{
  "meta": {
    "title": "AI 工程设计案例集锦",
    "checkedAt": "2026-10-24T12:26:13.910008+00:00",
    "methodology": "公开一手来源优先；简介为编辑整理，方案与验收建议不冒充作者原话。未在本站运行作者工程或模型，未核实实物性能。",
    "ordering": "addedAt descending; equal dates preserve editorial order",
    "admissionDateNote": "首版条目的首次收录日期依据 2026-10-22 发布记录补记，仅精确到日；不替代原始发布日期。",
    "updatedAt": "2026-11-06T01:18:04.736857+00:00"
  },
  "cases": [
    {
      "id": "sky001-assembly",
      "title": "SKY-001：从一张图到装配体与构建序列",
      "tool": "SKY-001",
      "models": [
        "SKY-001"
      ],
      "stage": "装配规划",
      "kind": "厂商研究",
      "summary": "Skyfall 展示分层拆解装配体，再生成零件的草图与构建操作。",
      "input": "产品参考图",
      "steps": [
        "先规划整体及装配层级",
        "逐层拆成单个零件",
        "生成各零件的草图与操作序列",
        "在CAD侧检查几何、接口和装配关系"
      ],
      "output": "厂商展示的层级装配结构与零件构建过程",
      "value": "把“看起来像”推进到“如何逐步构建”，适合研究复杂装配的规划方法。",
      "caveats": [
        "研究预览，官网仍提供候补名单；不是本站可直接调用的功能",
        "速度、成本及重合度为厂商报告，本站未复测",
        "尚未核实与FreeCAD、KiCad或Blender的原生互通；不宣称已制造",
        "官方明确当前产物为视觉设计计划；可执行CAD操作、可编辑特征历史及可继续编辑的BIM构件属于后续方向，不能把展示当作已交付的原生工程文件。"
      ],
      "sourceUrl": "https://skyfall.ai/blog/introducing-sky-001",
      "sourceTitle": "Skyfall AI · Introducing SKY-001",
      "sources": [],
      "date": "2026-10-19",
      "checkedAt": "2026-10-24T11:25:42.740478+00:00",
      "siteVerified": false,
      "videoIds": [
        "sky-launch"
      ],
      "previewKind": "编辑工作流示意",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "kicad-xl4015",
      "title": "JLCPCB：Claude + KiCad 的 XL4015 5A 降压板",
      "tool": "KiCad",
      "models": [
        "Claude Code（具体模型未核实）"
      ],
      "stage": "电子设计",
      "kind": "机构案例",
      "summary": "展示规则检查之外的网表核对和模拟电路人工复查。",
      "input": "XL4015 CC/CV 参考设计与 16 网网表",
      "steps": [
        "先核对数据手册并修正参考设计",
        "用 kicad-mcp-pro 生成原理图并逐针比较网表",
        "规划 63×33 mm 双层板布局",
        "Python A* 与铜皮完成连接，调整开关节点附近反馈走线",
        "执行 ERC/DRC"
      ],
      "output": "机构报告的双层板设计：0 ERC 违规、0 DRC 错误；明确未制造或台架测试",
      "value": "展示规则检查之外的网表核对和模拟电路人工复查。",
      "caveats": [
        "作者/机构报告，本次未复现",
        "ERC 曾漏过 ISENSE/ISET 错连，DRC 合格不代表电气正确",
        "5 A 为设计目标，未测得持续输出能力"
      ],
      "date": "2026-10-14",
      "sourceUrl": "https://jlcpcb.com/blog/kicad-mcp-how-to-design-a-pcb-with-claude-code",
      "sourceTitle": "KiCad MCP: How to Design a PCB with Claude Code [Step-by-Step]",
      "sources": [],
      "checkedAt": "2026-10-22",
      "siteVerified": false,
      "videoIds": [],
      "previewKind": "编辑工作流示意",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "freecad-flange",
      "title": "Claude + FreeCAD：参数化法兰",
      "tool": "FreeCAD",
      "models": [
        "Claude（演示具体版本未核实）"
      ],
      "stage": "参数化建模",
      "kind": "开源演示",
      "summary": "将自然语言意图转为可继续修改的 CAD，而非仅生成外观图。",
      "input": "法兰几何与尺寸描述",
      "steps": [
        "Claude 通过 MCP 调用 FreeCAD 建模工具",
        "创建或修改可编辑 CAD 模型",
        "查看模型并继续修改"
      ],
      "output": "法兰 CAD 模型；仓库提供设计过程 GIF",
      "value": "将自然语言意图转为可继续修改的 CAD，而非仅生成外观图。",
      "caveats": [
        "本次只核对仓库与演示声明，未本机复现",
        "未证实加工、公差、承压或实物装配"
      ],
      "date": null,
      "sourceUrl": "https://github.com/neka-nat/freecad-mcp",
