REPO·RANK #260·2/6 firing·Python
Rank#260Python
Cross-signal0.80 / 6.0
Quietly building. GitHub picked up +232 stars in 24h and Bluesky buzz (1 posts / 7d) and dev.to writeups (1 articles / 7d). Reddit and X are still cold — typical for a niche project at this stage.
Cross-signal · 30D+9%
GitHubFIRING+232 stars24h
HackerNewsQUIET0 posts7d
RedditQUIET0 posts7d
BlueskyFIRING1 posts7d
Dev.toFIRING1 posts7d
XQUIET0 posts7d
Stars7.7k+608 7d+232 today
Forks560+0 7d7% fork ratio
Contribs5+0 30dteam-led
Momentum23.04.1stars-velocity score
SurfaceTHIN1 / 6last commit 15m ago
Coverage3 / 13 sources fired (7d)
·11
Picked up 232 GitHub stars in the last 24 hours (momentum 23/100) — acute breakout in progress.
// 01 · GITHUB MOMENTUM
23.0
+232 stars 24h | +608 7d
// 02 · MENTIONS
10
10 in 24h | 1 source
// 03 · CROSS-SIGNAL
0.80
2/6 channels firing
// 04 · PACKAGE ADOPTION
-
no linked package yet
// 05 · PROJECT SURFACE
thin
last commit 15m ago
// 01
Breakdown
How is this scored?
- 6.0
- strong signal across ≥5 of 6 channels
- 5.0
- strong signal across ≥4 of 6 channels
- 4.0
- strong signal across ≥3 of 6 channels
- 3.0+
- active on 2+ channels
- <1.0
- low or no cross-channel activity
Each channel contributes 0-1. Per-channel tiers: GitHub (breakout 1.0 / hot 0.7 / rising 0.4), HN (front-page 1.0 / ≥3 mentions 0.7 / 1-2 mentions 0.4), Bluesky (≥5 mentions 1.0 / 2-4 0.7 / 1 0.4), dev.to (≥3 articles 1.0 / 2 0.7 / 1 0.4), Reddit (corpus-normalized 48h velocity), X (≥10 mentions 24h 1.0 / 3-9 0.7 / 1-2 0.4).
- GitHub momentum0.00
- Reddit0.00
- HackerNews0.00
- Bluesky0.40
- dev.to0.40
- X (Twitter)0.00
* Reddit bar shows a per-repo velocity proxy (raw score / 100); the score formula uses the corpus-normalized version so a single repo's bar may not match its contribution to the corpus-wide ranking.
// KNOWN REPO · PACKAGE · LAUNCH · SITE SURFACES
GitHubCloakHQ/CloakBrowser7.7k starsWebsitecloakbrowser.devsite found; profile scan queued
Docspendingdocs scanner pending
npmnoneno linked npm package
ProductHuntnoneno launch linked
Paper/modelpendingHF/arXiv resolver not attached yet
AISO scan
Scan queued — refresh to check status.
// 02
Growth
Today
6.6k
+1.5k last 24h
7d
+4.3k
190% wow
30d
+4.3k
190% mom
Spike
+2.3k/d
4d ago · peak day
// 03
Mentions
// last scanreddit 9mhn 4mbluesky 1hdevto 2hph 1hnpm 10h
- X→ OPEN
CHROMİUM'U ALDILAR, İÇİNİ BOŞALTTILAR. Parmak izi yok. Bot imzası yok. Detection servislerine bakarsınız, sıradan kullanıcı görünür. Bunu Puppeteer scripti yazarak yapamazsınız, user-agent değiştirerek de. Çünkü tüm bu izler Chromium'un kaynak kodundan geliyor. CloakBrowser fork'layıp doğrudan değiştirdi. FingerprintJS, PerimeterX, DataDome dahil 30 test geçiyor. Açık kaynak. Sponsorlu falan değil, o adamlardan para alacak halim yok. Proje linki ilk yorumda, alın şu şaheseri inceleyin.▶ Twitter10h ago - X→ OPEN
Stealth browser automation just got interesting. CloakBrowser is a custom Chromium build designed to look like a real browser to anti-bot systems. No JS hacks, no config tricks. Fingerprints patched directly in the C++ source. Drop-in replacement for Playwright/Puppeteer. Python or JS. 3 lines of code.▶ Twitter10h ago - X→ OPEN
The methodology is simple: Instead of masking fingerprints at runtime… CloakBrowser modifies Chromium at the source level (C++). So the signals websites see come from the browser itself, not injected scripts.▶ Twitter10h ago - X→ OPEN
