{"slug":"gracker-writing","title":"\u6280\u672f\u6587\u7ae0\u5199\u4f5c","description":"\u6280\u672f\u6df1\u5ea6\u6587\u7ae0\u3001\u5de5\u5177\u5b9e\u6218\u590d\u76d8\u3001FAQ \u4e0e\u65b9\u6cd5\u8bba\u957f\u6587\u7684\u5199\u4f5c\u4e0e\u628a\u5173\uff0c\u517c\u987e\u516c\u4f17\u53f7\u957f\u6587\u4e0e\u793e\u4ea4\u8f93\u51fa\u3002","category":"\u5199\u7a3f","tags":["\u6280\u672f\u5199\u4f5c","\u957f\u6587","\u535a\u5ba2"],"author":"Gracker","source_url":"https://github.com/Gracker/gracker-writing/blob/main/SKILL.md","license":"MIT","status":"published","verification":"source_reviewed","verification_notes":"\u6765\u6e90 Gracker/gracker-writing\uff08SKILL.md\uff09\uff0c\u672c\u5730\u6253\u5305\u4e0a\u4f20\uff1b\u81ea\u8bc4 4.5/5\uff5c\u5c11\u89c1\u7684\u6280\u672f\u5411\u4e2d\u6587\u5199\u4f5c\u89c4\u8303\uff0c\u9002\u5408\u5de5\u5177\u6d4b\u8bc4\u4e0e\u5b9e\u6218\u7c7b\u8d26\u53f7\u3002 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gracker-writing\ndescription: \u6280\u672f\u6587\u7ae0\u5199\u4f5c\u4e0e\u793e\u4ea4\u8f93\u51fa\u628a\u5173\u3002\u9002\u7528\u4e8e\u6280\u672f\u6df1\u5ea6\u6587\u7ae0\u3001\u5de5\u5177\u5b9e\u6218\u590d\u76d8\u3001FAQ/Q&A\u3001\u65b9\u6cd5\u8bba\u3001\u516c\u4f17\u53f7\u957f\u6587\uff1b\u4e5f\u4f5c\u4e3a X/Twitter\u3001\u5c0f\u7ea2\u4e66\u3001\u793e\u4ea4\u603b\u7ed3\u3001\u5b9a\u65f6\u4efb\u52a1\u53ef\u53d1\u5e03\u7a3f\u7684\u6587\u98ce\u548c AI \u5473\u628a\u5173\u95e8\u3002\u89e6\u53d1\u8bcd:\u5199\u6587\u7ae0\u3001\u5199\u516c\u4f17\u53f7\u3001\u6309\u6211\u7684\u98ce\u683c\u5199\u3001\u793e\u4ea4\u8349\u7a3f\u628a\u5173\u3001AI\u5473\u68c0\u67e5\u3002\n---\n# \u6280\u672f\u6587\u7ae0\u5199\u4f5c\n\n> \u9762\u5411\u6280\u672f\u4ece\u4e1a\u8005\u7684\u5199\u4f5c skill\uff0c\u5c24\u5176\u9002\u5408 Android\u3001\u6027\u80fd\u4f18\u5316\u3001\u5de5\u7a0b\u5de5\u5177\u548c\u7cfb\u7edf\u673a\u5236\u7c7b\u5185\u5bb9\u3002\n> \u5199\u4f5c\u5b9a\u4f4d:\u5de5\u7a0b\u5e08\u89c6\u89d2,\u6280\u672f\u7cbe\u786e\u3001\u7ed3\u6784\u6e05\u695a\u3001\u5224\u65ad\u660e\u786e\u3001\u5b9e\u6218\u75d5\u8ff9\u91cd,\u4e0d\u5356\u5f04\u4e0d\u7aef\u7740\u3002\n> \u957f\u6587\u6309\u672c\u6587\u4ef6\u5199\uff1bX/Twitter\u3001\u793e\u4ea4\u603b\u7ed3\u3001\u5b9a\u65f6\u4efb\u52a1\u53ef\u53d1\u5e03\u7a3f\u5148\u6309\u5bf9\u5e94\u5e73\u53f0 skill \u642d\u7ed3\u6784\uff0c\u518d\u6309 `references/social-output-gate.md` \u628a\u5173\u3002\n\n\u6280\u672f\u6587\u7ae0\u7684\u6838\u5fc3\u662f\u4e09\u4ef6\u4e8b:\n1. **\u51c6\u786e**:\u672f\u8bed\u3001\u7248\u672c\u3001\u8def\u5f84\u3001\u4ee3\u7801\u3001\u6570\u636e\u90fd\u80fd\u5bf9\u4e0a\u3002\n2. **\u6709\u7528**:\u8bfb\u8005\u770b\u5b8c\u77e5\u9053\u600e\u4e48\u89c2\u5bdf\u3001\u600e\u4e48\u5224\u65ad\u3001\u600e\u4e48\u843d\u624b\u3002\n3. **\u6613\u8bfb**:\u4e0d\u662f\u628a\u4fe1\u606f\u585e\u6ee1,\u800c\u662f\u628a\u590d\u6742\u95ee\u9898\u8bb2\u987a\u3002\n\n\u4e0d\u662f\u8d44\u8baf\u642c\u8fd0,\u4e0d\u662f\u60c5\u7eea\u53d1\u6cc4,\u4e0d\u662f AI \u5f0f\u7684\u6574\u6d01\u5e9f\u8bdd,\u4e5f\u4e0d\u662f\u4e3a\u4e86\"\u597d\u770b\"\u53bb\u5199\u82b1\u6d3b\u3002\n\n### \u6d3b\u4eba\u611f\u57fa\u7ebf\n\n\u5199\u4f5c\u3001\u6539\u5199\u3001\u53d1\u5e03\u524d\u8d28\u68c0\u90fd\u8981\u8bfb\u53d6 `references/human-feel.md`\u3002\u8fd9\u4efd\u89c4\u5219\u5438\u6536 `human-writing` \u7684\u7cbe\u534e,\u4f46\u6309 Gracker \u7684\u6280\u672f\u5199\u4f5c\u4f53\u7cfb\u91cd\u65b0\u8868\u8fbe:\u5177\u4f53\u4e8b\u5b9e\u4f18\u5148\u3001\u7b80\u5355\u52a8\u8bcd\u3001\u5c11\u5347\u683c\u3001\u4e0d\u51d1\u4e09\u9879\u3001\u672f\u8bed\u7a33\u5b9a\u590d\u7528\u3001\u89c2\u70b9\u6765\u6e90\u660e\u786e\u3001\u52a0\u7c97\u514b\u5236\u3001\u4e0d\u77eb\u9970\u3002\n\n\u6d3b\u4eba\u611f\u4e0d\u9760\u53e3\u8bed\u5316\u8868\u6f14,\u9760\u4e09\u4e2a\u4e1c\u897f:\n\n- **\u5177\u4f53**:\u80fd\u770b\u5230\u573a\u666f\u3001\u5de5\u5177\u3001\u7248\u672c\u3001trace\u3001\u4ee3\u7801\u8def\u5f84\u3001\u5931\u8d25\u5206\u652f\u6216\u8bfb\u8005\u53cd\u9988\u3002\n- **\u53d6\u820d**:\u77e5\u9053\u4f5c\u8005\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u5224\u65ad,\u4e5f\u77e5\u9053\u8fd9\u4e2a\u5224\u65ad\u5728\u54ea\u4e9b\u6761\u4ef6\u4e0b\u6210\u7acb\u3002\n- **\u4e0d\u88c5**:\u4e0d\u628a\u666e\u901a\u4e8b\u5b9e\u5199\u6210\u65f6\u4ee3\u8d8b\u52bf,\u4e0d\u628a\u6750\u6599\u6574\u7406\u5199\u6210\u6df1\u523b\u6d1e\u5bdf,\u4e0d\u628a\u683c\u5f0f\u91cd\u70b9\u5f53\u6210\u5185\u5bb9\u91cd\u70b9\u3002\n\n**\u77eb\u9970\u6027\u8868\u8fbe**\uff1a\u5220\u9664\u6240\u6709\u77eb\u9970\u6027\u8868\u8fbe\u3002\u80fd\u76f4\u63a5\u8bf4\u660e\u65f6\u5c31\u76f4\u63a5\u8bf4\u660e\uff0c\u4e0d\u8981\u7528\u9690\u55bb\u3001\u6f02\u4eae\u8bdd\u6216\u5199\u4f5c\u8005\u59ff\u6001\u66ff\u4ee3\u51c6\u786e\u542b\u4e49\u3002\nRemove all mannered prose. When a literal statement is available, use it instead of metaphor, flourish, or language that performs the writer rather than conveying the meaning.