      "sourceTitle": "FreeCAD MCP",
      "sources": [
        "https://github.com/neka-nat/freecad-mcp/blob/main/docs/examples.md"
      ],
      "checkedAt": "2026-10-22",
      "siteVerified": false,
      "videoIds": [],
      "previewKind": "编辑工作流示意",
      "sourcePreview": {
        "url": "https://raw.githubusercontent.com/neka-nat/freecad-mcp/main/assets/freecad_mcp4.gif",
        "label": "原作者公开演示图 / 由原始仓库加载，版权归原作者"
      },
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "blender-reference",
      "title": "Blender MCP：参考图变成可继续编辑的场景",
      "tool": "Blender",
      "models": [
        "Claude / 可选LLM：规划与调用工具",
        "Tripo：文字或参考图生成网格（可选）",
        "Hyper3D Rodin: multi-view image to mesh (optional)"
      ],
      "stage": "三维与可视化",
      "kind": "开源实现／作者演示",
      "summary": "模型经MCP操作Blender并回读场景；10月28日提交加入自有Tripo API key路径，可将文字或参考图生成的网格导入场景。 11 月 4 日作者补丁扩展 Hyper3D 多视角输入。generate_3d 的 image 可传入包含同一对象 1–5 张 PNG/JPEG/WebP 的文件夹，按文件名排序并验证图片字节，再提交生成任务。Premium 路径只使用排序后的第一张。",
      "input": "参考图、对象与材质描述；Tripo 可用文字或单图，Hyper3D 可接收同一对象的多视角文件夹。",
      "steps": [
        "先保存.blend，列出对象、比例与单位；LLM经MCP执行Blender Python。",
        "可选Tripo路径：在侧栏AI Model Generation启用Tripo，选择模型并在本地配置自己的API key。",
        "调用generate_3d时明确provider=tripo；生成任务轮询成功且返回model_url后，才将模型导入Blender。",
        "Hyper3D 可选路径：image 传绝对文件夹路径，内含同一对象 1–5 张 PNG/JPEG/WebP；provider=hyper3d。Premium 只用第一张，其他路径按作者实现提交多视角。",
        "回读对象与多角度视图，人工检查比例、拓扑和材质，再保存场景；编辑步骤不是作者原始提示词。"
      ],
      "output": "可继续编辑的Blender场景；可选路径导入Tripo生成的带纹理网格。",
      "value": "把LLM的场景编排与专用生成服务分开，便于替换资产、定位失败，并在Blender继续人工调整。",
      "caveats": [
        "社区集成，非Blender官方产品；工具可执行Python，应先保存工程。",
        "自有key路径仍使用外部Tripo服务，费用与资料发送范围需单独确认；本站未配置key、调用服务或安装该集成。",
        "代码可见任务失败、取消、过期及缺少模型URL的处理；源码与模拟测试不证明真实生成成功率。",
        "网格外观不等于参数化实体、公差或可制造性；作者视频未完整播放，本站未复现。",
        "原案例首发日期仍未知；2026-10-28仅为此次Tripo集成修订的提交日期。",
        "Hyper3D 目录为空、超过 5 张或图片字节不合法时拒绝提交；Tripo、Meshy、Hunyuan3D 路径拒收文件夹。源码附模拟测试，本站未调用生成服务。"
      ],
      "sourceUrl": "https://github.com/ahujasid/mcp-for-blender",
      "sourceTitle": "Siddharth Ahuja · MCP for Blender",
      "sources": [
        "https://github.com/ahujasid/mcp-for-blender/commit/ecf8ff285174a569e7ee0d815f37d19f599d5635",
        "https://raw.githubusercontent.com/ahujasid/mcp-for-blender/ecf8ff285174a569e7ee0d815f37d19f599d5635/README.md",
        "https://raw.githubusercontent.com/ahujasid/mcp-for-blender/ecf8ff285174a569e7ee0d815f37d19f599d5635/tests/test_tripo.py",
        "https://github.com/ahujasid/mcp-for-blender/commit/e16aabdf2002b6aaaaaaa771a754fd69d2ffaf60"
      ],
      "date": null,
      "checkedAt": "2026-11-06T01:18:04.736857+00:00",
      "siteVerified": false,
      "videoIds": [
        "blender-reference",
        "blender-setup"
      ],
      "previewKind": "编辑工作流示意",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day",
      "revisedAt": "2026-11-06T01:18:04.736857+00:00",
      "revisionPublishedAt": "2026-11-04T12:58:38Z"
    },
    {
      "id": "easyeda-ch32v006",
      "title": "JLCPCB：Claude + EasyEDA Pro 重建 CH32V006 测试仪",
      "tool": "EasyEDA Pro",
      "models": [
        "Claude Opus 5.5"
      ],
      "stage": "电子设计",
      "kind": "机构案例",
      "summary": "展示 LLM + 本地 EDA API + 确定性路由器的工具融合。",
