docs: add web tool browser realness results

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Jiaqing Liang committed 2026-06-09 10:00:05 +08:00
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<p>
<a href="https://gaagent.ai"><img src="https://img.shields.io/badge/Official_Website-gaagent.ai-00A67E?style=flat-square" alt="Official Website"/></a>
<a href="https://arxiv.org/abs/2604.17091"><img src="https://img.shields.io/badge/Technical_Report-PDF-EA4335?style=flat-square&logo=adobeacrobatreader&logoColor=white" alt="Technical Report"/></a>
<a href="https://github.com/JinyiHan99/GA-Technical-Report"><img src="https://img.shields.io/badge/Code_%26_Data-Reproduction-181717?style=flat-square&logo=github" alt="Reproduction Repo"/></a>
<a href="https://datawhalechina.github.io/hello-generic-agent/"><img src="https://img.shields.io/badge/Tutorial-Datawhale-blue?style=flat-square" alt="Tutorial"/></a>
@@ -24,8 +25,8 @@
</div>
> 📌 **Official Channel** — This GitHub repository is the **only** official source of GenericAgent.
> We have no affiliation with any third-party website using the GenericAgent name.
> 📌 **Official Channels** — GenericAgent's official sources are this GitHub repository and the official website: **https://gaagent.ai**.
> DintalClaw is currently the only officially authorized commercial partner; any other third-party website, organization, or individual using the GenericAgent name is not official unless explicitly listed here.
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@@ -347,6 +348,22 @@ Baselines across these dimensions include **Claude Code**, **OpenAI CodeX**, and
</tr>
</table>
### Browser Realness of GA Web Tools
GA web tools run through a **real, persistent Chrome/Chromium session** rather than a disposable headless sandbox, preserving cookies, login state, extensions, GPU/WebGL behavior, and normal browser-session fingerprints.
| Detection Service / Signal | Vanilla Headless Automation | GA Web Tools | Notes |
| :--- | :---: | :---: | :--- |
| SannySoft headless test | Often detected | ✅ 56/56 passed | `bot.sannysoft.com` |
| bot.incolumitas.com | Commonly fails webdriver / CDP checks | ✅ 36/36 passed | `WEBDRIVER`, `SELENIUM_DRIVER`, `webDriverAdvanced` all OK |
| BrowserScan bot detection | Often abnormal | ✅ Normal | `browserscan.net` |
| Device & Browser Info bot test | Multiple bot flags | ✅ Human / `isBot=false` | `deviceandbrowserinfo.com` |
| FingerprintJS bot detection demo | Often detected | ✅ Passed | Demo flow completed without bot verdict |
| reCAPTCHA v3 demo | Low bot-like score | ✅ 0.9 human-like score | Score-based risk signal; 0.9 is above typical production thresholds |
| Persistent session | Usually isolated | ✅ Preserved | Reuses the user's real browser profile, cookies, extensions, and login state |
For reCAPTCHA v3, `0.9` is not a "checkbox solved" result; it is the high-confidence human-like score returned by the risk model, typically sufficient to avoid extra challenges in production flows.
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## 📅 Roadmap & News
@@ -400,7 +417,7 @@ Thanks to the **LinuxDo** community for the support!
Distributed under the **MIT License**. See [`LICENSE`](LICENSE) for full text.
> *Disclaimer: This project does not build or operate any commercial website. Apart from DintalClaw, no institution, organization, or individual is currently officially authorized to conduct commercial activities under the GenericAgent name.*
> *Disclaimer: The official GenericAgent channels are this GitHub repository and https://gaagent.ai. DintalClaw is currently the only officially authorized commercial partner; any other third-party website, organization, or individual using the GenericAgent name is not official unless explicitly listed here.*
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@@ -721,6 +738,22 @@ GenericAgent 通过 **分层记忆 × 最小工具集 × 自主执行循环**
</tr>
</table>
### GA Web 工具的浏览器真实性
GA Web 工具运行在**真实、持久化的 Chrome/Chromium 会话**中,而不是一次性的 headless 沙箱,因此可以保留 Cookie、登录态、扩展、GPU/WebGL 行为以及正常浏览器会话指纹。
| 检测服务 / 信号 | 普通 Headless 自动化 | GA Web 工具 | 说明 |
| :--- | :---: | :---: | :--- |
| SannySoft headless test | 常被识别 | ✅ 56/56 通过 | `bot.sannysoft.com` |
| bot.incolumitas.com | 常在 webdriver / CDP 项异常 | ✅ 36/36 通过 | `WEBDRIVER`、`SELENIUM_DRIVER`、`webDriverAdvanced` 全部 OK |
| BrowserScan bot detection | 常显示异常 | ✅ Normal | `browserscan.net` |
| Device & Browser Info bot test | 多个 bot 标记 | ✅ Human / `isBot=false` | `deviceandbrowserinfo.com` |
| FingerprintJS bot detection demo | 常被识别 | ✅ 通过 | Demo 流程完成,未给出 bot 判定 |
| reCAPTCHA v3 demo | 低分 / bot-like | ✅ 0.9 真人相似分 | v3 是基于分数的风险信号;0.9 高于常见生产阈值 |
| 持久化会话 | 通常隔离 | ✅ 保留 | 复用用户真实浏览器 profile、Cookie、扩展和登录态 |
对于 reCAPTCHA v3,`0.9` 不是“点过验证码”的结果,而是风控模型返回的高置信真人相似分,通常足以通过生产环境中的常见阈值,避免进入更严格挑战。
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## 📅 路线图与最新动态
@@ -774,7 +807,7 @@ GenericAgent 通过 **分层记忆 × 最小工具集 × 自主执行循环**
基于 **MIT License** 发布,详见 [`LICENSE`](LICENSE)。
> *声明:本项目未构建任何商业站点;除 DintalClaw 外,目前未官方授权任何机构、组织或个人以 GenericAgent 名义从事商业活动。*
> *声明:GenericAgent 官方渠道为本 GitHub 仓库和 https://gaagent.ai。DintalClaw 是目前唯一官方授权的商业合作方;除非在此处明确列出,其他使用 GenericAgent 名义的第三方网站、机构、组织或个人均非官方。*
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@@ -1,4 +1,5 @@
// Disable alert/confirm/prompt to prevent page JS from blocking extension
try{delete Navigator.prototype.webdriver;delete navigator.webdriver}catch(e){}
(function() {
const _log = console.log.bind(console);
function toast(type, msg) {