[{"data":1,"prerenderedAt":494},["ShallowReactive",2],{"navigation":3,"\u002Fgallery\u002Fpaper-analyze":312,"\u002Fgallery\u002Fpaper-analyze-surround":489},[4,21,54,95,153,169,188,251,280,292],{"title":5,"path":6,"stem":7,"children":8,"icon":20},"快速开始","\u002Fstart","1.start\u002F0.index",[9,11,15],{"title":5,"path":6,"stem":7,"icon":10},"i-lucide-house",{"title":12,"path":13,"stem":14,"icon":10},"使用 TokenResearch Docs","\u002Fstart\u002Felysia-code","1.start\u002F1.elysia-code",{"title":16,"path":17,"stem":18,"icon":19},"安装Node.js 和 Git","\u002Fstart\u002Fnode-git","1.start\u002F2.node-git","i-simple-icons-javascript",false,{"title":22,"path":23,"stem":24,"children":25,"icon":20},"基础教程","\u002Ftutorials","2.tutorials\u002F1.index",[26,29,34,39,44,49],{"title":27,"path":23,"stem":24,"icon":28},"教程路线图","i-lucide-route",{"title":30,"path":31,"stem":32,"icon":33},"环境准备","\u002Ftutorials\u002Fenvironment","2.tutorials\u002F2.environment","i-lucide-settings-2",{"title":35,"path":36,"stem":37,"icon":38},"Codex 首次运行","\u002Ftutorials\u002Fcodex-first-run","2.tutorials\u002F3.codex-first-run","i-lucide-terminal",{"title":40,"path":41,"stem":42,"icon":43},"Agent 规则","\u002Ftutorials\u002Fagent-rules","2.tutorials\u002F4.agent-rules","i-lucide-scroll-text",{"title":45,"path":46,"stem":47,"icon":48},"视觉验收","\u002Ftutorials\u002Fvisual-review","2.tutorials\u002F5.visual-review","i-lucide-monitor-check",{"title":50,"path":51,"stem":52,"icon":53},"质量门禁","\u002Ftutorials\u002Fquality-gates","2.tutorials\u002F6.quality-gates","i-lucide-shield-check",{"title":55,"path":56,"stem":57,"children":58,"icon":20},"Codex 配置文档","\u002Fcodex","3.codex\u002F0.index",[59,61,66,71,76,80,85,90],{"title":55,"path":56,"stem":57,"icon":60},"i-lucide-bot",{"title":62,"path":63,"stem":64,"icon":65},"安装Codex CLI","\u002Fcodex\u002Finstall-cli","3.codex\u002F1.install-cli","i-simple-icons-openai",{"title":67,"path":68,"stem":69,"icon":70},"安装 IDE 插件","\u002Fcodex\u002Finstall-ide","3.codex\u002F2.install-ide","i-lucide-puzzle",{"title":72,"path":73,"stem":74,"icon":75},"Codex App桌面端","\u002Fcodex\u002Fapp-desktop","3.codex\u002F3.app-desktop","i-lucide-flask-conical",{"title":77,"path":78,"stem":79,"icon":60},"Codex配置\u002F使用","\u002Fcodex\u002Fmodel","3.codex\u002F5.model",{"title":81,"path":82,"stem":83,"icon":84},"其他错误","\u002Fcodex\u002Fother-errors","3.codex\u002F6.other-errors","i-lucide-info",{"title":86,"path":87,"stem":88,"icon":89},"网络与代理","\u002Fcodex\u002Fnetwork-proxy","3.codex\u002F7.network-proxy","i-lucide-globe",{"title":91,"path":92,"stem":93,"icon":94},"Codex模型测试","\u002Fcodex\u002Fmodel-test","3.codex\u002F8.model-test","i-lucide-boxes",{"title":96,"path":97,"stem":98,"children":99,"icon":20},"模型中心","\u002Fmodels","4.models\u002F01.index",[100,102,106,111,116,121,125,129,134,139,144,149],{"title":96,"path":97,"stem":98,"icon":101},"i-lucide-store",{"title":103,"path":104,"stem":105,"icon":28},"任务路由建议","\u002Fmodels\u002Ftask-routing","4.models\u002F02.task-routing",{"title":107,"path":108,"stem":109,"icon":110},"推理等级评测","\u002Fmodels\u002Freasoning-levels","4.models