My Polymarket AI broke 5 times. After fixing it - it's a money printer > Stealth scraping failed. 8 commits, 6 hours Replaced everything with CloakBrowser - 33 C++ patches in Chromium. Real stealth lives in browser internals > Deepseek censors Taiwan, Ukraine, Trump > Built OpenAI fallback, then poisoned our own API keys. Cascading failure in 26 minutes > No single parser works. Built a chain of 7 fetchers - first two cover 75% of URLs > One LLM wasn't enough. Now it's a 5-agent Expert Council with Bayesian synthesis and veto power A detailed article covering the entire trip will be published soon. I’ll also be sure to explain why it’s a money printer▶ Twitter10h ago - X→ OPEN
做爬虫或跑自动化脚本时，总会被各种反爬验证拦截，用常规的隐藏插件依然防不胜防。 今天看到 CloakBrowser 这个开源项目，直接在 C++ 源码层面修改了 Chromium 的指纹特征。 并非简单的 JS 注入或配置修改，而是从底层重构了画布、音频、硬件报告等核心信号。 开启拟人化参数后，连鼠标移动轨迹、键盘敲击延迟和页面滚动都能模拟真实用户的习惯。 GitHub： github.com/CloakHQ/CloakBrow… 只需修改几行导入代码，就能无缝接入现有的 Python 或 Node.js 项目，兼容 Playwright 和 Puppeteer。 还提供 Docker 镜像和持久化配置文件管理，适合部署到服务器长期运行。 正在做网页自动化的朋友，要是被反爬机制反复折腾，不妨试下这个开源方案。▶ Twitter10h ago - X→ OPEN
爬虫人和AI Agent开发者的福音来了！ CloakBrowser —— 真正源代码级（C++）打补丁的 Stealth Chromium 浏览器！ 不是JS注入、不是配置伪装，而是直接在Chromium二进制里打了49-57个指纹补丁！ 核心亮点： 30/30 bot检测全通过（Cloudflare Turnstile、reCAPTCHA v3 0.9分、FingerprintJS、BrowserScan全绿） Playwright / Puppeteer 一行代码 drop-in 替换 humanize=True 真实鼠标曲线、键盘节奏、滚动行为，像真人一样 支持代理自动时区/语言匹配 + WebRTC IP伪装 + 持久化Profile pip install cloakbrowser 自动下载 stealth 二进制，零配置▶ Twitter10h ago - X→ OPEN
牛逼！CloakBrowser 宣称通过所有 bot detection 测试，并可作为 Playwright 替代。 自动化福音，我先mark下 开源地址： github.com/CloakHQ/CloakBrow…▶ Twitter10h ago - X→ OPEN
💥🛡️🕵️♂️ ¡CloakBrowser es un Chromium con 49 parches C++ a nivel de código fuente! Pasa cada test anti-bot y consigue un 0.9 en reCAPTCHA v3. Ideal para #redteam y #osint ético. #ethicalhacking #ciberseguridad #opensource #pentest▶ Twitter10h ago - X→ OPEN
🚨 Someone just built a browser that's invisible to every bot detection system on the internet. 14 tests. 14 passed. Perfect score. It's called CloakBrowser. A modified Chromium that patches fingerprinting at the source level — not with JavaScript hooks that detection systems can find, but inside the browser engine itself where nothing can see it. Every major bot detection system you've heard of. Cloudflare. PerimeterX. DataDome. BotD. CreepJS. Fingerprint.com . All of them. Bypassed. Every single one. Here's why every other stealth browser fails. Tools like undetected-chromedriver and playwright-stealth work by injecting JavaScript that overrides browser fingerprinting APIs. They patch things like navigator.webdriver, canvas rendering, and WebGL after the browser loads. The problem: detection systems know exactly where to look for those patches. They check for the override patterns. They find them. They flag the session. CloakBrowser doesn't patch the JavaScript layer. It patches Chromium's C++ source code directly. The fingerprint modifications happen before any JavaScript ever runs. There's nothing to detect because the changes aren't sitting on top of the browser — they're baked into it. Here's what it actually patches: → Navigator and user agent properties — no webdriver flag, no automation signals → Canvas and WebGL fingerprinting — randomized at the rendering engine level → Audio fingerprinting — modified at the Web Audio API implementation → Font enumeration — controlled list, not the real system font list → Hardware concurrency and device memory — configurable, not real values → Chrome runtime object — present and correct, exactly as a real browser would show it → Timezone and locale — fully controllable without JavaScript detection Here's the wildest part. It's a drop-in Playwright replacement. If you're already using Playwright for browser automation, you change one import. That's it. Everything else stays identical. One import change. Your automation is now undetectable. The use cases write themselves. Web scraping without getting blocked. Automated testing on production sites with aggressive bot protection. Privacy research. Security auditing. Competitive intelligence gathering. 