\n\n\u5982\u679c\u4e00\u6bb5\u8bdd\u6ca1\u6709\u5177\u4f53\u5bf9\u8c61\u3001\u5177\u4f53\u52a8\u4f5c\u6216\u5177\u4f53\u8bc1\u636e,\u5373\u4f7f\u8bed\u6c14\u987a\u6ed1,\u4e5f\u6309\u4f5c\u8005\u5c42\u4e0d\u5408\u683c\u5904\u7406\u2014\u2014\u7f3a\u7684\u662f\u6750\u6599\uff0c\u4e0d\u662f\u300c\u4e0d\u591f\u50cf\u4eba\u300d\u3002\n\n\u53bb AI \u5473\u5206\u4e24\u5c42\uff0c\u4e0d\u8981\u6df7\u7528\u3002\u8bed\u6599\u5c42\u8bfb `references/less-ai-tone.md`\uff1a\u7cbe\u4fee\u53ea\u6539\u6709\u89e6\u53d1\u6807\u8bb0\u7684 11 \u6761\uff0c\u4fe1\u606f\u4e0d\u589e\u4e0d\u51cf\u3002\u4f5c\u8005\u5c42\u4ecd\u8bfb\u672c\u6bb5\u548c `human-feel.md`\u3002\u7cbe\u4fee\u7981\u6b62\u7528\u300c\u50cf\u4eba\u5199\u7684\u300d\u53bb\u8865\u53e3\u8bed\u3001\u8c03\u53e5\u957f\u3001\u5220\u95ee\u53e5\u3001\u5220\u6bd4\u55bb\u6216\u628a\u88ab\u52a8\u53e5\u5f53\u7ffb\u8bd1\u8154\uff1b\u90a3\u4e9b\u6761\u76ee\u8bed\u6599\u7ad9\u4e0d\u4f4f\u3002\n\n\u793e\u4ea4\u7a3f\u548c\u8d44\u8baf\u7a3f\u591a\u52a0\u4e00\u6761 **\u51fa\u58f0\u6d4b\u8bd5**\uff1a\u5199\u5b8c\u540e\u628a\u6bcf\u53e5\u8bfb\u51fa\u58f0\u3002\u542c\u8d77\u6765\u50cf\u5728\u7ed9\u6750\u6599\u5199\u5bfc\u8bed\u3001\u50cf\u5728\u8bc4\u8bba\u5b98\u7f51\u600e\u4e48\u6392\u7248\u3001\u50cf\u5728\u5206\u6790\u8bc4\u6d4b\u673a\u6784\u600e\u4e48\u7ec4\u7ec7\u6587\u7ae0\uff0c\u6b63\u5e38\u4eba\u4e0d\u4f1a\u5bf9\u540c\u4e8b\u8fd9\u4e48\u8bf4\uff0c\u6574\u53e5\u91cd\u5199\u3002\u4e3b\u8bed\u7528\u4ea7\u54c1\u3001\u6a21\u578b\u3001\u6570\u5b57\uff0c\u4e0d\u7528\u300c\u5b98\u7f51\u628a\u753b\u9762/\u5356\u70b9/\u53d9\u4e8b\u2026\u2026\u300d\u3002\u6bd4\u8f83\u53e5\u5fc5\u987b\u5e26\u4e0a\u4e24\u4e2a\u5177\u4f53\u6570\u5b57\uff0c\u7981\u6b62\u300c\u8df3\u5f97\u66f4\u5927\u300d\u300c\u5347\u5e45\u5927\u300d\u8fd9\u79cd\u7a7a\u6bd4\u8f83\u3002\u8be6\u60c5\u89c1 `references/human-feel.md` \u7684\u300c\u601d\u8003\u8def\u5f84\u300d\u3002\n\n### \u793e\u4ea4\u8f93\u51fa\u628a\u5173\n\nX/Twitter\u3001thread\u3001\u5c0f\u7ea2\u4e66\u3001\u793e\u4ea4\u603b\u7ed3\u3001\u5b9a\u65f6\u4efb\u52a1\u6295\u5230 Telegram \u7684\u53ef\u53d1\u5e03\u7a3f\uff0c\u4e0d\u80fd\u53ea\u8fc7\u8bcd\u5e93\u3002\u4ea4\u4ed8\u524d\u5fc5\u987b\u8bfb\u53d6 `references/social-output-gate.md`\u3002\n\n\u8fd9\u7c7b\u7a3f\u6700\u5e38\u89c1\u7684\u7ffb\u8f66\u4e0d\u662f\u7981\u7528\u8bcd\uff0c\u662f\u628a changelog \u6574\u7406\u6210\u300c\u5e72\u51c0\u957f\u5e16\u300d\uff1a\u5426\u5b9a\u5f00\u573a\u3001\u529f\u80fd\u70b9\u4e00\u4e8c\u4e09\u3001\u5347\u683c\u5305\u88c5\u3001\u53e3\u53f7\u6536\u5c3e\u3002\u547d\u4e2d\u8be5\u6587\u4ef6\u300c\u5931\u8d25\u5373\u91cd\u5199\u300d\u4efb\u610f 2 \u6761\uff0c\u6574\u7bc7\u91cd\u5199\uff0c\u4e0d\u505a\u8868\u5c42\u66ff\u6362\u3002\n\nDeepResearch\u3001\u8c03\u7814\u7ed3\u679c\u3001\u6d4b\u8bc4\u7efc\u8ff0\u8981\u53d1\u6210\u793e\u4ea4\u957f\u6587\uff08\u77e5\u4e4e/\u516c\u4f17\u53f7/\u53ef\u8f6c\u53d1\u957f\u5e16\uff09\u65f6\uff0c\u5148\u8bfb `references/research-social-longform.md`\u3002\u7528\u300c\u610f\u5916 \u2192 \u5bf9\u7167\u6570\u5b57 \u2192 \u914d\u56fe \u2192 \u771f\u95ee\u9898\u300d\u63a8\u8fdb\uff0c\u4e0d\u8981\u7528\u8c03\u7814\u62a5\u544a\u7684\u7ae0\u8282\u540d\u5f53\u5c0f\u6807\u9898\u3002\u53ea\u501f\u7ed3\u6784\uff0c\u4e0d\u501f\u6837\u672c\u53e3\u7656\u3002\n\n\u5e73\u53f0\u7ed3\u6784\u8ddf\u5bf9\u5e94 skill\uff08\u5982 `x-tweet-writer`\uff09\u3002\u6587\u98ce\u3001AI \u5473\u3001\u5347\u683c\u548c\u6536\u5c3e\u8ddf\u672c skill\u3002\u793e\u4ea4\u6b63\u6587\u91cc\u4e0d\u51fa\u73b0\u5185\u90e8\u8fc7\u7a0b\u3001\u8def\u5f84\u3001skill \u540d\u3001\u8d28\u68c0\u62a5\u544a\u3002\u5b9a\u65f6\u4efb\u52a1\u6295\u5230 Telegram \u7684\u53ef\u53d1\u5e03\u7a3f\uff0c\u5fc5\u987b\u662f\u7528\u6237\u80fd\u5168\u9009\u3001\u4e00\u952e\u8d34\u5230\u793e\u4ea4\u5e73\u53f0\u7684\u5b8c\u6574\u6b63\u6587\uff1a\u4fe1\u606f\u3001\u5224\u65ad\u548c\u94fe\u63a5\u5199\u8fdb\u53e5\u5b50\u91cc\uff1b\u4e0d\u8981 `\u8d26\u672c` \u8fd9\u7c7b\u9ed1\u8bdd\uff1b\u4e0d\u8981 status\u3001\u8bc4\u5206\u3001\u843d\u76d8\u8def\u5f84\u3001\u300c\u4eca\u65e5\u7cbe\u9009\u300d\u6216\u628a Obsidian \u5de5\u4f5c\u7a3f\u6574\u4efd\u53d1\u51fa\u53bb\u3002\u4e0d\u6015\u5199\u957f\uff0c\u6015\u5199\u4e71\u2014\u2014\u6709\u6750\u6599\u5c31\u5199\u5f00\uff0c\u6bcf\u6bb5\u4e00\u4e2a\u4e2d\u5fc3\u3001\u6709\u987a\u5e8f\uff1b\u4e0d\u8981\u4e3a\u4e86\u6574\u9f50\u538b\u6210\u63d0\u7eb2\uff0c\u4e5f\u4e0d\u8981\u5806\u6563\u70b9\u3002\n\n---\n\n## \u4e00\u3001\u5199\u4f5c\u539f\u5219\n\n### \u6838\u5fc3\u76ee\u6807\n\n**\u8ba9\u8bfb\u8005\u771f\u7684\u770b\u61c2\u3001\u80fd\u62ff\u53bb\u7528\u3001\u77e5\u9053\u8fb9\u754c**\u2014\u2014\u4e0d\u662f\u8ba9\u8bfb\u8005\u89c9\u5f97\u4f5c\u8005\u5f88\u61c2\u3002\n\n### \u516d\u6761\u5e95\u76d8\n\n1. **\u5de5\u7a0b\u5e08\u89c6\u89d2\u5148\u4e8e\u60c5\u7eea\u89c6\u89d2**:\u5148\u8bb2\u95ee\u9898\u3001\u7cfb\u7edf\u3001\u5de5\u5177\u3001