\u002F03.reasoning-levels","i-lucide-brain",{"title":112,"path":113,"stem":114,"icon":115},"上下文与压缩","\u002Fmodels\u002Fcontext-compression","4.models\u002F04.context-compression","i-lucide-file-stack",{"title":117,"path":118,"stem":119,"icon":120},"评测记录模板","\u002Fmodels\u002Feval-template","4.models\u002F05.eval-template","i-lucide-clipboard-list",{"title":122,"path":123,"stem":124,"icon":48},"前端视觉评测","\u002Fmodels\u002Ffrontend-visual","4.models\u002F06.frontend-visual",{"title":126,"path":127,"stem":128,"icon":43},"研究写作评测","\u002Fmodels\u002Fresearch-writing","4.models\u002F07.research-writing",{"title":130,"path":131,"stem":132,"icon":133},"运维排查评测","\u002Fmodels\u002Fops-debug","4.models\u002F08.ops-debug","i-lucide-server-cog",{"title":135,"path":136,"stem":137,"icon":138},"成本与速度评测","\u002Fmodels\u002Fcost-speed","4.models\u002F09.cost-speed","i-lucide-timer",{"title":140,"path":141,"stem":142,"icon":143},"工具调用评测","\u002Fmodels\u002Ftool-use","4.models\u002F10.tool-use","i-lucide-terminal-square",{"title":145,"path":146,"stem":147,"icon":148},"样例评测记录","\u002Fmodels\u002Fsample-records","4.models\u002F11.sample-records","i-lucide-clipboard-check",{"title":150,"path":151,"stem":152,"icon":101},"模型广场","\u002Fmodels\u002Fmarket","4.models\u002F12.market",{"title":154,"path":155,"stem":156,"children":157,"icon":20},"OpenCode 配置文档","\u002Fopencode","5.opencode\u002F0.index",[158,160,165],{"title":154,"path":155,"stem":156,"icon":159},"i-lucide-code-xml",{"title":161,"path":162,"stem":163,"icon":164},"安装OpenCode","\u002Fopencode\u002Finstall-opencode","5.opencode\u002F1.install-opencode","i-lucide-code",{"title":166,"path":167,"stem":168,"icon":164},"配置模型","\u002Fopencode\u002Fmodel","5.opencode\u002F2.model",{"title":170,"path":171,"stem":172,"children":173,"icon":20},"Claude Code 配置文档","\u002Fclaude-code","6.claude-code\u002F0.index",[174,176,180,184],{"title":170,"path":171,"stem":172,"icon":175},"i-lucide-sparkles",{"title":177,"path":178,"stem":179,"icon":175},"安装Claude CLI","\u002Fclaude-code\u002Finstall-cli","6.claude-code\u002F1.install-cli",{"title":181,"path":182,"stem":183,"icon":70},"插件配置","\u002Fclaude-code\u002Fplugin","6.claude-code\u002F2.plugin",{"title":185,"path":186,"stem":187,"icon":94},"模型配置","\u002Fclaude-code\u002Fmodel","6.claude-code\u002F3.model",{"title":189,"path":190,"stem":191,"children":192,"icon":20},"Skill Gallery","\u002Fgallery","7.gallery\u002F01.index",[193,195,200,205,210,215,219,224,229,234,238,242,247],{"title":189,"path":190,"stem":191,"icon":194},"i-lucide-gallery-horizontal-end",{"title":196,"path":197,"stem":198,"icon":199},"Image Generation","\u002Fgallery\u002Fimagegen","7.gallery\u002F02.imagegen","i-lucide-image",{"title":201,"path":202,"stem":203,"icon":204},"Paper Analyze","\u002Fgallery\u002Fpaper-analyze","7.gallery\u002F03.paper-analyze","i-lucide-file-search",{"title":206,"path":207,"stem":208,"icon":209},"Presentation Builder","\u002Fgallery\u002Fpresentation","7.gallery\u002F04.presentation","i-lucide-presentation",{"title":211,"path":212,"stem":213,"icon":214},"Spreadsheet