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earthtojake/text-to-cad
默认分支 main · commit 8d7bf106 · 扫描时间 2026/5/10 23:08:27
星标 2,348 · Fork 279
行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 earthtojake/text-to-cad 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highreadme#1Reposition the README's opening to highlight "AI agent harness" and "code-based CAD"
原因:
当前The current README starts with a title and then "An open source harness for generating 3D models with your favorite coding agent", followed by many links before "Getting Started".
复制粘贴的修复Add a concise, prominent paragraph immediately after the main title that clearly states its purpose as an AI agent harness for *code-based, parametric* CAD generation, differentiating it from mesh-based tools. For example: "This repository provides an open-source harness for AI agents (like Codex or Claude Code) to generate parametric, code-based CAD models from natural language descriptions. Unlike mesh-based text-to-3D tools, `text-to-cad` focuses on producing structured, editable CAD files suitable for mechanical engineering and robotics."
- mediumtopics#2Add more specific topics to improve AI categorization
原因:
当前3mf, agents, ai, ai-agents, build123d, cad, cad-skill, dxf, glb, mechanical-engineering, opencascade, robotics, step, stl, text-to-cad, wasm
复制粘贴的修复3mf, agents, ai, ai-agents, build123d, cad, cad-skill, dxf, glb, mechanical-engineering, opencascade, robotics, step, stl, text-to-cad, wasm, llm, large-language-models, generative-ai, generative-cad, code-based-cad
- lowreadme#3Add a 'Comparison' or 'Differentiators' section to the README
原因:
复制粘贴的修复Add a new section titled 'Why `text-to-cad`? (Differentiators)' or 'Comparison to other tools' that explicitly contrasts it with mesh-based text-to-3D generators and traditional CAD software, highlighting its focus on AI agents and code-based parametric output.
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- OpenSCAD · 被推荐 2 次
- Blender · 被推荐 2 次
- Shap-E · 被推荐 1 次
- Meshy.ai · 被推荐 1 次
- Luma AI · 被推荐 1 次
- 品类问题How can I generate 3D CAD models from text descriptions using an AI assistant?你:未被推荐AI 推荐顺序:
- Shap-E
- Meshy.ai
- Luma AI
- Blockade Labs
- RealityCapture
- Metashape
- DreamFusion
- Magic3D
- SolidWorks
- Fusion 360
- Onshape
- Rhino
- OpenSCAD
- ChatGPT
- GitHub Copilot
- Midjourney
- DALL-E 3
- Blender
AI 推荐了 18 个替代方案,却始终没点名 earthtojake/text-to-cad。这就是要补上的差距。
查看 AI 完整回答
- 品类问题What open-source tools automate mechanical design and create CAD files with AI agents?你:未被推荐AI 推荐顺序:
- OpenSCAD
- FreeCAD
- CadQuery
- Grasshopper
- Blender
- SolveSpace
AI 推荐了 6 个替代方案,却始终没点名 earthtojake/text-to-cad。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesspass
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of earthtojake/text-to-cad?passAI 明确点名了 earthtojake/text-to-cad
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts earthtojake/text-to-cad in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 earthtojake/text-to-cad
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo earthtojake/text-to-cad solve, and who is the primary audience?passAI 明确点名了 earthtojake/text-to-cad
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 earthtojake/text-to-cad 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/earthtojake/text-to-cad)<a href="https://repogeo.com/zh/r/earthtojake/text-to-cad"><img src="https://repogeo.com/badge/earthtojake/text-to-cad.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
earthtojake/text-to-cad — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3