\u8def\u5f84,\u518d\u8bb2\u611f\u53d7\u548c\u6001\u5ea6\u3002\n2. **\u4f5c\u8005\u5fc5\u987b\u771f\u7684\u5728\u573a**:\u6587\u7ae0\u91cc\u80fd\u770b\u5230\u771f\u5b9e\u5de5\u4f5c\u6d41\u75d5\u8ff9\u2014\u2014\u4e3a\u4ec0\u4e48\u78b0\u5230\u3001\u600e\u4e48\u89c2\u5bdf\u3001\u7528\u4e86\u4ec0\u4e48\u5de5\u5177/trace/\u547d\u4ee4/\u4ee3\u7801\u8def\u5f84\u3001\u54ea\u6b65\u6700\u6613\u8bef\u5224\u3001\u81ea\u5df1\u600e\u4e48\u4e0b\u5224\u65ad\u3002\n3. **\u7ed3\u6784\u611f\u5f3a,\u6807\u9898\u81ea\u5df1\u4f1a\u8bf4\u8bdd**:\u8bfb\u8005\u626b\u6807\u9898\u5c31\u5e94\u8be5\u77e5\u9053\u5168\u6587\u9aa8\u67b6\u3002\n4. **\u5224\u65ad\u660e\u786e,\u4f46\u5fc5\u987b\u4ea4\u4ee3\u4f9d\u636e\u548c\u8fb9\u754c**:\u7ed9\u51fa\u5224\u65ad\u540e\u5fc5\u987b\u8ddf\u4f9d\u636e\u3001\u6761\u4ef6\u3001\u9002\u7528\u8303\u56f4\u3002\n5. **\u6280\u672f\u8868\u8fbe\u6562\u5199\u5b9e**:\u5de5\u5177\u540d\u3001\u6a21\u5757\u540d\u3001\u7c7b\u540d\u3001\u8f68\u9053\u540d\u3001\u53c2\u6570\u3001\u7248\u672c\u3001\u8def\u5f84\u3001\u547d\u4ee4\u90fd\u6562\u5199\u5177\u4f53\u3002\n6. **\u7ed3\u5c3e\u514b\u5236,\u4e0d\u505a\u7a7a\u6d1e\u5347\u534e**:\u6280\u672f\u6587\u7ae0\u6536\u675f\u5373\u53ef,\u4e0d\u8981\u786c\u62d4\u9ad8\u5ea6\u3002\n\n### \u4fe1\u606f\u5bc6\u5ea6\n\n\u76ee\u6807\u4e0d\u662f\"\u6bcf\u53e5\u90fd\u5f88\u6ee1\",\u800c\u662f\"\u6bcf\u53e5\u90fd\u63a8\u8fdb\u7406\u89e3\"\u3002\n\n- \u4e00\u6bb5\u53ea\u505a\u4e00\u4ef6\u4e8b:\u4e0b\u5b9a\u4e49\u3001\u89e3\u91ca\u673a\u5236\u3001\u5c55\u793a\u8bc1\u636e\u3001\u4e0b\u5224\u65ad,\u4e0d\u8981\u4e71\u7096\u3002\n- \u9ad8\u5bc6\u5ea6\u89e3\u91ca\u6bb5\u4e2d\u95f4\u8981\u63d2\u5165**\u77ed\u7ed3\u8bba\u53e5/\u5217\u8868/\u56fe\u8868/\u4ee3\u7801\u89c2\u5bdf\u70b9**,\u7ed9\u8bfb\u8005\u6362\u6c14\u3002\n- \u4e0d\u8981\u8fde\u7eed\u585e 4 \u4e2a\u4ee5\u4e0a\u65b0\u6982\u5ff5,\u5fc5\u8981\u65f6\u62c6\u6bb5\u3002\n- **\u6838\u5fc3\u89c2\u70b9\u5168\u6587\u53ea\u51fa\u73b0 2 \u6b21**:\u5b9a\u4e49 + \u603b\u7ed3\u3002\u4e2d\u95f4\u6bb5\u843d\u76f4\u63a5\u4f7f\u7528,\u4e0d\u518d\u53cd\u590d\u89e3\u91ca\u3002\n- \u5220\u6389\u540e\u4e0d\u5f71\u54cd\u7406\u89e3\u7684\u6bb5,\u5c31\u662f\"\u6b63\u786e\u7684\u5e9f\u8bdd\",\u5220\u3002\n\n### \u547c\u5438\u611f\n\n\u547c\u5438\u611f\u4e0d\u662f\u6292\u60c5,\u662f\u8ba4\u77e5\u8d1f\u62c5\u63a7\u5236:\n\n- \u957f\u89e3\u91ca\u6bb5\u540e\u9762\u8ddf\u4e00\u53e5\u77ed\u5224\u65ad\u3002\n- \u590d\u6742\u673a\u5236\u524d\u5148\u7ed9\u5168\u666f\u56fe\u3002\n- \u957f\u4ee3\u7801\u5757\u524d\u5148\u8bf4\"\u91cd\u70b9\u770b\u54ea\u51e0\u884c\"\u3002\n- \u5173\u952e\u8282\u70b9\u52a0\u8bfb\u8005\u5f15\u5bfc,\u4f8b\u5982:`\u5148\u8bb0\u4f4f\u4e00\u4e2a\u7ed3\u8bba:...` / `\u5230\u8fd9\u91cc,A \u548c B \u7684\u533a\u522b\u5df2\u7ecf\u6e05\u695a\u3002`\n\n### \u53ef\u8bfb\u6027\u4f18\u5148\u4e8e\u8868\u9762\u5b8c\u6574\n\n\u5c55\u5f00\u987a\u5e8f:**\u95ee\u9898\u662f\u4ec0\u4e48 \u2192 \u4e3a\u4ec0\u4e48\u503c\u5f97\u770b \u2192 \u5148\u5efa\u7acb\u6574\u4f53\u56fe \u2192 \u518d\u4e0b\u94bb\u7ec6\u8282 \u2192 \u6700\u540e\u7ed9\u5224\u65ad\u548c\u8fb9\u754c**\u3002\u4e0d\u662f\u6240\u6709\u4e1c\u897f\u90fd\u8981\u4e00\u6b21\u8bb2\u5b8c,\u6309\u8bfb\u8005\u7684\u7406\u89e3\u987a\u5e8f\u8bb2\u3002\n\n---\n\n## \u4e8c\u3001\u6587\u7ae0\u7ed3\u6784\n\n### \u5e38\u89c1 5 \u7c7b\u957f\u6587\n\n1. **\u6280\u672f\u6df1\u5ea6/\u7cfb\u5217\u89e3\u6790**:\u8bb2\u6e05\u673a\u5236\u3001\u89c2\u6d4b\u65b9\u6cd5\u3001\u5206\u6790\u8def\u5f84\u3002\u7ed3\u6784:\u95ee\u9898\u5b9a\u4e49 \u2192 \u80cc\u666f\u6982\u5ff5 \u2192 \u7cfb\u7edf\u6d41\u7a0b \u2192 trace/\u4ee3\u7801/\u56fe\u793a \u2192 \u5b9e\u6218\u5efa\u8bae\u3002\n2. **\u5de5\u5177\u5b9e\u6218/\u67b6\u6784\u590d\u76d8**:\u8bf4\u660e\u4e3a\u4ec0\u4e48\u8fd9\u6837\u8bbe\u8ba1\u3001\u600e\u4e48\u843d\u5730\u3001\u8e29\u8fc7\u4ec0\u4e48\u5751\u3002\u7ed3\u6784:\u8d77\u56e0 \u2192 \u5173\u952e\u5224\u65ad \u2192 \u65b9\u6848\u62c6\u89e3 \u2192 \u53d6\u820d \u2192 \u8fb9\u754c\u3002\n3. **FAQ/Q&A**:\u628a\u8bfb\u8005\u6700\u5173\u5fc3\u7684\u95ee\u9898\u9010\u4e2a\u8bf4\u900f\u3002\u7ed3\u6784:\u95ee\u9898\u5217\u8868 \u2192 \u9010\u9898\u7ed3\u8bba \u2192 \u8bc1\u636e/\u8bef\u533a/\u8fb9\u754c\u3002\n4. **\u65b9\u6cd5\u8bba/\u884c\u4e1a\u89c2\u5bdf/\u5224\u65ad\u578b**:\u628a\u5206\u6563\u7ecf\u9a8c\u63d0\u70bc\u6210\u5224\u65ad\u6846\u67b6\u3002\u7ed3\u6784:\u73b0\u5b9e\u95ee\u9898 \u2192 \u4f5c\u8005\u5224\u65ad \u2192 \u62c6\u7ef4\u5ea6 \u2192 \u53cd\u4f8b/\u4ee3\u4ef7/\u8fb9\u754c\u3002\n5. **\u5de5\u5177\u4f53\u9a8c/\u8bfb\u4e66/\u793e\u7fa4/\u4eba\u7269**:\u6709\u4e2a\u4eba\u8272\u5f69\u4f46\u4ecd\u7136\u4ea4\u4ed8\u5b9e\u7528\u4ef7\u503c\u3002\u7ed3\u6784:\u7f18\u8d77 \u2192 \u5185\u5bb9/\u5de5\u5177/\u89c2\u70b9 \u2192 \u4f5c\u8005\u8865\u5145\u7406\u89e3 \u2192 \u63a8\u8350/\u603b\u7ed3\u3002\n\n### \u9ed8\u8ba4\u9aa8\u67b6\n\n```\n\u3010\u5f00\u5934\u3011\u76f4\u63a5\u4ea4\u4ee3\u95ee\u9898\u3001\u573a\u666f\u3001\u6587\u7ae0\u4efb\u52a1\n  \u2193\n\u3010\u80cc\u666f\u3011\u4e3a\u4ec0\u4e48\u503c\u5f97\u804a,\u8bfb\u8005\u80fd\u5e26\u8d70\u4ec0\u4e48,\u9700\u8981\u54ea\u4e9b\u524d\u7f6e\u77e5\u8bc6\n  \u2193\n\u3010\u4e3b\u4f53\u3011\u6309 3 \u5230 8 \u4e2a\u677f\u5757\u5c55\u5f00,\u6bcf\u5757\u53ea\u89e3\u51b3\u4e00\u4e2a\u95ee\u9898\n  \u2193\n\u3010\u5224\u65ad\u3011\u628a\u5c40\u90e8\u89c2\u5bdf\u63d0\u70bc\u6210\u66f4\u9ad8\u4e00\u5c42\u7684\u7406\u89e3\n  \u2193\n\u3010\u7ed3\u5c3e\u3011\u538b\u7f29\u7ed3\u8bba\u3001\u8865\u8fb9\u754c\u3001\u7ed9\u540e\u7eed\u9605\u8bfb\u6216\u884c\u52a8\u5efa\u8bae\n```\n\n### \u5f00\u5934\n\n\u4e09\u53e5\u5185\u5fc5\u987b\u5b8c\u6210\u4e09\u4ef6\u4e8b:\u8fd9\u7bc7\u5728\u8bb2\u4ec0\u4e48\u3001\u4e3a\u4ec0\u4e48\u503c\u5f97\u770b\u3001\u8bfb\u8005\u770b\u5b8c\u80fd\u5e26\u8d70\u4ec0\u4e48\u3002\n\n\u56db\u79cd\u5e38\u7528\u5f00\u5934:\n- **\u7cfb\u5217\u5b9a\u4f4d\u578b**:`\u672c\u6587\u662f XXX \u7cfb\u5217\u7684\u7b2c N \u7bc7,\u4e3b\u8981\u8bb2 YYY\u3002`\n- **\u8fd1\u671f\u4e8b\u4ef6/\u8bfb\u8005\u53cd\u9988\u578b**:`\u4e0a\u4e00\u7bc7\u53d1\u51fa\u53bb\u4e4b\u540e,\u5927\u5bb6\u6700\u5e38\u95ee\u7684\u662f...`\n- **\u8ba4\u77e5\u4fee\u6b63\u578b**:\u5148\u8bf4\u539f\u5148\u600e\u4e48\u60f3,\u518d\u8bf4\u771f\u6b63\u7528\u8fc7\u540e\u53d1\u73b0\u4ec0\u4e48\u3002\n- **\u5148\u7ed9\u5224\u65ad\u578b**:\u5f00\u5934\u5148\u7ed9\u5224\u65ad,\u518d\u5c55\u5f00\u7406\u7531\u548c\u8fb9\u754c\u3002\n\n**\u5f00\u5934\u7981\u533a**:\n- \u4e0d\u8981\u4ece\"\u5728\u8fd9\u4e2a\u65f6\u4ee3\"\"\u968f\u7740\u6280\u672f\u53d1\u5c55\"\u5f00\u8bb2\u3002\n- \u4e0d\u8981\u5148\u8bb2\u5927\u80cc\u666f,\u518d\u6162\u6162\u9760\u8fd1\u4e3b\u9898\u3002\n- \u4e0d\u8981\u5148\u7aef\u4e00\u4e2a\u6b63\u786e\u5e9f\u8bdd\u5f53\u5e3d\u5b50\u3002\n- \u4e0d\u8981\u628a\u76ee\u5f55\u611f\u5199\u6210\u6c47\u62a5\u611f\u3002\n\n### \u4e3b\u4f53\n\n- **\u4e00\u6bb5\u4e00\u4e49**:\u6bcf\u6bb5\u53ea\u627f\u62c5\u4e00\u4e2a\u4efb\u52a1,\u4e0d\u8981\u5728\u4e00\u4e2a\u6bb5\u91cc\u540c\u65f6\u505a 3 \u4ef6\u4e8b\u3002\n- **\u5148\u7ed9\u5168\u666f\u56fe,\u518d\u4e0b\u94bb**:\u6574\u4f53\u56fe\u666f \u2192 \u5173\u952e\u6a21\u5757 \u2192 trace/\u4ee3\u7801/\u6570\u636e \u2192 \u7ed3\u8bba\u3002\n- **\u5173\u952e\u8282\u70b9\u505a\u8bfb\u8005\u5f15\u5bfc**:`\u5148\u5efa\u7acb\u6574\u4f53\u56fe\u666f\u3002` / `\u5230\u8fd9\u91cc\u5148\u8bb0\u4f4f\u4e00\u4e2a\u533a\u522b\u3002` / `\u4e0b\u9762\u518d\u770b\u8fd9\u4e2a\u7ed3\u8bba\u662f\u600e\u4e48\u6765\u7684\u3002`\n- **\u987a\u5e8f\u8bbe\u8ba1**:\u5148\u653e\u57fa\u7ebf,\u518d\u653e\u8fdb\u9636\u4f8b\u5b50,\u6700\u540e\u653e\u6700\u80fd\u6539\u5199\u7406\u89e3\u7684\u4f8b\u5b50\u3002\n- **\u6982\u8981\u548c\u8be6\u8ff0\u5206\u5de5**:\u5982\u679c\u6709\"\u6982\u8981\"\u548c\"\u5c55\u5f00\"\u4e24\u4e2a\u7ae0\u8282,\u6982\u8981\u53ea\u70b9\u7ed3\u8bba(2-4 \u884c),\u5c55\u5f00\u8d1f\u8d23\u7ec6\u8282\u3002\u540c\u4e00\u5185\u5bb9\u4e0d\u5728\u4e24\u5904\u5404\u5199\u4e00\u904d\u3002\n- **\u7cfb\u5217\u6587\u7ae0\u4e0d\u91cd\u8ff0**:\u524d\u6587\u5df2\u5b9a\u4e49\u7684\u6982\u5ff5,\u540e\u6587\u5f15\u7528\u5373\u53ef,\u4e0d\u91cd\u65b0\u5c55\u5f00\u3002\n- **\u6a21\u4eff\u522b\u4eba\u65f6\u6a21\u4eff\u7ed3\u6784\u4e0d\u6a21\u4eff\u53e5\u5f0f**:\u501f\u9274\u7684\u662f\u5224\u65ad\u7ec4\u7ec7\u65b9\u5f0f\u3001\u8bc1\u636e\u7f16\u6392\u987a\u5e8f,\u4e0d\u662f\u8868\u9762\u53e5\u5f0f\u548c\u5386\u53f2\u6392\u7248\u566a\u97f3\u3002\n- **\u9879\u76ee\u89c4\u5219\u4e0d\u6df7\u8fdb\u901a\u7528\u89c4\u5219**:\u9879\u76ee\u4e13\u5c5e\u672f\u8bed\u3001\u7248\u672c\u5c55\u793a\u3001\u54c1\u724c\u8bed\u6c14\u548c\u4fe1\u606f\u67b6\u6784\u653e\u5230\u9879\u76ee\u8986\u76d6\u89c4\u5219\u91cc,\u4e0d\u8981\u5199\u8fdb\u901a\u7528\u5199\u4f5c\u89c4\u8303\u3002\n\n### \u53e5\u5f0f\u4e0e\u8282\u594f\n\n1. **\u5148\u76f4\u8bf4,\u518d\u5c55\u5f00**:\u7b2c\u4e00\u4e24\u53e5\u5c31\u628a\u4e2d\u5fc3\u8bf4\u51fa\u6765,\u4e0d\u8981\u515c\u5708\u3002\n2. **\u957f\u53e5\u88c5\u4fe1\u606f,\u77ed\u53e5\u843d\u9524**:\u957f\u53e5\u4ea4\u4ee3\u80cc\u666f/\u8fb9\u754c/\u5bf9\u8c61,\u77ed\u53e5\u4e0b\u5224\u65ad\u3002\n3. **\u4e0d\u7528\u7b2c\u4e00\u4eba\u79f0**:\u4e0d\u5199\"\u6211\u8ba4\u4e3a\"/\"\u6211\u5efa\u8bae\"/\"\u6211\u901a\u5e38\u4f1a\"\u3002\u76f4\u63a5\u7ed9\u7ed3\u8bba\u6216\u6b65\u9aa4\u3002\n4. **\u771f\u5b9e\u7ec6\u8282\u53ef\u501f,\u8868\u6f14\u611f\u4e0d\u53ef\u501f**:\u72b9\u8c6b\u3001\u53d6\u820d\u3001\u8e29\u8fc7\u7684\u5751\u53ef\u4ee5\u51fa\u73b0;\u5f3a\u60c5\u7eea\u55b7\u53d1\u3001\u7f51\u7edc\u53e3\u7656\u3001\u620f\u5267\u5316\u6bb5\u5b50\u611f\u4e0d\u53ef\u4ee5\u3002\n\n### \u7ed3\u5c3e\n\n\u4f18\u5148\u56db\u79cd\u6536\u6cd5:\n1. \u4e00\u53e5\u5224\u65ad\u6536\u5c3e\u3002\n2. \u6b63\u6587\u540e\u7ed9 