      "input": "三页 PDF 原理图与 47 元件设计",
      "steps": [
        "通过本地 API skill 与编辑器桥接",
        "重建原理图并回读 33 网、138 个引脚连接",
        "修正 6 处缺失 GND",
        "经 Freerouting 布线后按过孔优先顺序导入"
      ],
      "output": "机构案例报告的双层 PCB 设计，DRC 零错误",
      "value": "展示 LLM + 本地 EDA API + 确定性路由器的工具融合。",
      "caveats": [
        "API 成功响应不能证明连线正确；需回读验证",
        "仍由人负责项目、对话框审批、选型与视觉/热设计审查",
        "未在本次研究核实实物测试"
      ],
      "date": "2026-10-13",
      "sourceUrl": "https://jlcpcb.com/blog/claude-code-pcb-design",
      "sourceTitle": "Claude Code PCB Design: Can It Build a Real Board in EasyEDA Pro?",
      "sources": [],
      "checkedAt": "2026-10-22",
      "siteVerified": false,
      "videoIds": [],
      "previewKind": "编辑工作流示意",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "freecad-drawing-to-part",
      "title": "FreeCAD MCP：二维工程图转三维零件",
      "tool": "FreeCAD",
      "models": [
        "Claude（版本未核实）"
      ],
      "stage": "参数化建模",
      "kind": "开源演示",
      "summary": "展示从工程图输入到 CAD 操作的桥接方式。",
      "input": "作者公开的二维零件图",
      "steps": [
        "读取二维图的几何和尺寸",
        "经 MCP 创建三维几何",
        "通过 FreeCAD 视图检查结果"
      ],
      "output": "三维零件建模过程 GIF；共享对话链接由原仓库给出",
      "value": "展示从工程图输入到 CAD 操作的桥接方式。",
      "caveats": [
        "共享对话本次未打开，只确认原仓库链接",
        "尺寸识别、基准与完整约束仍需人工核对"
      ],
      "date": null,
      "sourceUrl": "https://github.com/neka-nat/freecad-mcp/blob/main/docs/examples.md",
      "sourceTitle": "Demos and examples — Design a part from a 2D drawing",
      "sources": [
        "https://claude.ai/share/7b48fd60-68ba-46fb-bb21-2fbb17399b48"
      ],
      "checkedAt": "2026-10-22",
      "siteVerified": false,
      "videoIds": [],
      "previewKind": "编辑工作流示意",
      "sourcePreview": {
        "url": "https://raw.githubusercontent.com/neka-nat/freecad-mcp/main/assets/from_2ddrawing.gif",
        "label": "原作者公开演示图 / 由原始仓库加载，版权归原作者"
      },
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "blender-stress",
      "title": "Blender + 确定性桁架求解：应力可视化",
      "tool": "Blender",
      "models": [
        "可选LLM + 确定性FEM"
      ],
      "stage": "仿真与校核",
      "kind": "开源实现",
      "summary": "社区分支把线性三维桁架分析、参数扫描与Blender应力展示接在一起。",
      "input": "杆系几何、材料、载荷与边界条件",
      "steps": [
        "先明确单位和受力约束",
        "运行确定性线性桁架求解",
        "对比参数扫描及反力",
        "用Blender展示位移和应力分布"
      ],
      "output": "求解数值、参数对比和应力视图",
      "value": "让AI帮助组织操作，数值计算交给明确的求解器。",
      "caveats": [
        "仅线性桁架/FEM范围，不能推广为通用非线性结构仿真",
        "本轮核对README，详细验证文档读取受限",
        "未运行求解或核实实物结构安全"
      ],
      "sourceUrl": "https://github.com/waterfirst/blender-mcp",
      "sourceTitle": "waterfirst · Blender MCP engineering fork",
      "sources": [],
      "date": null,
      "checkedAt": "2026-10-22",
      "siteVerified": false,
      "videoIds": [],
      "previewKind": "编辑工作流示意",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "kicad-regulator-demo",
      "title": "KiCad Agentic MCP：稳压器小板的受控布局布线",
      "tool": "KiCad",
      "models": [
        "Claude / MCP 客户端模型（演示型号未核实）"
      ],
      "stage": "电子设计",
      "kind": "开源演示",
      "summary": "把 AI 决策、确定性工具操作与独立规则检查分开。",
      "input": "稳压器、两个电容与五个未连接项；要求电容在稳压器 5 mm 内",
      "steps": [
        "从同一起始板重复运行",
