ShawnPana

🔗 پروژه متن‌باز: ShawnPana/phone-harness ☁️ کانالمون هم بیاید : t.me #AI #MCP #AIAgents #CodeCloud

10 GitHub Repos Worth Your Time This Week The 10 GitHub repos worth your time this week, counted down from 10 to 1, with what each one actually does and who it is for. All links (star counts checked 18 Oct 2026): 10. phone-harness: ShawnPana/phone-harness 9. OpenCut: OpenCut-app/OpenCut 8. text-to-cad: earthtojake/text-to-cad 7. claude-plugins-official: anthropics/claude-plugins-official 6. ai-job-search: MadsLorentzen/ai-job-search 5. context-mode: mksglu/context-mode 4. HyperFrames: heygen-com/hyperframes 3. iFixAi: ifixai-ai/iFixAi 2. diagram-design: cathrynlavery/diagram-design 1. VoiceStudio: debpalash/VoiceStudio This video was edited with HyperFrames (number 4 on the list).

You want an agent to use a real phone. ShawnPana/phone-harness t.co

phone-harness GitHub Explained: How AI Agents Control iOS and Android Screens phone-harness by shawnpana: shawnpana/phone-harness Phone-harness is an open-source framework for AI agents that operate physical or cloud mobile devices through visible UI and accessibility layers. This overview explains the split between Android's ADB/accessibility path and macOS iPhone Mirroring, how OCR turns mirrored pixels into text and tap coordinates, and why the framework uses an act-verify-adapt loop instead of app-level success codes. It also covers the documented Cocoa dependency workaround, a Notes app example, gesture distinctions, and limits including biometrics, DRM, multi-touch, and the need for human approval around outward-facing actions. The repository's stop-file kill switch and send-message readback check show how control is bounded on credential-rich devices. TimeStamps: 0:00 Why phone automation needs a screen-level harness 1:02 Android ADB vs. Mac iPhone Mirroring 1:50 Accessibility trees, OCR, and coordinate mapping 2:04 Notes app example: from screen text to a tap 2:50 Scrolls, swipes, and visual verification 3:44 Hardware security and DRM limits 4:46 The stop-file kill switch 5:11 Dual verification for outward-facing actions 5:29 Why visual control remains a tool of last resort 5:40 The guarded architecture in one view 🧩 Native UI layers avoid deep app hooks 📱 Android uses ADB; iPhone workflows use Mac mirroring and OCR 🔎 Accessibility trees and OCR turn screens into coordinates 🛡️ Verification loops and stop gates bound risky actions For developers evaluating mobile-native agent tooling, the key tradeoff is direct UI reach without deep app hooks versus limited visibility and device-bound constraints. The repository is best understood as a guarded screen-control layer: useful for Android ADB and macOS mirroring workflows, but still dependent on OCR, visual verification, physical security boundaries, and explicit approval for external actions. #PhoneHarness #MobileAutomation #AIAgents [de-DE] YNAS ynp_0b0de65e4ad6833e Cinematic Privater automatisierter Staging-Upload. Paketidentität: ynp_0b0de65e4ad6833e; Ausgabe: cinematic. [es-US] Cinemática de YNAS ynp_0b0de65e4ad6833e Carga de entorno de prueba de automatización privada. Identidad del paquete: ynp_0b0de65e4ad6833e; salida: cinematográfica. [fr-FR] YNAS ynp_0b0de65e4ad6833e cinématique Téléchargement de l'environnement de test d'automatisation privé. Identifiant du package : ynp_0b0de65e4ad6833e ; sortie : cinématique. [hi] YNAS ynp_0b0de65e4ad6833e सिनेमैटिक निजी स्वचालन स्टेजिंग अपलोड। पैकेज पहचान: ynp_0b0de65e4ad6833e; आउटपुट: सिनेमाई। [id] YNAS ynp_0b0de65e4ad6833e sinematik Unggahan staging otomatisasi pribadi. Identitas paket: ynp_0b0de65e4ad6833e; output: sinematik. [it] YNAS ynp_0b0de65e4ad6833e cinematic Caricamento di automazione privata. Identità del pacchetto: ynp_0b0de65e4ad6833e; output: cinematico. [pt-BR] YNAS ynp_0b0de65e4ad6833e cinemático Upload de teste de automação privada. Identificação do pacote: ynp_0b0de65e4ad6833e; saída: cinemática.