Analyst","\u002Fgallery\u002Fspreadsheet","7.gallery\u002F05.spreadsheet","i-lucide-table-properties",{"title":216,"path":217,"stem":218,"icon":48},"Browser Visual QA","\u002Fgallery\u002Fbrowser-visual-qa","7.gallery\u002F06.browser-visual-qa",{"title":220,"path":221,"stem":222,"icon":223},"Zotero Research","\u002Fgallery\u002Fzotero-research","7.gallery\u002F07.zotero-research","i-lucide-library",{"title":225,"path":226,"stem":227,"icon":228},"Research Loop","\u002Fgallery\u002Fresearch-loop","7.gallery\u002F08.research-loop","i-lucide-orbit",{"title":230,"path":231,"stem":232,"icon":233},"PDF and Docs","\u002Fgallery\u002Fpdf-docs","7.gallery\u002F09.pdf-docs","i-lucide-file-type",{"title":235,"path":236,"stem":237,"icon":133},"Ops Debug","\u002Fgallery\u002Fops-debug","7.gallery\u002F10.ops-debug",{"title":239,"path":240,"stem":241,"icon":43},"LaTeX Paper","\u002Fgallery\u002Flatex-paper","7.gallery\u002F11.latex-paper",{"title":243,"path":244,"stem":245,"icon":246},"Diagram Canvas","\u002Fgallery\u002Fdiagram-canvas","7.gallery\u002F12.diagram-canvas","i-lucide-git-compare-arrows",{"title":248,"path":249,"stem":250,"icon":175},"Hatch Pet","\u002Fgallery\u002Fhatch-pet","7.gallery\u002F13.hatch-pet",{"title":252,"path":253,"stem":254,"children":255,"icon":20},"场景路线","\u002Fworkflows","8.workflows\u002F01.index",[256,258,263,268,272,276],{"title":252,"path":253,"stem":254,"icon":257},"i-lucide-map",{"title":259,"path":260,"stem":261,"icon":262},"论文到汇报","\u002Fworkflows\u002Fpaper-to-slides","8.workflows\u002F02.paper-to-slides","i-lucide-file-chart-column",{"title":264,"path":265,"stem":266,"icon":267},"视觉复刻路线","\u002Fworkflows\u002Fvisual-replica","8.workflows\u002F03.visual-replica","i-lucide-monitor-dot",{"title":269,"path":270,"stem":271,"icon":28},"模型路由记录","\u002Fworkflows\u002Fmodel-routing","8.workflows\u002F04.model-routing",{"title":273,"path":274,"stem":275,"icon":194},"Skill 沉淀路线","\u002Fworkflows\u002Fskill-to-gallery","8.workflows\u002F05.skill-to-gallery",{"title":277,"path":278,"stem":279,"icon":133},"运维现场排查","\u002Fworkflows\u002Fops-live-debug","8.workflows\u002F06.ops-live-debug",{"title":281,"path":282,"stem":283,"children":284,"icon":20},"常见问题","\u002Ffaq","91.faq\u002F0.index",[285,288],{"title":286,"path":282,"stem":283,"icon":287},"FAQ","i-lucide-circle-help",{"title":289,"path":290,"stem":291,"icon":84},"通用问题","\u002Ffaq\u002Fcommon","91.faq\u002F1.common",{"title":293,"path":294,"stem":295,"children":296,"icon":20},"Skills 与 MCP","\u002Fskills-mcp","92.skills-mcp\u002F0.index",[297,299,304,308],{"title":293,"path":294,"stem":295,"icon":298},"i-lucide-plug",{"title":300,"path":301,"stem":302,"icon":303},"Skills 推荐","\u002Fskills-mcp\u002Fskills","92.skills-mcp\u002F1.skills","i-lucide-link",{"title":305,"path":306,"stem":307,"icon":298},"MCP 