references/\u5ef6\u4f38\u9605\u8bfb\u3002\n3. \u7ed9\u8bfb\u8005\u4e0b\u4e00\u6b65\u52a8\u4f5c\u3002\n4. \u56de\u6263\u5f00\u5934\u95ee\u9898\u4e00\u6b21,\u4e0d\u505a\u6587\u5b66\u5316\u56de\u73af\u3002\n\n**\u7ed3\u5c3e\u7981\u533a**:\n- \u4e0d\u8981\u7a81\u7136\u4e0a\u4ef7\u503c\u3002\n- \u4e0d\u8981\u628a\u7ed3\u8bba\u5199\u6210\u53e3\u53f7\u3002\n- \u4e0d\u8981\u5047\u88c5\u5f00\u653e\u5f0f\u7ed3\u5c3e\u5176\u5b9e\u4ec0\u4e48\u4e5f\u6ca1\u8bf4\u3002\n- \u4e0d\u8981\u628a\u5168\u6587\u53c8\u7a7a\u6cdb\u590d\u8ff0\u4e00\u904d\u3002\n\n---\n\n## \u4e09\u3001\u7981\u7528\u8bcd\u4e0e\u53e5\u5f0f\n\n\u5b8c\u6574\u89c4\u5219\u89c1 `references/style-rules.md`\u3001`references/less-ai-tone.md`\u3001`references/copy-editing.md`\u3001`references/document-style-guide.md`\u3001`references/chinese-copywriting-guidelines.md` \u548c `references/human-feel.md`\u3002\u5199\u4f5c\u3001\u6539\u5199\u3001\u8d28\u68c0\u524d\u5fc5\u987b\u6309\u9700\u8bfb\u53d6\u3002\n\n\u7cbe\u4fee/\u53bb AI \u5473\u5148\u8bfb `references/less-ai-tone.md`\uff1a\u7ffb\u6848\u8154\u3001\u987f\u53f7\u8fc7\u5bc6\u3001\u76f8\u90bb\u53e5\u540c\u6784\u3001\u63ed\u6653\u5f0f\u7834\u6298\u53f7\u3001\u63d0\u793a\u8bed/\u7a7a\u8f6c\u53e5\u5192\u53f7\u3001\u5e8f\u6570\u8bcd\u5c0f\u6807\u9898\u3001\u62df\u4eba\u55bb\u4f53\u3001\u6982\u62ec\u76d6\u6570\u636e\u3001\u4e94\u79cd\u7ffb\u8bd1\u8154\u3001\u6bb5\u9996\u96f6\u4e3b\u8bed\u3002\u4f5c\u8005\u5c42\u518d\u5904\u7406\uff1a\u7981\u7528\u8bcd\u3001\u610f\u4e49\u901a\u80c0\u3001\u5047\u60f3\u8bfb\u8005\u9519\u8bef\u3001\u5197\u4f59\u786e\u8ba4\u526f\u8bcd\u3001\u6280\u672f\u7a3f\u60ac\u7a7a\u52a8\u8bcd\u3001\u7ed3\u6784\u6027\u5143\u53d9\u8ff0\u3001\u540c\u4e49\u8bcd\u8f6e\u6362\u3001\u77eb\u9970\u3001\u793e\u4ea4\u5bfc\u6f14\u53e5\u3002\u4e2d\u6587\u6280\u672f\u6587\u6863\u53e5\u5f0f\u6309\u962e\u4e00\u5cf0\u91c7\u7528\u7a3f\uff1b\u4e2d\u82f1\u6587\u6392\u7248\u6309\u6392\u7248\u6307\u5317\u91c7\u7528\u7a3f\u3002\n\nAndroid\u3001\u6027\u80fd\u4f18\u5316\u3001Perfetto\u3001\u7cfb\u7edf\u673a\u5236\u7c7b\u6587\u7ae0\u8fd8\u8981\u8bfb\u53d6 `references/android-terminology.md`\u3002\u8fd9\u7c7b\u6587\u7ae0\u91cc\uff0c`\u6e32\u67d3\u94fe\u8def`\u3001`\u8f93\u5165\u94fe\u8def`\u3001`Binder \u8c03\u7528\u94fe`\u3001`BufferQueue`\u3001`fence` \u7b49\u8bcd\u53ef\u80fd\u662f\u51c6\u786e\u672f\u8bed\uff0c\u4e0d\u80fd\u56e0\u4e3a\u547d\u4e2d\u9ed1\u8bdd\u8bcd\u5e93\u5c31\u673a\u68b0\u66ff\u6362\u3002\n\n---\n\n## \u56db\u3001\u5c55\u793a\u89c4\u8303\n\n### \u4ee3\u7801\n\n1. **\u4ee3\u7801\u5757\u524d\u5fc5\u987b\u6709\"\u7528\u9014\u53e5\"**:\u4ea4\u4ee3\u8fd9\u6bb5\u8981\u8bc1\u660e\u4ec0\u4e48\u3001\u8bfb\u8005\u91cd\u70b9\u770b\u54ea\u91cc\u3001\u770b\u5b8c\u8981\u5f97\u5230\u4ec0\u4e48\u7ed3\u8bba\u3002\n2. **\u4ee3\u7801\u5757\u5185\u8981\u53ef\u8bfb**:\u7528\u6807\u51c6 Markdown \u4ee3\u7801\u5757\u5e76\u6807\u6ce8\u8bed\u8a00,\u547d\u540d/\u7f29\u8fdb/\u6362\u884c\u9075\u5faa\u8bed\u8a00 style guide\u3002\n3. **\u53ef\u4ee5\u7701\u7565\u4f46\u8981\u660e\u786e**:\u7528\u8be5\u8bed\u8a00\u7684\u6ce8\u91ca\u6807\u660e,\u522b\u7528\u542b\u7cca\u7684 `...`\u3002\u4f8b\u5982 `// Several unrelated lines are omitted.`\n4. **\u4ee3\u7801\u540e\u5fc5\u987b\u6709\"\u89e3\u91ca\u53e5\"**:\u89e3\u91ca\u4e3a\u4ec0\u4e48\u8fd9\u91cc\u5173\u952e\u3001\u5982\u4f55\u548c\u4e0a\u6587\u7ed3\u8bba\u5bf9\u5e94\u3001\u8bfb\u8005\u5b9e\u6218\u91cc\u600e\u4e48\u89c2\u5bdf\u3002\n5. **\u5927\u6bb5\u4ee3\u7801\u7684\u5904\u7406**:\u6b63\u6587\u53ea\u4fdd\u7559\u9aa8\u67b6\u548c\u5173\u952e\u8def\u5f84,\u8fc7\u957f\u4ee3\u7801\u653e\u4ed3\u5e93/Gist/\u9644\u5f55\u3002\n6. **\u4ee3\u7801\u8d28\u91cf**:\u80fd\u8fd0\u884c\u7684\u7ed9\u53ef\u8fd0\u884c\u7248\u672c;\u4e0d\u80fd\u8fd0\u884c\u7684\u660e\u786e\u8bf4\u660e\u662f\"\u793a\u610f/\u4f2a\u4ee3\u7801/\u8282\u9009\";\u4e0d\u51c6\u7f16\u9020\u4e0d\u5b58\u5728\u7684 API/\u7c7b\u540d/\u65b9\u6cd5\u540d\u3002\n\n### \u6570\u636e\n\n1. **\u5148\u51b3\u5b9a\u8868\u8fbe\u5f62\u5f0f**:\u4e00\u53e5\u8bdd\u80fd\u8bf4\u6e05\u7528\u6587\u5b57,\u5c11\u91cf\u5bf9\u6bd4\u7528\u5217\u8868,\u591a\u6307\u6807\u5bf9\u6bd4\u7528\u8868\u683c,\u8d8b\u52bf/\u6ce2\u52a8\u7528\u56fe\u8868,\u65f6\u5e8f\u5173\u7cfb\u7528\u6d41\u7a0b\u56fe\u3002\n2. **\u6570\u636e\u5fc5\u987b\u6709\u53c2\u7167\u7269**:\u4efb\u4f55\u6570\u5b57\u90fd\u8981\u8865\u5355\u4f4d\u3001\u6d4b\u8bd5\u6761\u4ef6\u3001\u5bf9\u6bd4\u57fa\u7ebf\u3001\u662f\u5426\u7a33\u5b9a\u590d\u73b0\u3001\u6837\u672c\u8303\u56f4\u3002\n3. **\u8868\u683c\u4e0d\u662f\u5806\u6599\u533a**:\u53ea\u653e\u8bfb\u8005\u9700\u8981\u6a2a\u5411\u6bd4\u8f83\u7684\u5b57\u6bb5\u3002\n4. **\u56fe\u8868\u4e0d\u662f\u88c5\u9970**:\u8981\u56de\u7b54\u4e00\u4e2a\u660e\u786e\u95ee\u9898\u3002\n5. **\u7ed3\u8bba\u5fc5\u987b\u56de\u8fde\u6570\u636e**:\u56fe\u8868/\u8868\u683c\u540e\u9762\u5fc5\u987b\u8865\u4e00\u53e5\u89e3\u91ca\u8fd9\u7ec4\u6570\u636e\u652f\u6301/\u4e0d\u652f\u6301\u4ec0\u4e48\u3002\n\n### \u5217\u8868\n\n**\u6838\u5fc3\u539f\u5219:\u5217\u8868\u4e0d\u80fd\u662f\u76ee\u5f55,\u5fc5\u987b\u662f\u5185\u5bb9\u3002**\u6bcf\u4e2a\u5217\u8868\u9879\u5fc5\u987b\u81ea\u5e26\u4fe1\u606f\u589e\u91cf,\u8bfb\u8005\u8bfb\u5b8c\u8be5\u9879\u5c31\u77e5\u9053\"\u8fd9\u662f\u4ec0\u4e48/\u4e3a\u4ec0\u4e48/\u600e\u4e48\u7528\"\u3002\n\n\u274c \u7981\u6b62\u7684\u5199\u6cd5:\n```\n- threads\n- slices\n- counters\n```\n\n\u2705 \u6b63\u786e\u7684\u5199\u6cd5:\n```\n- threads:\u6309 tid \u5206\u7ec4\u7684\u7ebf\u7a0b\u8f68\u9053,\u7528\u4e8e\u5b9a\u4f4d\u4e3b\u7ebf\u7a0b\u3001RenderThread\u3001Binder \u7ebf\u7a0b\u7684\u6267\u884c\u65f6\u95f4\n- slices:\u51fd\u6570\u8c03\u7528\u7684\u65f6\u95f4\u533a\u95f4,\u989c\u8272\u6df1\u5ea6\u8868\u793a\u8c03\u7528\u6808\u5c42\u7ea7,\u7528\u4e8e\u5b9a\u4f4d\u54ea\u4e2a\u51fd\u6570\u8017\u65f6\u957f\n```\n\n**\u5224\u65ad\u6807\u51c6**:\u5220\u6389\u5217\u8868\u9879\u540e\u9762\u7684\u63cf\u8ff0\u53ea\u7559\u540d\u8bcd,\u8bfb\u8005\u4f1a\u4e0d\u4f1a\u5c11\u77e5\u9053\u4ec0\u4e48?\u5982\u679c\u4e0d\u4f1a,\u8bf4\u660e\u63cf\u8ff0\u4e0d\u591f\u3002\n\n### \u56fe\u8868\n\n| \u56fe\u8868\u7c7b\u578b | \u5de5\u5177 | \u4ee3\u7801\u56f4\u680f | \u9002\u7528\u573a\u666f |\n|----------|------|----------|----------|\n| \u6d41\u7a0b\u56fe/\u65f6\u5e8f\u56fe/\u72b6\u6001\u673a | mermaid | ` ```mermaid ` | \u6e32\u67d3\u7ba1\u7ebf\u3001VSync \u65f6\u5e8f\u3001\u72b6\u6001\u6d41\u8f6c |\n| \u5206\u5c42\u67b6\u6784\u56fe | architecture | ` ```architecture ` | \u7cfb\u7edf\u67b6\u6784\u3001\u6a21\u5757\u5206\u5c42 |\n| \u6570\u636e\u56fe\u8868(\u67f1/\u6298/\u6563\u70b9/\u70ed\u529b\u56fe) | vega | ` ```vega-lite ` | \u5e27\u7387\u66f2\u7ebf\u3001\u529f\u8017\u5bf9\u6bd4\u3001\u6e29\u5ea6\u8d8b\u52bf |\n| \u590d\u6742\u4f9d\u8d56/\u8c03\u7528\u56fe | graphviz | ` ```dot ` | \u7c7b\u7ee7\u627f\u3001Binder \u8c03\u7528\u94fe\u3001\u6a21\u5757\u4f9d\u8d56\u6811 |\n| \u4fe1\u606f\u5361\u7247/\u65f6\u95f4\u7ebf/\u5bf9\u6bd4 | infographic | ` ```infographic ` | \u4f18\u5316\u6548\u679c\u5bf9\u6bd4\u3001\u5de5\u5177\u8bc4\u5206\u3001\u65b9\u6cd5\u8bba\u603b\u89c8 |\n| \u601d\u7ef4\u5bfc\u56fe/\u77e5\u8bc6\u56fe\u8c31 | canvas | ` ```canvas ` | \u77e5\u8bc6\u4f53\u7cfb\u7ed3\u6784\u3001\u6982\u5ff5\u5173\u7cfb |\n\n\u9009\u62e9\u539f\u5219:\u80fd\u7528 mermaid \u7684\u4e0d\u7528 graphviz;\u6570\u636e\u5bf9\u6bd4\u4f18\u5148 vega;\u67b6\u6784\u5206\u5c42\u4f18\u5148 architecture;\u516c\u4f17\u53f7\u6587\u7ae0\u4f18\u5148 mermaid \u548c infographic(\u6e32\u67d3\u517c\u5bb9\u6027\u597d)\u3002\n\n**\u67b6\u6784\u56fe\u7684\u7701\u7565\u8fb9\u754c**:\u753b\u65f6\u5e8f\u56fe/\u67b6\u6784\u56fe\u53ef\u4ee5\u7701\u88c5\u9970\u548c\u540c\u5c42\u7ec6\u8282,\u4f46**\u4e0d\u80fd\u7701\u7565\u8bfb\u8005\u8ddf\u7740 trace \u8d70\u7684\u5173\u952e\u4e2d\u8f6c\u5c42**\u3002\u5224\u65ad:\u8fd9\u4e2a\u8282\u70b9\u5728 Perfetto trace \u91cc\u6709\u6ca1\u6709\u72ec\u7acb\u7684\u7ebf\u7a0b/counter/slice?\u6709\u5c31\u4e0d\u80fd\u7701\u2014\u2014\u8bfb\u8005\u4f1a\u62ff\u56fe\u5bf9\u7167 trace,\u627e\u4e0d\u5230\u5bf9\u5e94\u7269\u5c31\u4f1a\u8bef\u89e3\u6210\"\u76f4\u63a5\u8de8\u8fc7\u53bb\u4e86\"\u3002\u753b\u56fe\u524d\u5148\u95ee:\"\u8bfb\u8005\u62ff\u8fd9\u5f20\u56fe\u5bf9\u7167 trace \u65f6\u4f1a\u627e\u54ea\u4e9b\u5173\u952e\u8bcd?\"\u90a3\u4e9b\u5173\u952e\u8bcd\u5bf9\u5e94\u7684\u8282\u70b9\u90fd\u5fc5\u987b\u51fa\u73b0\u3002\n\n### \u672f\u8bed\n\n- **\u6709\u7a33\u5b9a\u4e2d\u6587\u8bd1\u6cd5\u7684\u82f1\u6587\u8bcd\u5fc5\u987b\u6362\u6210\u4e2d\u6587**(\u7ffb\u8bd1\u8154\u5957\u8def\u56db)\u3002AI \u751f\u6210\u7684\u4e2d\u6587\u91cc\u5e38\u7559\u539f\u6837\u82f1\u6587\u2014\u2014context\u3001state\u3001cache\u3001claim \u4e4b\u7c7b,\u8bfb\u8005\u6bcf\u6b21\u8981\u5728\u8111\u5b50\u91cc\u5207\u6362\u4e00\u4e0b\"context \u2192 \u4e0a\u4e0b\u6587\"\u3001\"claim \u66f4\u786c \u2192 \u5224\u65ad\u8bf4\u5f97\u66f4\u91cd\"\u3002\u4e00\u6bb5\u91cc\u5207\u4e03\u516b\u6b21,\u8bfb\u5b8c\u5c31\u7d2f\u4e86\u3002\n  - \u5df2\u6709\u7a33\u5b9a\u8bd1\u6cd5\u7684\u4e00\u5f8b\u7ffb\u8bd1:\u4e0a\u4e0b\u6587(\u4e0d\u662f context)\u3001\u72b6\u6001(\u4e0d\u662f state)\u3001\u7f13\u5b58(\u4e0d\u662f cache)\u3001\u65ad\u8a00(\u4e0d\u662f claim)\u3001\u8fd0\u884c\u65f6\u3001\u534f\u8bae\u5c42\u3001\u5951\u7ea6\u5c42\u3002\n  - \u4ecd\u5728\u62a2\u7684\u672f\u8bed\u4fdd\u7559\u82f1\u6587:prompt\u3001embedding\u3001tokenizer\u3001harness\u3001agent \u7b49\u2014\u2014\u8fd9\u4e9b\u5728\u4e2d\u6587\u6280\u672f\u5708\u8fd8\u6ca1\u6536\u655b\u5230\u901a\u7528\u8bd1\u6cd5\u3002\n  - \u5224\u65ad\u6807\u51c6:\u4e2d\u6587\u5708\u91cc\u8ba8\u8bba\u8fd9\u4e2a\u6982\u5ff5\u6709\u6ca1\u6709\u7edf\u4e00\u672f\u8bed?