14 GitHub stars today. This one is going to grow fast. 100% Open Source. MIT License. GitHub link in the comments 👇▶ Twitter10h ago - X→ OPEN
CloakBrowser : un Chromium modifié au niveau source C++ qui passe tous les tests de détection de bots (Cloudflare, reCAPTCHA, FingerprintJS). Remplacement direct pour Playwright/Puppeteer et open source. github.com/CloakHQ/CloakBrow…▶ Twitter10h ago
// 04
Context
- 6 public repos
- 59 followers
- browser-use/browser-usePython · 93.6k stars
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
- soxoj/maigretPython · 28.1k stars
🕵️♂️ Collect a dossier on a person by username from 3000+ sites
- D4Vinci/ScraplingPython · 49.1k stars
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
- jo-inc/camofox-browserJavaScript · 4.8k stars
Stealth headless browser for AI agents — bypass Cloudflare, bot detection, and anti-scraping. Drop-in Puppeteer/Playwright replacement.
- ScrapeGraphAI/Scrapegraph-aiPython · 25.1k stars
Python scraper based on AI
- pinchtab/pinchtabGo · 9.0k stars
High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and real-time dashboard.
// 05Deep dive
// STARS7.7k+608/ 7dJust updated
// FORKS560—/ 7dJust updated
// CONTRIBUTORS5—/ 30dJust updated
Open Issues42
Last Commit15m ago
Latest Release—
// TREND24h+2327d+60830d+659
X
Ranked confirmation layer for repo-specific X buzz in the last 24h.
Mentions 24h
37
Authors 24h
31
Engagement
1.7k
Peak hour
10:12
Score
100.0
Meaningful X activity confirmed. 37 matched posts across 31 authors.
Top matched posts
- @kadiruludag681 eng
CHROMİUM'U ALDILAR, İÇİNİ BOŞALTTILAR. Parmak izi yok. Bot imzası yok. Detection servislerine bakarsınız, sıradan kullanıcı görünür. Bunu Puppeteer scripti yazarak yapamazsınız, user-agent değiştirerek de. Çünkü tüm bu izler Chromium'un kaynak kodundan geliyor. CloakBrowser fork'layıp doğrudan değiştirdi. FingerprintJS, PerimeterX, DataDome dahil 30 test geçiyor. Açık kaynak. Sponsorlu falan değil, o adamlardan para alacak halim yok. Proje linki ilk yorumda, alın şu şaheseri inceleyin.
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @GithubProjects405 eng
Stealth browser automation just got interesting. CloakBrowser is a custom Chromium build designed to look like a real browser to anti-bot systems. No JS hacks, no config tricks. Fingerprints patched directly in the C++ source. Drop-in replacement for Playwright/Puppeteer. Python or JS. 3 lines of code.
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @GitHub_Daily222 eng
做爬虫或跑自动化脚本时，总会被各种反爬验证拦截，用常规的隐藏插件依然防不胜防。 今天看到 CloakBrowser 这个开源项目，直接在 C++ 源码层面修改了 Chromium 的指纹特征。 并非简单的 JS 注入或配置修改，而是从底层重构了画布、音频、硬件报告等核心信号。 开启拟人化参数后，连鼠标移动轨迹、键盘敲击延迟和页面滚动都能模拟真实用户的习惯。 GitHub： github.com/CloakHQ/CloakBrow… 只需修改几行导入代码，就能无缝接入现有的 Python 或 Node.js 项目，兼容 Playwright 和 Puppeteer。 还提供 Docker 镜像和持久化配置文件管理，适合部署到服务器长期运行。 正在做网页自动化的朋友，要是被反爬机制反复折腾，不妨试下这个开源方案。
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @GithubProjects105 eng
The methodology is simple: Instead of masking fingerprints at runtime… CloakBrowser modifies Chromium at the source level (C++). So the signals websites see come from the browser itself, not injected scripts.
