REPOGEO 报告 · LITE
m0n0x41d/haft
默认分支 main · commit 06834406 · 扫描时间 2026/5/12 23:36:36
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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 m0n0x41d/haft 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#1Explicitly disambiguate from file servers in README
原因:
复制粘贴的修复Add a prominent line in the README, perhaps right after 'What is Haft?', like: "To be clear: Haft is NOT a file server, static HTTP server, or file sharing utility. It is an engineering governor for AI-assisted software delivery."
- mediumreadme#2Add a 'Why Haft?' section addressing AI agent governance challenges
原因:
复制粘贴的修复Add a new section, perhaps after 'What is Haft?', titled '### Why Haft? (For AI-Assisted Development)' with content like: "In the era of AI coding agents, ensuring their outputs align with engineering specifications and best practices is paramount. Haft provides the framework to track engineering decisions, prevent stale assumptions, and manage evidence decay, acting as your critical governor for AI-generated code."
- lowlicense#3Clarify the project's license(s) in the README
原因:
复制粘贴的修复Add a section or line in the README, e.g., "## License Haft is licensed under [State the actual license(s) here, e.g., 'a custom license combining Apache-2.0 and MIT terms as detailed in the LICENSE file.']. Please refer to the `LICENSE` file for full details."
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。
- Sonarqube · 被推荐 1 次
- ESLint · 被推荐 1 次
- Pylint · 被推荐 1 次
- Checkstyle · 被推荐 1 次
- OpenAI Evals · 被推荐 1 次
- 品类问题How to ensure AI coding agent outputs align with engineering specifications and best practices?你:未被推荐AI 推荐顺序:
- Sonarqube
- ESLint
- Pylint
- Checkstyle
- OpenAI Evals
- GitHub Actions
- GitLab CI/CD
- Jenkins
- Cypress
- Selenium
- Playwright
- Codecov
- Coveralls
- GitHub Pull Requests
- GitLab Merge Requests
AI 推荐了 15 个替代方案,却始终没点名 m0n0x41d/haft。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Tool to track engineering decisions for AI-generated code, preventing stale assumptions and evidence decay?你:未被推荐AI 推荐顺序:
- Confluence
- Jira
- GitHub Wiki
- GitLab Wiki
- MLflow (mlflow/mlflow)
- Weights & Biases
- Notion
AI 推荐了 7 个替代方案,却始终没点名 m0n0x41d/haft。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 m0n0x41d/haft?passAI 明确点名了 m0n0x41d/haft
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 m0n0x41d/haft in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 m0n0x41d/haft
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 m0n0x41d/haft solve, and who is the primary audience?passAI 明确点名了 m0n0x41d/haft
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 m0n0x41d/haft 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/m0n0x41d/haft)<a href="https://repogeo.com/zh/r/m0n0x41d/haft"><img src="https://repogeo.com/badge/m0n0x41d/haft.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
m0n0x41d/haft — 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