        "AI 选择布局并调用 KiCad API",
        "连接 VIN/VOUT/GND",
        "由 kicad-cli 执行 DRC"
      ],
      "output": "作者两次实验均由 5 个未连接项降为 0；11 段走线，无 DRC 错误但保留丝印警告",
      "value": "把 AI 决策、确定性工具操作与独立规则检查分开。",
      "caveats": [
        "仅三元件受控示例；作者明确承认未证明复杂板效率",
        "完整交互约 6–7 分钟；无实物验证",
        "AGPL-3.0"
      ],
      "date": "2026-08-27",
      "sourceUrl": "https://forum.kicad.info/t/kicad-agentic-mcp-an-ai-assistant-that-edits-your-board-through-kicads-own-api-and-lets-kicad-decide-whether-the-result-is-good/71403",
      "sourceTitle": "KiCad Agentic MCP — an AI assistant that edits your board through KiCad’s own API, and lets KiCad decide whether the result is good",
      "sources": [
        "https://github.com/nevenfo/kicad-agentic-mcp/tree/agentic/main/examples/demo"
      ],
      "checkedAt": "2026-10-22",
      "siteVerified": false,
      "videoIds": [],
      "previewKind": "编辑工作流示意",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "sky001-bim",
      "title": "SKY-001：建筑轮廓到房间层级布局",
      "tool": "SKY-001",
      "models": [
        "SKY-001"
      ],
      "stage": "建筑与空间",
      "kind": "厂商研究",
      "summary": "官方将建筑轮廓、单元与房间组织为分层规划问题。",
      "input": "建筑外轮廓",
      "steps": [
        "输入建筑轮廓",
        "划分空间单元",
        "进一步规划房间",
        "核对连通、尺度与设计约束"
      ],
      "output": "官方展示的BIM空间布局",
      "value": "展示同一种层级规划思路如何从机械装配扩展到空间设计。",
      "caveats": [
        "公开演示不能证明结构安全、消防、采光或法规合规",
        "候补名单阶段；未独立复现或核验施工级交付",
        "官方明确当前产物为视觉设计计划；可执行CAD操作、可编辑特征历史及可继续编辑的BIM构件属于后续方向，不能把展示当作已交付的原生工程文件。"
      ],
      "sourceUrl": "https://skyfall.ai/blog/introducing-sky-001",
      "sourceTitle": "Skyfall AI · CAD & BIM research",
      "sources": [],
      "date": "2026-10-19",
      "checkedAt": "2026-10-24T11:25:42.740478+00:00",
      "siteVerified": false,
      "videoIds": [
        "sky-launch"
      ],
      "previewKind": "编辑工作流示意",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "freecad-house",
      "title": "Claude + FreeCAD：一句话搭建房屋几何",
      "tool": "FreeCAD",
      "models": [
        "Claude Code"
      ],
      "stage": "参数化建模",
      "kind": "开源演示",
      "summary": "展示多个几何对象的自动组合，可借鉴为机械方案布局原型。",
      "input": "自然语言房屋建模请求",
      "steps": [
        "Claude 经本地桥接调用 FreeCAD",
        "依次生成墙体、屋顶、门与窗"
      ],
      "output": "房屋几何模型与作者录制 MP4",
      "value": "展示多个几何对象的自动组合，可借鉴为机械方案布局原型。",
      "caveats": [
        "属于几何演示，不能当建筑结构设计或法规合格证明",
        "仓库许可本次未确认，建议仅引用外链"
      ],
      "date": null,
      "sourceUrl": "https://github.com/contextform/freecad-mcp",
      "sourceTitle": "FreeCAD MCP - AI-Powered CAD",
      "sources": [
        "https://github.com/contextform/freecad-mcp/blob/main/demo-house-modeling.mp4"
      ],
      "checkedAt": "2026-10-22",
      "siteVerified": false,
      "videoIds": [
        "house-demo"
      ],
      "previewKind": "编辑工作流示意",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "blenderllm",
      "title": "BlenderLLM：专用模型生成建模脚本",
      "tool": "Blender",
      "models": [
        "BlenderLLM / Qwen2.5-Coder-7B"
      ],
      "stage": "参数化建模",
      "kind": "开源研究",
      "summary": "研究团队公开模型、指令到bpy脚本的数据及CADBench。",
      "input": "文字建模指令",
      "steps": [
        "将任务写为明确几何要求",
        "模型生成bpy脚本",