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @CamilleRoux102 eng
CloakBrowser : un Chromium modifié au niveau source C++ qui passe tous les tests de détection de bots (Cloudflare, reCAPTCHA, FingerprintJS). Remplacement direct pour Playwright/Puppeteer et open source. github.com/CloakHQ/CloakBrow…
mediumphrase10h agoopenReturned by a high-confidence repo query and contains a visible project phrase, but the exact URL, slug, or package name was not visible.
- @mylifcc77 eng
爬虫人和AI Agent开发者的福音来了！ CloakBrowser —— 真正源代码级（C++）打补丁的 Stealth Chromium 浏览器！ 不是JS注入、不是配置伪装，而是直接在Chromium二进制里打了49-57个指纹补丁！ 核心亮点： 30/30 bot检测全通过（Cloudflare Turnstile、reCAPTCHA v3 0.9分、FingerprintJS、BrowserScan全绿） Playwright / Puppeteer 一行代码 drop-in 替换 humanize=True 真实鼠标曲线、键盘节奏、滚动行为，像真人一样 支持代理自动时区/语言匹配 + WebRTC IP伪装 + 持久化Profile pip install cloakbrowser 自动下载 stealth 二进制，零配置
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @LufzzLiz21 eng
牛逼！CloakBrowser 宣称通过所有 bot detection 测试，并可作为 Playwright 替代。 自动化福音，我先mark下 开源地址： github.com/CloakHQ/CloakBrow…
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @s1rozha_19 eng
My Polymarket AI broke 5 times. After fixing it - it's a money printer > Stealth scraping failed. 8 commits, 6 hours Replaced everything with CloakBrowser - 33 C++ patches in Chromium. Real stealth lives in browser internals > Deepseek censors Taiwan, Ukraine, Trump > Built OpenAI fallback, then poisoned our own API keys. Cascading failure in 26 minutes > No single parser works. Built a chain of 7 fetchers - first two cover 75% of URLs > One LLM wasn't enough. Now it's a 5-agent Expert Council with Bayesian synthesis and veto power A detailed article covering the entire trip will be published soon. I’ll also be sure to explain why it’s a money printer
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @EsGeeks17 eng
💥🛡️🕵️♂️ ¡CloakBrowser es un Chromium con 49 parches C++ a nivel de código fuente! Pasa cada test anti-bot y consigue un 0.9 en reCAPTCHA v3. Ideal para #redteam y #osint ético. #ethicalhacking #ciberseguridad #opensource #pentest
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @RituWithAI15 eng
🚨 Someone just built a browser that's invisible to every bot detection system on the internet. 14 tests. 14 passed. Perfect score. It's called CloakBrowser. A modified Chromium that patches fingerprinting at the source level — not with JavaScript hooks that detection systems can find, but inside the browser engine itself where nothing can see it. Every major bot detection system you've heard of. Cloudflare. PerimeterX. DataDome. BotD. CreepJS. Fingerprint.com . All of them. Bypassed. Every single one. Here's why every other stealth browser fails. Tools like undetected-chromedriver and playwright-stealth work by injecting JavaScript that overrides browser fingerprinting APIs. They patch things like navigator.webdriver, canvas rendering, and WebGL after the browser loads. The problem: detection systems know exactly where to look for those patches. They check for the override patterns. They find them. They flag the session. CloakBrowser doesn't patch the JavaScript layer. It patches Chromium's C++ source code directly. The fingerprint modifications happen before any JavaScript ever runs. There's nothing to detect because the changes aren't sitting on top of the browser — they're baked into it. Here's what it actually patches: → Navigator and user agent properties — no webdriver flag, no automation signals → Canvas and WebGL fingerprinting — randomized at the rendering engine level → Audio fingerprinting — modified at the Web Audio API implementation → Font enumeration — controlled list, not the real system font list → Hardware concurrency and device memory — configurable, not real values → Chrome runtime object — present and correct, exactly as a real browser would show it → Timezone and locale — fully controllable without JavaScript detection Here's the wildest part. It's a drop-in Playwright replacement. If you're already using Playwright for browser automation, you change one import. That's it. Everything else stays identical. One import change. Your automation is now undetectable. The use cases write themselves. Web scraping without getting blocked. Automated testing on production sites with aggressive bot protection. Privacy research. Security auditing. Competitive intelligence gathering. 14 GitHub stars today. This one is going to grow fast. 100% Open Source. MIT License. GitHub link in the comments 👇
mediumphrase10h agoopenMatched through a repo-specific project phrase query.