\u6709\u5c31\u6362\u4e2d\u6587;\u6ca1\u7edf\u4e00\u5c31\u4fdd\u7559\u82f1\u6587\u3002\u4fdd\u7559\u82f1\u6587\u7684\u524d\u63d0\u662f\"\u4e2d\u6587\u5708\u8fd8\u6ca1\u516c\u8ba4\u8bd1\u6cd5\",\u4e0d\u662f\"\u5199\u4f5c\u8005\u4e0d\u60f3\u7ffb\"\u3002\n- \u4e00\u7c7b\u4f8b\u5916:\u5df2\u7ecf\u6210\u4e3a\u4e13\u6709\u540d\u8bcd/\u6807\u8bc6\u7b26\u7684\u82f1\u6587\u4fdd\u7559\u2014\u2014Android\u3001Perfetto\u3001VSync\u3001Binder\u3001`trace_processor`\u3001Workflow\u3001Agent(\u4f5c\u4e3a RN/LangChain \u7b49\u6846\u67b6\u91cc\u7684\u5177\u4f53\u7ec4\u4ef6\u540d\u65f6)\u7b49\u3002\n- Android \u6587\u7ae0\u5148\u6309\u7cfb\u7edf\u5bf9\u8c61\u548c\u89c2\u6d4b\u8bc1\u636e\u5224\u65ad\u672f\u8bed\u3002\u80fd\u5bf9\u5e94\u5230\u6e90\u7801\u7c7b\u3001\u7cfb\u7edf\u670d\u52a1\u3001\u7ebf\u7a0b\u3001trace \u8f68\u9053\u3001slice/counter\u3001buffer/fence \u72b6\u6001\u7684\u8bcd,\u6309\u9886\u57df\u672f\u8bed\u5904\u7406;\u6ca1\u6709\u5177\u4f53\u5bf9\u8c61\u548c\u8fb9\u754c\u7684,\u518d\u6309\u9ed1\u8bdd\u5904\u7406\u3002\n- \u53ea\u6821\u6b63\u6587\u4e2d\u7684\u53ef\u89c1\u672f\u8bed,\u4e0d\u8981\u673a\u68b0\u6539\u52a8\u4ee3\u7801\u3001\u5b57\u6bb5\u3001\u8def\u5f84\u3001URL\u3001trace \u540d\u79f0\u3001\u7ebf\u7a0b\u540d\u3001counter \u540d\u79f0\u548c\u5916\u90e8\u539f\u6587\u5f15\u7528\u3002\n- \u7b2c\u4e00\u6b21\u51fa\u73b0\u7684\u65b0\u6982\u5ff5,\u5148\u7ed9\u4e00\u53e5\u4eba\u8bdd\u89e3\u91ca,\u518d\u5c55\u5f00\u3002\n- \u4e0d\u8981\u4e3a\u4e86\"\u901a\u4fd7\"\u727a\u7272\u7cbe\u786e\u6027\u2014\u2014\u4e0d\u8981\u628a\u672f\u8bed\u89e3\u91ca\u6210\u53e6\u4e00\u4e2a\u66f4\u7a7a\u7684\u672f\u8bed\u3002\n\n---\n\n## \u4e94\u3001AI \u534f\u4f5c\u89c4\u8303\n\n### AI \u64c5\u957f\u505a\u7684\n\n- \u6574\u7406\u8d44\u6599\u3001\u63d0\u7eb2\u3001\u76ee\u5f55\n- \u628a\u5df2\u6709\u89c2\u70b9\u6269\u6210\u66f4\u5b8c\u6574\u7684\u7ed3\u6784\n- \u7ed9\u51fa\u591a\u4e2a\u89e3\u91ca\u7248\u672c\u5e2e\u9009\u66f4\u6613\u61c2\u7684\n- \u8865\u5168\u53ef\u8bfb\u6027\u68c0\u67e5\u9879,\u627e\u9ed1\u8bdd/\u91cd\u590d\u53e5/AI \u5473\u53e5\u5f0f\n- \u534f\u52a9\u6574\u7406\u8868\u683c/\u6e05\u5355/\u5bf9\u6bd4\u77e9\u9635\n- \u6309\u65e2\u5b9a\u89d2\u5ea6\u6269\u5199\u5df2\u6709\u6bb5\u843d\n\n### AI \u4e0d\u80fd\u4ee3\u66ff\u4f5c\u8005\u505a\u7684\n\n- \u51b3\u5b9a\u6587\u7ae0\u7684\u6838\u5fc3\u89d2\u5ea6\n- \u7f16\u9020\u7b2c\u4e00\u624b\u7ecf\u9a8c/\u5b9e\u9a8c/trace \u89c2\u5bdf/\u6027\u80fd\u6570\u636e\n- \u4ee3\u66ff\u4f5c\u8005\u627f\u62c5\u6280\u672f\u6b63\u786e\u6027\n- \u4ee3\u66ff\u4f5c\u8005\u505a\u6700\u7ec8\u53d6\u820d\u548c\u5224\u65ad\n- \u5047\u88c5\u5b83\u771f\u7684\u8dd1\u8fc7\u4f5c\u8005\u7684\u5de5\u7a0b\u73af\u5883\n\n### \u534f\u4f5c\u6d41\u7a0b\n\n```\n\u4eba:\u7ed9\u51fa\u4e3b\u9898\u3001\u8bfb\u8005\u5bf9\u8c61\u3001\u81ea\u5df1\u7684\u5224\u65ad\u3001\u771f\u5b9e\u7ecf\u5386\u3001\u5173\u952e\u8bc1\u636e\n  \u2193\nAI:\u6574\u7406\u7ed3\u6784\u3001\u8865\u53c2\u8003\u8d44\u6599\u3001\u63d0\u51fa\u53ef\u8bfb\u6027\u4f18\u5316\u65b9\u6848\n  \u2193\n\u4eba:\u8865\u4e00\u624b\u7ec6\u8282\u3001\u5220\u9519\u7684\u3001\u6539\u5224\u65ad\u3001\u538b\u98ce\u683c\n  \u2193\nAI:\u6309\u56db\u5c42\u8d28\u68c0\u505a\u68c0\u67e5,\u6307\u51fa\u5177\u4f53\u95ee\u9898\n  \u2193\n\u4eba:\u7ec8\u5ba1,\u786e\u8ba4\u51c6\u786e\u6027\u3001\u8fb9\u754c\u3001\u53ef\u53d1\u5e03\u6027\n```\n\n### \u5fc5\u8dd1\uff1a\u5199\u4f5c\u540e\u8d28\u68c0\u4e0d\u662f\u53ef\u9009\u6b65\u9aa4\n\n\u6309\u672c skill \u751f\u6210\u7684\u7b2c\u4e00\u7248\u53ea\u80fd\u7b97\u8349\u7a3f,\u4e0d\u80fd\u76f4\u63a5\u5f53\u53d1\u5e03\u7a3f\u3002\u5c24\u5176\u662f\u516c\u4f17\u53f7/\u77e5\u4e4e\u957f\u6587\u3001\u6280\u672f\u65b9\u6cd5\u8bba\u3001\u5916\u6587\u89c2\u70b9\u89e3\u8bfb\u8fd9\u7c7b\u4efb\u52a1,\u6a21\u578b\u4f1a\u81ea\u7136\u6ed1\u56de\u300c\u4e0d\u662f X,\u800c\u662f Y\u300d\u300c\u4e0d\u53ea\u662f X,\u8fd8 Y\u300d\u300c\u771f\u6b63/\u5176\u5b9e/\u5b9e\u9645\u4e0a\u300d\u7b49\u9ad8\u9891\u8bba\u8ff0\u53e5\u5f0f\u3002\u5373\u4f7f\u7ed3\u6784\u548c\u5185\u5bb9\u5df2\u7ecf\u7b26\u5408\u672c skill,\u4e5f\u5fc5\u987b\u5728\u4ea4\u4ed8\u524d\u8dd1\u4e00\u8f6e\u89c4\u5219\u626b\u63cf\u548c\u786c\u4fee\u3002\n\n\u4ea4\u4ed8\u524d\u81f3\u5c11\u68c0\u67e5\u5e76\u4fee\u6389:\n\n- `\u4e0d\u662f[^\u3002\\n]{0,25}\u800c\u662f|\u4e0d\u53ea\u662f[^\u3002\\n]{0,25}\u8fd8|\u5e76\u975e[^\u3002\\n]{0,25}\u800c\u662f|\u4e0d\u4ec5\u4ec5\u662f[^\u3002\\n]{0,25}\u66f4\u662f|\u4e0e\u5176\u8bf4`\n- `\u771f\u6b63|\u5b9e\u9645\u4e0a|\u5176\u5b9e|\u6839\u672c|\u5f7b\u5e95|\u786e\u5b9e` \u9ad8\u9891\u526f\u8bcd,\u5355\u8bcd\u7d2f\u8ba1\u8fc7\u591a\u8981\u538b\u6389,\u65e0\u4fe1\u606f\u589e\u91cf\u7684\u5168\u90e8\u5220\n- `\u6700\u503c\u5f97\u770b|\u6700\u503c\u5f97|\u503c\u5f97\u4e00\u770b` \u7b49\u7528\u6237\u660e\u786e\u4e0d\u559c\u6b22\u7684\u8bc4\u4ef7 opener\n- `\u628a\u753b\u9762|\u628a\u5356\u70b9\u5199\u6210|\u628a\u8bc4\u6d4b\u62c6|\u53d9\u4e8b\u8f6c\u5230|\u5b98\u7f51\u628a|\u8df3\u5f97\u66f4|\u5347\u5e45\u5927` \u673a\u6784\u62df\u4eba/\u7a7a\u6bd4\u8f83\uff1b\u547d\u4e2d\u5c31\u6539\u6210\u300c\u8c01\u3001\u6570\u5b57\u3001\u8ddf\u8c01\u6bd4\u300d\n- \u4e2d\u6587\u6392\u7248\u6309 `references/chinese-copywriting-guidelines.md` \u626b\u4e2d\u82f1\u6587/\u6570\u5b57\u7a7a\u683c\u3001\u5355\u4f4d\u7a7a\u683c\u3001\u91cd\u590d\u6807\u70b9\uff1b\u6309 `references/document-style-guide.md` \u626b\u53cc\u91cd\u5426\u5b9a\u3001\u300c\u964d\u4f4e N \u500d\u300d\u3001\u6807\u9898\u8df3\u7ea7\u3002\u4e0d\u8981\u628a\u88ab\u52a8\u53e5\u672c\u8eab\u5f53\u4e0d\u5408\u683c\n- \u8bed\u6599\u5c42\u6309 `references/less-ai-tone.md` \u626b\u7ffb\u6848\u8154\u3001\u7a7a\u8f6c\u53e5\u5192\u53f7\u3001\u6bb5\u9996\u96f6\u4e3b\u8bed\u3001\u8fc7\u957f\u524d\u7f6e\u5b9a\u8bed\u3001\u300c\u5f53\u2026\u2026\u65f6\u300d\u3001\u524d\u7f6e\u8bdd\u9898\u58f3\u3001\u53e5\u9996\u300c\u7136\u800c/\u56e0\u6b64/\u6b64\u5916\u300d\u3001\u300c\u8fd9\u610f\u5473\u7740\u300d\u590d\u8ff0\u3002\u672a\u547d\u4e2d\u7684\u53e5\u5b50\u4e0d\u8981\u6539\n- \u7ed3\u6784\u6027\u5143\u53d9\u8ff0\u3001\u5047\u60f3\u8bfb\u8005\u9519\u8bef\u3001\u610f\u4e49\u901a\u80c0\u3001\u987a\u624b\u8865\u5206\u6790\u3002\u6b63\u6587\u300c\u9996\u5148\u2026\u2026\u5176\u6b21\u300d\u548c\u95ee\u53e5\u4e0d\u8981\u5f53 AI \u5473\u5220\n- \u793e\u4ea4\u7a3f\u518d\u6309 `references/social-output-gate.md` \u626b\u4e00\u904d\uff1achangelog \u7efc\u8ff0\u3001\u5426\u5b9a\u5f00\u573a\u3001`\u4e00\u3001\u4e8c\u3001\u4e09` \u529f\u80fd\u5e76\u5217\u3001\u53e3\u53f7\u6536\u5c3e\u3001\u540d\u4eba\u786c\u6302\u94a9\u3001\u5bfc\u6f14\u53e5\u3001\u7a7a\u6bd4\u8f83\n- \u793e\u4ea4\u7a3f\u51fa\u58f0\u6d4b\u8bd5\uff1a\u6bcf\u53e5\u95ee\u300c\u670b\u53cb\u4e4b\u95f4\u4f1a\u4e0d\u4f1a\u8fd9\u4e48\u8bf4\u300d\uff1b\u4e0d\u4f1a\u5c31\u91cd\u5199\uff0c\u4e0d\u8981\u53ea\u6362\u8bcd\n\n\u5de5\u4f5c\u987a\u5e8f\u56fa\u5b9a\u4e3a:\u5148\u6309 skill \u51fa\u5b8c\u6574\u7a3f \u2192 \u7acb\u523b\u626b\u63cf \u2192 \u786c\u4fee\u53e5\u5f0f\u548c\u7981\u7528\u8bcd \u2192 \u62bd\u8bfb\u5173\u952e\u6bb5\u843d \u2192 \u518d\u4ea4\u4ed8\u53ef\u53d1\u5e03\u7248\u3002\u4e0d\u8981\u628a\u201c\u6309 skill \u5199\u4e86\u201d\u8bef\u5f53\u6210\u201c\u901a\u8fc7 skill \u8d28\u68c0\u201d\u3002\n\n### \u786c\u89c4\u5219\n\n- **\u4e0d\u80fd\u628a AI \u751f\u6210\u7684\"\u50cf\u771f\u7684\"\u5f53\u6210\"\u771f\u7684\"**\u2014\u2014\u5fc5\u987b\u6838\u5b9e\u3002\n- **\u4e0d\u80fd\u8ba9 AI \u81ea\u52a8\u8865\u9f50\u4e0d\u5b58\u5728\u7684\u5b9e\u9a8c\u7ed3\u8bba**\u3002\n- **\u4e0d\u80fd\u628a AI \u7684\u5e73\u6ed1\u8868\u8ff0\u539f\u6837\u7aef\u4e0a\u53bb**\u2014\u2014\u5fc5\u987b\u4e8c\u6b21\u6539\u5199\u3002\n- **\u4e0d\u80fd\u4e00\u8f6e\u751f\u6210\u76f4\u63a5\u53d1\u5e03**\u3002\n- **\u4e0d\u80fd\u6284\u522b\u4eba\u7684\u6846\u67b6/\u89c2\u70b9\u4e0d\u6807\u6765\u6e90**\u3002\n- **\u53d1\u5e03\u7a3f\u53ea\u9762\u5411\u8bfb\u8005,\u4e0d\u7559\u7f16\u8f91\u75d5\u8ff9**:\u6b63\u6587\u4e2d\u4e0d\u51fa\u73b0\"\u8fd9\u4e00\u7248\"/\"\u4e0a\u4e00\u7a3f\"/\"\u6309\u8981\u6c42\u6539\u8fc7\"\u7b49\u5199\u4f5c\u8fc7\u7a0b\u8bb0\u5f55\u3002\n\n---\n\n## \u516d\u3001\u8d28\u68c0\u4f53\u7cfb\n\n\u5b8c\u6574\u56db\u5c42\u8d28\u68c0\u89c4\u5219\u89c1 `references/quality-gate.md`\u3002\u5199\u5b8c\u540e\u6309 L1 \u786c\u6027\u89c4\u5219\u3001L2 \u53ef\u8bfb\u6027\u3001L3 \u5185\u5bb9\u6df1\u5ea6\u3001L4 \u6d3b\u4eba\u611f\u9010\u5c42\u68c0\u67e5\uff1bL4 \u5fc5\u987b\u7eb3\u5165 `references/human-feel.md` \u7684\u5177\u4f53\u6027\u3001\u610f\u4e49\u901a\u80c0\u3001\u540c\u4e49\u8bcd\u8f6e\u6362\u3001\u683c\u5f0f\u7528\u529b\u8fc7\u731b\u548c\u77eb\u9970\u6027\u8868\u8fbe\u68c0\u67e5\uff0c\u4ee5\u53ca `references/less-ai-tone.md` \u7684\u8bed\u6599\u5c42 11 \u6761\u3002\u793e\u4ea4\u7a3f\u8fd8\u8981\u8fc7 `references/social-output-gate.md`\u3002\u8d28\u68c0\u53ea\u8f93\u51fa\u62a5\u544a\uff0c\u4e0d\u81ea\u52a8\u4fee\u6539\u5185\u5bb9\uff1b\u793e\u4ea4\u7a3f\u8d28\u68c0\u4e0d\u901a\u8fc7\u5219\u91cd\u5199\u6b63\u6587\uff0c\u518d\u4ea4\u53ef\u53d1\u5e03\u7248\u3002\u7cbe\u4fee\u4efb\u52a1\u6309\u767d\u540d\u5355\u6539\u5199\uff0c\u4e0d\u8981\u628a\u8d28\u68c0\u62a5\u544a\u91cc\u7684\u300c\u8bed\u611f AI \u5473\u300d\u6269\u6210\u6539\u5199\u8303\u56f4\u3002\n\n---\n\n## \u4e03\u3001\u7cbe\u4fee mode\n\n\u5f53\u7528\u6237\u8981\u6c42\u201c\u7cbe\u4fee\u201d\u201c\u6da6\u8272\u4f46\u4e0d\u91cd\u5199\u201d\u201c\u53ea\u6539 AI \u5473\u201d\u65f6\uff0c\u5148\u8bfb `references/less-ai-tone.md`\uff0c\u518d\u8bfb `references/refinement-mode.md` \u548c `references/human-feel.md`\u3002\u7cbe\u4fee\u53ea\u52a8\u8bcd\u53e5\u548c\u683c\u5f0f\uff0c\u4e0d\u6539\u7ed3\u6784\u3001\u4e8b\u5b9e\u5224\u65ad\u6216\u65b0\u589e\u8bba\u70b9\u3002\u8bed\u6599\u5c42\u767d\u540d\u5355\u672a\u547d\u4e2d\u7684\u53e5\u5b50\u9010\u5b57\u4fdd\u7559\u3002\n","usage":"\u8bfb\u53d6 SKILL.md\uff0c\u5e76\u6309\u9700\u8bfb\u53d6\u914d\u5957\u6587\u4ef6\uff1b\u4e0b\u8f7d ZIP \u83b7\u53d6\u5b8c\u6574\u5305\u3002\u6280\u80fd\u662f\u4efb\u52a1\u65b9\u6cd5\uff0c\u4e0d\u6388\u4e88\u65b0\u589e\u8d26\u6237\u3001\u4ed8\u8d39\u6216\u7cfb\u7edf\u6743\u9650\u3002"}