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bug0inc/passmark
默认分支 main · commit decdb418 · 扫描时间 2026/6/12 07:48:10
星标 965 · Fork 165
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 bug0inc/passmark 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 README's opening to emphasize 'library' and 'developer-focused' nature
原因:
当前Passmark covers your browser regression testing end-to-end and helps you catch regressions early. Fast. It uses AI models to execute natural language browser steps via Playwright...
复制粘贴的修复Passmark is an open-source Playwright *library* for developers, designed to bring AI-powered browser regression testing directly into your existing E2E workflows. Unlike standalone SaaS platforms, Passmark integrates intelligent caching, auto-healing, and multi-model verification directly into your Playwright tests, helping you catch regressions early and keep tests stable without needing to update AI prompts or retrain models.
- mediumcomparison#2Add a 'Why Passmark?' or 'Comparison' section to the README
原因:
复制粘贴的修复Add a new section to the README, perhaps titled 'Why Passmark?' or 'Passmark vs. Alternatives', with content like: 'While tools like Testim and Mabl offer AI-driven testing, Passmark provides an open-source, Playwright-native library that gives developers full control and integrates directly into your existing test suite, avoiding vendor lock-in and offering deep customization for AI-powered browser regression testing.'
- lowlicense#3Clarify existing license in the README
原因:
复制粘贴的修复Add a section or line in the README, for example: '## License This project is licensed under [Specify the actual license(s) here, e.g., a custom license, or a combination of licenses if applicable]. See the LICENSE.md 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。
- Applitools Ultrafast Test Cloud · 被推荐 2 次
- Mabl · 被推荐 2 次
- Testim · 被推荐 1 次
- Autify · 被推荐 1 次
- Cypress with Smart UI · 被推荐 1 次
- 品类问题Looking for an AI-driven tool to automate browser regression tests with self-healing capabilities.你:未被推荐AI 推荐顺序:
- Testim
- Applitools Ultrafast Test Cloud
- Mabl
- Autify
- Cypress with Smart UI
- Leapwork
AI 推荐了 6 个替代方案,却始终没点名 bug0inc/passmark。这就是要补上的差距。
查看 AI 完整回答
- 品类问题How to implement AI-powered E2E testing using Playwright with multi-model assertion verification?你:未被推荐AI 推荐顺序:
- Applitools Ultrafast Test Cloud
- Testim.io
- Mabl
- OpenAI GPT-4 / GPT-3.5
- Azure Custom Vision
- Google Cloud Vision AI
- Faker.js
AI 推荐了 7 个替代方案,却始终没点名 bug0inc/passmark。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 bug0inc/passmark?passAI 未点名 bug0inc/passmark —— 很可能在说另一个项目
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 bug0inc/passmark in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 bug0inc/passmark
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 bug0inc/passmark solve, and who is the primary audience?passAI 明确点名了 bug0inc/passmark
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 bug0inc/passmark 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/bug0inc/passmark)<a href="https://repogeo.com/zh/r/bug0inc/passmark"><img src="https://repogeo.com/badge/bug0inc/passmark.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
bug0inc/passmark — 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