb0\u5fc6\u80fd\u529b\uff1f<\/h3>\n
      \u4f7f\u7528\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u5728\u9879\u76ee\u6839\u76ee\u5f55\u8fd0\u884c\uff1a<\/p>\n
      mini-cc init\n<\/code><\/pre>\n
      \u8fd9\u6761\u547d\u4ee4\u4f1a\u81ea\u52a8\u521b\u5efa.ai_memory<\/code>\u76ee\u5f55\u548c\u521d\u59cb\u8bb0\u5fc6\u6587\u4ef6\u3002\u4e4b\u540e\u4f60\u5c31\u53ef\u4ee5\u50cf\u5f80\u5e38\u4e00\u6837\u548cAI\u5bf9\u8bdd\uff0c\u5b83\u4f1a\u9010\u6e10\u79ef\u7d2f\u5bf9\u4f60\u7684\u9879\u76ee\u548c\u504f\u597d\u7684\u7406\u89e3\u3002<\/p>\n
      \u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u8865\u5145\u91cd\u8981\u4fe1\u606f\uff1a<\/p>\n
      mini-cc remember "\u8fd9\u4e2a\u9879\u76ee\u4f7f\u7528Next.js 15 + TypeScript + TailwindCSS\uff0c\u91c7\u7528App Router\u67b6\u6784"\n<\/code><\/pre>\n
      \u771f\u6b63\u62e5\u6709\u201c\u957f\u671f\u8bb0\u5fc6\u201d\u7684AI\u52a9\u624b<\/h3>\n
      \u5f53AI\u62e5\u6709\u4e86\u53ef\u9760\u7684\u8bb0\u5fc6\u80fd\u529b\u540e\uff0c\u6574\u4e2a\u5f00\u53d1\u4f53\u9a8c\u53d1\u751f\u4e86\u8d28\u7684\u53d8\u5316\u3002<\/p>\n
      \u5b83\u4e0d\u518d\u662f\u6bcf\u6b21\u5bf9\u8bdd\u90fd\u8981\u91cd\u65b0\u8ba4\u8bc6\u4f60\u7684\u964c\u751f\u4eba\uff0c\u800c\u662f\u4e00\u4e2a\u771f\u6b63\u4e86\u89e3\u4f60\u9879\u76ee\u3001\u61c2\u4f60\u7684\u89c4\u8303\u3001\u8bb0\u5f97\u4f60\u504f\u597d\u7684\u8001\u642d\u6863\u3002<\/p>\n
      \u5b83\u80fd\uff1a
      \n– \u5728\u65b0\u529f\u80fd\u5f00\u53d1\u65f6\u4e3b\u52a8\u53c2\u8003\u5df2\u6709\u7684\u67b6\u6784\u51b3\u7b56
      \n– \u4e25\u683c\u9075\u5faa\u4f60\u5b9a\u4e49\u7684\u4ee3\u7801\u98ce\u683c
      \n– \u4e3b\u52a8\u907f\u514d\u4e4b\u524d\u8ba8\u8bba\u8fc7\u8981\u89c4\u907f\u7684\u6280\u672f\u5751
      \n– \u5728\u4f60\u51e0\u4e2a\u6708\u540e\u56de\u6765\u65f6\uff0c\u4f9d\u7136\u8bb0\u5f97\u8fd9\u4e2a\u9879\u76ee\u7684\u6838\u5fc3\u903b\u8f91<\/p>\n
      \u8fd9\u624d\u662fAI\u8f85\u52a9\u5f00\u53d1\u5e94\u8be5\u6709\u7684\u6837\u5b50\u3002<\/p>\n
      \u5199\u5728\u6700\u540e<\/h3>\n
      mini-cc\u7684\u8bb0\u5fc6\u5f15\u64ce\u5e76\u6ca1\u6709\u91c7\u7528\u6700\u590d\u6742\u7684\u6280\u672f\uff0c\u5374\u7528\u6700\u6734\u7d20\u7684\u65b9\u5f0f\u89e3\u51b3\u4e86\u6700\u6838\u5fc3\u7684\u95ee\u9898\u2014\u2014\u8ba9AI\u771f\u6b63\u62e5\u6709\u8bb0\u5fc6<\/strong>\u3002<\/p>\n
      \u5728AI\u7f16\u7801\u5de5\u5177\u8d8a\u6765\u8d8a\u666e\u53ca\u7684\u4eca\u5929\uff0c\u8c01\u80fd\u8ba9AI\u66f4\u597d\u5730\u201c\u8bb0\u4f4f\u201d\u5f00\u53d1\u8005\uff0c\u8c01\u5c31\u771f\u6b63\u6293\u4f4f\u4e86\u751f\u4ea7\u529b\u63d0\u5347\u7684\u5173\u952e\u3002<\/p>\n
      \u4f60\u8fd8\u5728\u5fcd\u53d7\u91d1\u9c7c\u8bb0\u5fc6\u7684AI\u5417\uff1f\u662f\u65f6\u5019\u7ed9\u5b83\u88c5\u4e0a\u4e00\u4e2a\u9760\u8c31\u7684\u8bb0\u5fc6\u5f15\u64ce\u4e86\u3002<\/p>\n
      \n
      \u5173\u952e\u8bcd<\/strong>\uff1amini-cc\u8bb0\u5fc6\u5f15\u64ce\u3001AI\u8bb0\u5fc6\u3001\u91d1\u9c7c\u8bb0\u5fc6\u3001AI\u7f16\u7801\u52a9\u624b\u3001\u957f\u671f\u8bb0\u5fc6\u3001Claude Code\u3001Cursor\u8bb0\u5fc6\u3001AI\u5f00\u53d1\u52a9\u624b<\/p>\n","protected":false},"excerpt":{"rendered":"
      mini-cc\u8bb0\u5fc6\u5f15\u64ce\u5982\u4f55\u8ba9AI\u544a\u522b\u91d1\u9c7c\u8bb0\u5fc6\uff1f \u4f60\u662f\u5426\u4e5f\u9047\u5230\u8fc7\u8fd9\u6837\u7684\u5c34\u5c2c\u573a\u666f\uff1a \u521a\u548cAI\u804a\u4e86\u534a\u5c0f\u65f6\u9879\u76ee\u80cc\u666f\u3001\u6280\u672f\u9009\u578b\u548c\u4ee3\u2026<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-1946","post","type-post","status-publish","format-standard","hentry","category-ai-tools"],"_links":{"self":[{"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/posts\/1946","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/comments?post=1946"}],"version-history":[{"count":1,"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/posts\/1946\/revisions"}],"predecessor-version":[{"id":1947,"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/posts\/1946\/revisions\/1947"}],"wp:attachment":[{"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/media?parent=1946"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/categories?post=1946"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/tags?post=1946"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}