        "在Blender执行并渲染",
        "检查形状、空间关系与脚本错误"
      ],
      "output": "可执行bpy脚本和渲染结果",
      "value": "展示专用模型、数据集与建模软件结合的研究路径。",
      "caveats": [
        "论文所称CAD主要为Blender脚本/场景，不自动等于精密B-rep实体",
        "作者明确不支持复杂材料、内部结构、多模态输入及多轮对话",
        "公开基准结果未由本站复现"
      ],
      "sourceUrl": "https://github.com/FreedomIntelligence/BlenderLLM",
      "sourceTitle": "CUHK-Shenzhen · BlenderLLM",
      "sources": [],
      "date": "2024-12-17",
      "checkedAt": "2026-10-22",
      "siteVerified": false,
      "videoIds": [],
      "previewKind": "编辑工作流示意",
      "sourcePreview": {
        "url": "https://raw.githubusercontent.com/FreedomIntelligence/BlenderLLM/main/assets/definition.png",
        "label": "原作者公开演示图 / 由原始仓库加载，版权归原作者"
      },
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    }
  ],
  "videos": [
    {
      "id": "blender-reference",
      "title": "参考图 → Blender 三维场景",
      "tool": "Blender",
      "url": "https://www.youtube.com/watch?v=FDRb03XPiRo",
      "kind": "youtube",
      "label": "作者README所列演示；未完整播放",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "blender-setup",
      "title": "连接 Blender 与 Claude：安装与操作",
      "tool": "Blender",
      "url": "https://www.youtube.com/watch?v=neoK_WMq92g",
      "kind": "youtube",
      "label": "作者README所列教程；未完整播放",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "freecad-tutorial",
      "title": "Claude + FreeCAD：草图、法兰与齿轮",
      "tool": "FreeCAD",
      "url": "https://www.youtube.com/watch?v=6trAkQY5_kc",
      "kind": "youtube",
      "label": "Make Form · 搜索索引核对；未完整播放",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "house-demo",
      "title": "FreeCAD 房屋建模演示",
      "tool": "FreeCAD",
      "url": "https://github.com/contextform/freecad-mcp/blob/main/demo-house-modeling.mp4",
      "kind": "source",
      "label": "原作者仓库MP4；打开原站观看",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "kicad-routing",
      "title": "KiCad：AI辅助双层布线",
      "tool": "KiCad",
      "url": "https://www.youtube.com/watch?v=SA3HdHIdzGU",
      "kind": "youtube",
      "label": "Arnold Vosloo · 搜索索引核对；未完整播放",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "sky-launch",
      "title": "SKY-001 官方发布与交互演示",
      "tool": "SKY-001",
      "url": "https://skyfall.ai/sky-001",
      "kind": "source",
      "label": "官网包含 Launch Video；到官方页观看",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    }
  ],
  "methods": [
    {
      "id": "mechanical",
      "name": "机械零件 → 产品展示",
      "tools": "LLM × FreeCAD × Blender",
      "input": "尺寸表、基准、装配接口与外观参考",
      "steps": [
        "把需求变成版本化尺寸与约束表",
        "用FreeCAD建立带尺寸的草图与特征树",
        "回读尺寸、检查实体，导出STEP或网格",
        "在Blender做材料、灯光和爆炸展示"
      ],
      "deliverables": "FCStd / STEP、尺寸核对表、BLEND / GLB",
      "gate": "先核对工程几何，再制作展示画面。渲染不能替代公差与装配验收。",
      "links": [
        "freecad-flange",
        "blender-reference"
      ],
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "electronics",
      "name": "原理图 → PCB → 机壳协同",
      "tools": "LLM × KiCad / EasyEDA Pro × CAD",
      "input": "功能要求、数据手册、接口定义与板框",
      "steps": [
        "先确认电气功能、器件额定值与引脚",
        "生成原理图后回读逐网/逐针连接",
        "布局布线，执行ERC、DRC及人工审查",
        "导出板框/STEP，与CAD检查孔位和连接器空间"
      ],