使用边界","\u002Fskills-mcp\u002Fmcp-overview","92.skills-mcp\u002F2.mcp-overview",{"title":309,"path":310,"stem":311,"icon":303},"chrome-devtools-mcp","\u002Fskills-mcp\u002Fchrome-devtools-mcp","92.skills-mcp\u002F3.chrome-devtools-mcp",{"id":313,"title":201,"body":314,"description":483,"extension":434,"links":484,"meta":485,"navigation":486,"path":202,"seo":487,"stem":203,"__hash__":488},"docs\u002F7.gallery\u002F03.paper-analyze.md",{"type":315,"value":316,"toc":474},"minimark",[317,321,325,328,331,341,344,355,358,372,375,427,430,464,467,470],[318,319,320],"h2",{"id":320},"场景",[322,323,324],"p",{},"读单篇论文、快速判断贡献、整理方法流程、提取图表和形成可复用笔记。",[326,327],"skill-result-showcase",{},[318,329,330],{"id":330},"输入",[332,333,334,338],"ul",{},[335,336,337],"li",{},"PDF、arXiv 链接或本地论文文件。",[335,339,340],{},"关注点：方法、实验、创新性、局限、复现难度。",[318,342,343],{"id":343},"示例输入",[345,346,352],"pre",{"className":347,"code":349,"language":350,"meta":351},[348],"language-text","请分析这篇论文，重点看它解决的问题、方法结构、实验是否支撑 claim、最接近的相关工作，以及复现风险。\n如果能从源码包提取图，请把关键图和表整理到笔记里。\n","text","",[353,354,349],"code",{"__ignoreMap":351},[318,356,357],{"id":357},"产出",[332,359,360,363,366,369],{},[335,361,362],{},"论文摘要和贡献拆解。",[335,364,365],{},"方法流程图或结构化解释。",[335,367,368],{},"图表提取和说明。",[335,370,371],{},"可信度、复现难度和相关工作线索。",[318,373,374],{"id":374},"可交付结构",[376,377,378,391],"table",{},[379,380,381],"thead",{},[382,383,384,388],"tr",{},[385,386,387],"th",{},"模块",[385,389,390],{},"内容",[392,393,394,403,411,419],"tbody",{},[382,395,396,400],{},[397,398,399],"td",{},"问题定义",[397,401,402],{},"论文要解决的问题和不解决的问题",[382,404,405,408],{},[397,406,407],{},"方法拆解",[397,409,410],{},"模块、输入输出、训练或推理流程",[382,412,413,416],{},[397,414,415],{},"实验证据",[397,417,418],{},"主表、消融、指标和 baseline 是否充分",[382,420,421,424],{},[397,422,423],{},"风险判断",[397,425,426],{},"复现难点、缺失细节、可能被审稿人质疑处",[318,428,429],{"id":429},"示例结果",[345,431,435],{"className":432,"code":433,"language":434,"meta":351,"style":351},"language-md shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","核心问题：模型在长序列上的记忆退化。\n方法：增加检索模块和分段训练。\n证据：主表显示长上下文任务提升明显，但消融不足。\n风险：数据集规模和真实部署延迟没有交代。\n","md",[353,436,437,446,452,458],{"__ignoreMap":351},[438,439,442],"span",{"class":440,"line":441},"line",1,[438,443,445],{"class":444},"sTEyZ","核心问题：模型在长序列上的记忆退化。\n",[438,447,449],{"class":440,"line":448},2,[438,450,451],{"class":444},"方法：增加检索模块和分段训练。\n",[438,453,455],{"class":440,"line":454},3,[438,456,457],{"class":444},"证据：主表显示长上下文任务提升明显，但消融不足。\n",[438,459,461],{"class":440,"line":460},4,[438,462,463],{"class":444},"风险：数据集规模和真实部署延迟没有交代。\n",[318,465,466],{"id":466},"使用边界",[322,468,469],{},"如果任务只是翻译摘要，不需要启动完整论文分析流程。完整流程适合要判断方法价值、整理 related work 或准备复现实验时使用。",[471,472,473],"style",{},"html pre.shiki code .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":351,"searchDepth":441,"depth":448,"links":475},[476,477,478,479,480,481,482],{"id":320,"depth":448,"text":320},{"id":330,"depth":448,"text":330},{"id":343,"depth":448,"text":343},{"id":357,"depth":448,"text":357},{"id":374,"depth":448,"text":374},{"id":429,"depth":448,"text":429},{"id":466,"depth":448,"text":466},"从论文到结构化图文笔记和可信度判断。",null,{},{"icon":204},{"title":201,"description":483},"CzTjKICg1bP9iEzmK6ptJXd4OwBQYWAUa1lCaCQuwf8",[490,492],{"title":196,"path":197,"stem":198,"description":491,"icon":199,"children":-1},"生成网站、教程和产品页可用的视觉素材。",{"title":206,"path":207,"stem":208,"description":493,"icon":209,"children":-1},"创建、修改、渲染和检查 PPTX。",1783590620572]