      "deliverables": "原理图、PCB源文件、BOM、网表差异、规则检查记录",
      "gate": "DRC通过只代表选定规则通过；打样、上电、热与EMC验证仍需完成。",
      "links": [
        "kicad-xl4015",
        "easyeda-ch32v006"
      ],
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "simulation",
      "name": "自然语言 → 仿真 → 证据",
      "tools": "LLM × 求解器 × Blender / FreeCAD",
      "input": "材料、载荷、边界条件、单位与预期数量级",
      "steps": [
        "冻结假设与载荷工况",
        "让AI组织几何和求解器输入",
        "用确定性求解器计算并保留日志",
        "对比解析解/网格收敛，再做应力展示"
      ],
      "deliverables": "模型、边界条件、数值结果、对比和收敛记录",
      "gate": "先验证物理模型和数值过程；颜色漂亮不代表结构可靠。",
      "links": [
        "blender-stress"
      ],
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "id": "hierarchy",
      "name": "复杂对象 → 层级规划",
      "tools": "SKY-001 × CAD / BIM",
      "input": "参考图或建筑轮廓，以及明确约束",
      "steps": [
        "观察整体结构与功能分区",
        "分解装配、部件或空间单元",
        "逐层生成构建序列",
        "核对接口、碰撞、尺度和完整性"
      ],
      "deliverables": "层级树、构建序列及待核查清单",
      "gate": "这是依据公开研究整理的方法；尚未验证SKY-001与其他软件的直接互通。 当前公开输出是视觉设计计划；可执行操作与可编辑CAD/BIM工程仍属后续方向。",
      "links": [
        "sky001-assembly",
        "sky001-bim"
      ],
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day",
      "checkedAt": "2026-10-24T11:25:42.740478+00:00"
    }
  ],
  "resources": [
    {
      "title": "KiCad MCP Pro：移动保角度、换脚意图与写入验收",
      "url": "https://github.com/oaslananka/kicad-mcp-pro/commit/fa06e758f9eb50231d450db047ffb7d4cfc548d1",
      "summary": "11月2日UTC修订：移动封装或器件时，省略rotation_deg会保留原角度，显式0才归零，并在写入后回读角度；换脚/换门工具仅记录待执行意图，不能算原理图已完成交换。此前布线写入仍须DRC、连通性与铺铜回查。",
      "note": "开源实现／本站未运行。AI输入器件位号、目标坐标与可选角度，经MCP提交PCB编辑，再回读位置、角度和检查报告。原始补丁含90度平移保留及显式0归零的模拟测试，不能当真实KiCad实测。换脚/换门目前只写pin_swaps.json或gate_swaps.json，没有消费者应用到.kicad_sch，能力表已改为partial。保留10月29日首次收录时间；写入返回、意图记录、DRC通过均不等于制造或实物性能验证。",
      "publishedAt": "2026-10-28T22:18:29Z",
      "addedAt": "2026-10-29T01:53:29.117782+00:00",
      "checkedAt": "2026-11-03T02:09:34.481732+00:00",
      "publicationUnknown": false,
      "sources": [
        "https://github.com/oaslananka/kicad-mcp-pro/commit/c1496bf7a66a54db580c456d1c00b233cf86b0cd",
        "https://github.com/oaslananka/kicad-mcp-pro/commit/d426565ce214c50bbba7419cf242f151fd52ac44",
        "https://github.com/oaslananka/kicad-mcp-pro/blob/c1496bf7a66a54db580c456d1c00b233cf86b0cd/README.md",
        "https://github.com/oaslananka/kicad-mcp-pro/commit/fa06e758f9eb50231d450db047ffb7d4cfc548d1",
        "https://github.com/oaslananka/kicad-mcp-pro/commit/639ae9be7051d74c9eb9f092416a957a908146fa"
      ],
      "revisionPublishedAt": "2026-11-02T23:04:54Z",
      "revisedAt": "2026-11-03T02:09:34.481732+00:00"
    },
    {
      "title": "KiCad MCP：修复ERC误报通过，回读原始检查报告",
      "url": "https://github.com/Seeed-Studio/kicad-mcp-server/commit/0c1ba368e7c8ab5089c3de14aeea57b4c1d61c28",
      "summary": "Seeed-Studio于2026-10-22修复KiCad 10 ERC/DRC报告解析。此前ERC解析器读取错误层级，可能把实际有违规的原理图报为通过；修复后读取分层违规、未连接项和原理图一致性结果，并处理缺失及过期报告。",
      "note": "开源实现修复记录。AI客户端经MCP请求检查，确定性kicad-cli生成JSON，再由工具解析并返回结果。复用重点：保留原始报告，核对违规列表与排除项，报告缺失不得当作通过。本站核对作者提交、解析器与测试代码，未安装或运行该工具；作者测试说明不等于本站复测，ERC/DRC也不代表实物、电气性能或制造验收。",
      "publishedAt": "2026-10-22T02:07:54Z",
      "addedAt": "2026-10-24T12:26:13.910008+00:00",
      "checkedAt": "2026-10-24T12:26:13.910008+00:00",
      "publicationUnknown": false,
      "sources": [
        "https://github.com/Seeed-Studio/kicad-mcp-server",
        "https://api.github.com/repos/Seeed-Studio/kicad-mcp-server/commits/0c1ba368e7c8ab5089c3de14aeea57b4c1d61c28"
      ]
    },
    {
      "title": "FreeCAD MCP Bridge v0.1.26：拒绝重定向与工具权限标注",
      "url": "https://github.com/CREATeNG/freecad-mcp-bridge/releases/tag/v0.1.26",
      "summary": "作者于2026-10-27发布：Claude Desktop扩展拒绝端口上其他服务的重定向；为两项Python执行工具标注会修改会话，为分页读取工具标注只读。更新扩展配置说明、隐私政策和示例提示词。AI客户端经本地桥接执行FreeCAD Python并回读输出。",
      "note": "开源工具修订。复用方法：在非敏感工程副本启用桥接，小步执行Python；has_more为真时读取get_output_page后验收。每页等待从该页开始计时。拒绝重定向和MCP标注不构成沙箱或执行授权：桥接仍有宏级权限，本机其他进程可达，云客户端可能传送工程数据。本站只核对标签README与发布记录，未安装运行、未验证几何或制造结果。",
      "publishedAt": "2026-10-27T11:55:42Z",
      "addedAt": "2026-10-24T11:25:42.740478+00:00",
      "checkedAt": "2026-10-28T01:33:46.090041+00:00",
      "publicationUnknown": false,
      "sources": [
        "https://github.com/CREATeNG/freecad-mcp-bridge/releases/tag/v0.1.26",
        "https://api.github.com/repos/CREATeNG/freecad-mcp-bridge/releases?per_page=1",
        "https://api.github.com/repos/CREATeNG/freecad-mcp-bridge/contents/README.md?ref=v0.1.26"
      ]
    },
    {
      "title": "Rodin → Blender：基础网格检查、减面与导出",
      "url": "https://appquantum.com/news/october-2026/creating-a-3d-asset-with-the-hyper3d-rodin-ai-generator-a-step-by-step-guide.html",
      "summary": "AppQuantum 的原作者教程：用多角度参考在 Rodin 生成几何与材质，导入 Blender 后检查网格、减面、修正 UV，再保存 .blend 并导出 FBX/GLB。",
      "note": "方法资料，原文发布于2026-10-21；适用游戏或工程可视化资产准备。复用重点：保留原模型副本，检查减面后的变形与纹理。本站未运行，不代表参数化 CAD、可制造实体或实物验证；原文提示界面已有变化。",
      "publishedAt": "2026-10-21",
      "datePrecision": "day",
      "addedAt": "2026-10-23T15:05:18.251576+00:00",
      "checkedAt": "2026-10-23T15:05:18.251576+00:00",
      "publicationUnknown": false
    },
    {
      "title": "Blender 官方 MCP：场景分析与工程自检方法",
      "url": "https://www.blender.org/lab/mcp-server/",
      "summary": "官方示例用多边形数量与画面投影面积查找场景异常，并演示数据关系查询、命名与几何节点说明。",
      "note": "官方示例，本站未运行。需 Blender 5.1+、插件、MCP服务器和模型客户端；分析须核对渲染修饰器。官方提示生成代码可修改或外传数据，宜在隔离的非敏感工程副本中评估。原始发布日期未知，不当作本周新发布。",
      "addedAt": "2026-10-23T01:56:27.719756+00:00",
      "checkedAt": "2026-10-23T01:56:27.719756+00:00",
      "publicationUnknown": true
    },
    {
      "title": "FreeCAD AI",
      "url": "https://github.com/ghbalf/freecad-ai",
      "summary": "FreeCAD 内聊天工作台，Plan/Act、结构化建模工具，可接本地 Ollama 或云模型。",
      "note": "README 明确 Alpha，LLM 代码可能导致 FreeCAD 崩溃；不是已验证工程产品案例。",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "title": "Cantilever FEM analysis",
      "url": "https://github.com/neka-nat/freecad-mcp/blob/main/examples/cantilever_fem.py",
      "summary": "FreeCAD RPC 建钢悬臂梁，CalculiX 求解，与梁理论比较。",
      "note": "脚本本身不使用 Claude 或 MCP 模型层；不能当 AI 完成结构优化案例。粗网格仅验证流程，允许约 50% 偏差。",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "title": "blwfish/kicad-mcp",
      "url": "https://github.com/blwfish/kicad-mcp",
      "summary": "公开 MIT 项目，提供 KiCad 设计工具。",
      "note": "仓库功能列表不能代替特定电路的验证结果。",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "title": "Blender Industrial Modeling Kit",
      "url": "https://github.com/kai-chop/blender-industrial-kit",
      "summary": "尺寸表、参数化脚本与多视图/干涉检查方法。",
      "note": "社区工程纪律与参考脚本；本站未执行，尺寸标准仍需按产品核定。",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    }
  ],
  "news": [
    {
      "date": "2026-11-02",
      "title": "FreeCAD 参数化 CAD Bench v3：验收原生模型、尺寸与编辑历史",
      "summary": "作者于 11 月 2 日发表的研究报告汇总了 9 月 24 日的评测快照。模型代理接收文字规格、后续修改要求或工程图，在固定版本的 FreeCAD 中提交原生参数化文档。100 道任务包括 30 道创建、30 道创建后修改、40 道工程图重建。独立程序结合几何相似度与规格一致性评分。可复用做法是保留原生特征树并检查依赖、关键尺寸和修改后结果。分数是连续奖励的均值，无法直接换算成通过率。本文未做制造验证，本站未复现。",
      "url": "https://arxiv.org/abs/2611.02659",
      "label": "作者研究／未复现",
      "tool": "FreeCAD",
      "publishedAt": "2026-11-02",
      "datePrecision": "day",
      "siteVerified": false,
      "sources": [
        "https://arxiv.org/abs/2611.02659",
        "https://arxiv.org/html/2611.02659v1"
      ],
      "addedAt": "2026-11-04T02:20:47.417287+00:00",
      "checkedAt": "2026-11-04T02:20:47.417287+00:00",
      "publicationUnknown": false
    },
    {
      "date": "2026-10-28",
      "title": "电源原理图研究：资料提取、仿真与网表回读分层验收",
      "summary": "作者研究报告：Qwen负责数据手册语义提取，确定性Python处理需求与拓扑计算，ngspice验证功率级，KiCad CLI导出并回读网表；展示Buck与DAB两种电路。复用重点是分开核对器件证据、仿真和连通性。仅两例，未证明闭环稳定性、热安全或实物性能；本站未复现，未核实公开工程下载。",
      "url": "https://arxiv.org/html/2610.38201v1",
      "label": "作者研究／未复现",
      "tool": "KiCad",
      "publishedAt": "2026-10-28",
      "datePrecision": "day",
      "siteVerified": false,
      "sources": [
        "https://arxiv.org/abs/2610.38201",
        "https://arxiv.org/html/2610.38201v1"
      ],
      "addedAt": "2026-11-01T01:17:25.746040+00:00",
      "checkedAt": "2026-11-01T01:17:25.746040+00:00",
      "publicationUnknown": false
    },
    {
      "date": "2026-10-28",
      "title": "3DCodeEdit：Blender代码能运行，还要检查形状是否改对",
      "summary": "作者发布108个Blender程序、2592项编辑任务与公开代码。输入原程序和编辑要求，模型改代码，六视图渲染后逐项检查改动与保留项；独立审阅者描述偏差，再交回编辑模型。复用价值是把运行成功与视觉要求分开验收。成绩仅适用论文任务和模型裁判口径，不证明制造可行；本站未运行评测。",
      "url": "https://binjiew.github.io/3DCodeEdit/",
      "label": "开源评测研究／未复现",
      "tool": "Blender",
      "publishedAt": "2026-10-28",
      "datePrecision": "day",
      "siteVerified": false,
      "sources": [
        "https://arxiv.org/abs/2610.38231",
        "https://arxiv.org/html/2610.38231v1",
        "https://github.com/BinjieW/3DCodeEdit"
      ],
      "addedAt": "2026-11-01T01:17:25.746040+00:00",
      "checkedAt": "2026-11-01T01:17:25.746040+00:00",
      "publicationUnknown": false
    },
    {
      "date": "2026-10-19",
      "title": "SKY-001：层级规划走进 CAD 与 BIM",
      "summary": "关注构建序列与装配结构；公开能力与生产级验证分开看。",
      "url": "https://skyfall.ai/blog/introducing-sky-001",
      "label": "厂商研究",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "date": "2026-10-14",
      "title": "XL4015 电源板：ERC 之外还要回读网表",
      "summary": "机构案例披露了规则检查没有发现的电气连接问题。",
      "url": "https://jlcpcb.com/blog/kicad-mcp-how-to-design-a-pcb-with-claude-code",
      "label": "工程复盘",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    },
    {
      "date": "2026-10-13",
      "title": "EasyEDA Pro：模型、编辑器 API 与路由器协作",
      "summary": "CH32V006案例展示回读、修复和布线交接的过程。",
      "url": "https://jlcpcb.com/blog/claude-code-pcb-design",
      "label": "工具融合",
      "addedAt": "2026-10-22",
      "addedAtPrecision": "day"
    }
  ]
}