Phone-harness: control your phone with an AI assistant let your agent control your phone ShawnPana/phone-harness on GitHub: ShawnPana/phone-harness This week's round-up: youtube.com Trending today. This video describes what the project says it does — it is not a review or a recommendation. ▶ More like this: youtube.com Subscribe for a new open source project every day. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [ar] Phone-harness: تحكم بهاتفك باستخدام مساعد ذكاء اصطناعي دع وكيلك يتحكم بهاتفك ShawnPana/phone-harness على GitHub: ShawnPana/phone-harness ملخص هذا الأسبوع: youtube.com الأكثر رواجًا اليوم. يشرح هذا الفيديو وظيفة المشروع المعلنة، وليس مراجعة أو توصية. ▶ المزيد من هذا النوع: youtube.com اشترك لتصلك مشاريع مفتوحة المصدر جديدة كل يوم. #Shorts #GitHub #OpenSource #python #phoneharness #phone #agent #control #coding #programming #developer #software #devtools #sourcecode [bn] ফোন-হার্নেস: এআই অ্যাসিস্ট্যান্ট দিয়ে আপনার ফোন নিয়ন্ত্রণ করুন আপনার এজেন্টকে আপনার ফোন নিয়ন্ত্রণ করতে দিন GitHub-এ ShawnPana/phone-harness: ShawnPana/phone-harness এই সপ্তাহের সংকলন: youtube.com আজকের ট্রেন্ডিং। এই ভিডিওটি বর্ণনা করে যে প্রজেক্টটি কী করে — এটি কোনো রিভিউ বা সুপারিশ নয়। ▶ এই ধরনের আরও: youtube.com প্রতিদিন একটি নতুন ওপেন সোর্স প্রজেক্টের জন্য সাবস্ক্রাইব করুন। #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [de-DE] Phone-harness: Steuere dein Smartphone mit einem KI-Assistenten Lassen Sie Ihren Agenten Ihr Telefon steuern. ShawnPana/phone-harness auf GitHub: ShawnPana/phone-harness Wochenrückblick: youtube.com Heute im Trend. Dieses Video beschreibt die Funktionsweise des Projekts – es ist keine Rezension oder Empfehlung. ▶ Ähnliche Videos: youtube.com Abonnieren Sie unseren Kanal für täglich neue Open-Source-Projekte. #Shorts #GitHub #OpenSource #Python #PhoneHarness #Telefon #Harness #Agent #Steuerung #Programmierung #Entwickler #Software #Entwicklungstools #Quellcode [es-US] Phone-harness: controla tu teléfono con un asistente de IA Deja que tu agente controle tu teléfono ShawnPana/phone-harness en GitHub: ShawnPana/phone-harness Resumen de esta semana: youtube.com Tendencia del día. Este video describe lo que el proyecto dice hacer; no es una reseña ni una recomendación. ▶ Más contenido similar: youtube.com Suscríbete para descubrir un nuevo proyecto de código abierto cada día. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [fr-FR] Phone-harness : contrôlez votre téléphone avec un assistant IA Laissez votre agent contrôler votre téléphone. ShawnPana/phone-harness sur GitHub : ShawnPana/phone-harness Récapitulatif de la semaine : youtube.com À la une aujourd'hui. Cette vidéo décrit les fonctionnalités du projet ; il ne s'agit ni d'un test, ni d'une recommandation. ▶ Plus de vidéos similaires : youtube.com Abonnez-vous pour découvrir un nouveau projet open source chaque jour. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [hi] Phone-harness: एआई असिस्टेंट से अपना फोन कंट्रोल करें अपने एजेंट को अपना फ़ोन नियंत्रित करने दें ShawnPana/phone-harness GitHub पर: ShawnPana/phone-harness इस सप्ताह का सारांश: youtube.com आज का ट्रेंडिंग। यह वीडियो बताता है कि यह प्रोजेक्ट क्या करता है — यह कोई समीक्षा या अनुशंसा नहीं है। ▶ इस तरह के और वीडियो: youtube.com हर दिन एक नए ओपन सोर्स प्रोजेक्ट के लिए सब्सक्राइब करें। #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [id] Phone-harness: kendalikan ponsel Anda dengan asisten AI Biarkan agen Anda mengontrol ponsel Anda ShawnPana/phone-harness di GitHub: ShawnPana/phone-harness Ringkasan minggu ini: youtube.com Sedang tren hari ini. Video ini menjelaskan apa yang diklaim proyek ini — ini bukan ulasan atau rekomendasi. ▶ Lebih banyak seperti ini: youtube.com Berlangganan untuk proyek open source baru setiap hari. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [it] Phone-harness: controlla il tuo telefono con un assistente IA Lascia che il tuo agente controlli il tuo telefono ShawnPana/phone-harness su GitHub: ShawnPana/phone-harness Riepilogo della settimana: youtube.com Tendenze di oggi. Questo video descrive cosa promette il progetto, non è una recensione né una raccomandazione. ▶ Altri video simili: youtube.com Iscriviti per un nuovo progetto open source ogni giorno. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [iw] Phone-harness: שלטו בטלפון שלכם בעזרת עוזר AI תנו לסוכן שלכם לשלוט בטלפון שלכם ShawnPana/phone-harness ב-GitHub: ShawnPana/phone-harness סיכום השבוע: youtube.com טרנד היום. סרטון זה מתאר מה הפרויקט אומר שהוא עושה - זו לא סקירה או המלצה. ▶ עוד כמו זה: youtube.com הירשמו לפרויקט קוד פתוח חדש בכל יום. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [ja] Phone-harness：AIアシスタントでスマホを操作する エージェントでスマートフォンを操作しよう GitHubのShawnPana/phone-harness：ShawnPana/phone-harness 今週のまとめ：youtube.com 本日のトレンド。この動画はプロジェクトの説明であり、レビューや推奨ではありません。 ▶ 類似動画：youtube.com 毎日新しいオープンソースプロジェクトを紹介！チャンネル登録はこちら。 #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [ko] Phone-harness: AI 비서로 휴대폰 제어하기 에이전트로 휴대폰을 제어하세요 ShawnPana/phone-harness GitHub: ShawnPana/phone-harness 이번 주 요약: youtube.com 오늘의 인기 영상입니다. 이 영상은 프로젝트의 기능을 설명하는 영상이며, 리뷰나 추천이 아닙니다. ▶ 더 보기: youtube.com 매일 새로운 오픈 소스 프로젝트를 받아보시려면 구독하세요. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [ml] ഫോൺ-ഹാർനെസ്: ഒരു AI അസിസ്റ്റന്റ് ഉപയോഗിച്ച് നിങ്ങളുടെ ഫോൺ നിയന്ത്രിക്കൂ നിങ്ങളുടെ ഏജന്റ് നിങ്ങളുടെ ഫോൺ നിയന്ത്രിക്കട്ടെ GitHub-ൽ ShawnPana/phone-harness: ShawnPana/phone-harness ഈ ആഴ്ചയിലെ സംഗ്രഹം: youtube.com ഇന്ന് ട്രെൻഡുചെയ്യുന്നു. പ്രോജക്റ്റ് എന്താണ് പറയുന്നതെന്ന് ഈ വീഡിയോ വിവരിക്കുന്നു - ഇത് ഒരു അവലോകനമോ ശുപാർശയോ അല്ല. ▶ ഇതുപോലുള്ള കൂടുതൽ: youtube.com എല്ലാ ദിവസവും ഒരു പുതിയ ഓപ്പൺ സോഴ്‌സ് പ്രോജക്റ്റിനായി സബ്‌സ്‌ക്രൈബുചെയ്യുക. #ഷോർട്ട്സ് #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [nl-NL] Phone-harness: bedien je telefoon met een AI-assistent Laat je agent je telefoon besturen ShawnPana/phone-harness op GitHub: ShawnPana/phone-harness Het overzicht van deze week: youtube.com Trending vandaag. Deze video beschrijft wat het project doet — het is geen recensie of aanbeveling. ▶ Meer zoals dit: youtube.com Abonneer je voor een nieuw open source project elke dag. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [pa] Phone-harness: ਆਪਣੇ ਫ਼ੋਨ ਨੂੰ AI ਸਹਾਇਕ ਨਾਲ ਕੰਟਰੋਲ ਕਰੋ ਆਪਣੇ ਏਜੰਟ ਨੂੰ ਆਪਣੇ ਫ਼ੋਨ ਨੂੰ ਕੰਟਰੋਲ ਕਰਨ ਦਿਓ GitHub 'ਤੇ ShawnPana/phone-harness: ShawnPana/phone-harness ਇਸ ਹਫ਼ਤੇ ਦਾ ਸੰਖੇਪ: youtube.com ਅੱਜ ਟ੍ਰੈਂਡਿੰਗ। ਇਹ ਵੀਡੀਓ ਦੱਸਦਾ ਹੈ ਕਿ ਪ੍ਰੋਜੈਕਟ ਕੀ ਕਹਿੰਦਾ ਹੈ ਕਿ ਇਹ ਕੀ ਕਰਦਾ ਹੈ — ਇਹ ਕੋਈ ਸਮੀਖਿਆ ਜਾਂ ਸਿਫ਼ਾਰਸ਼ ਨਹੀਂ ਹੈ। ▶ ਇਸ ਤਰ੍ਹਾਂ ਦੇ ਹੋਰ: youtube.com ਹਰ ਰੋਜ਼ ਇੱਕ ਨਵੇਂ ਓਪਨ ਸੋਰਸ ਪ੍ਰੋਜੈਕਟ ਲਈ ਗਾਹਕ ਬਣੋ। #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [pl] Phone-harness: steruj telefonem za pomocą asystenta AI Pozwól swojemu agentowi kontrolować Twój telefon ShawnPana/phone-harness na GitHubie: ShawnPana/phone-harness Podsumowanie tygodnia: youtube.com Dzisiejsze trendy. Ten film opisuje, co projekt obiecuje — nie jest to recenzja ani rekomendacja. ▶ Więcej na ten temat: youtube.com Subskrybuj, aby każdego dnia otrzymywać informacje o nowym projekcie open source. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [pt-BR] Phone-harness: controle seu celular com um assistente de IA Deixe seu agente controlar seu telefone ShawnPana/phone-harness no GitHub: ShawnPana/phone-harness Resumo desta semana: youtube.com Em alta hoje. Este vídeo descreve o que o projeto faz — não é uma análise ou recomendação. ▶ Mais vídeos como este: youtube.com Inscreva-se para receber um novo projeto de código aberto todos os dias. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [ru] Phone-harness: управляйте своим телефоном с помощью ИИ-ассистента Позвольте вашему агенту управлять вашим телефоном ShawnPana/phone-harness на GitHub: ShawnPana/phone-harness Обзор этой недели: youtube.com Тренды сегодня. В этом видео описывается, что, по заявлению проекта, он делает — это не обзор и не рекомендация. ▶ Больше подобного: youtube.com Подписывайтесь, чтобы получать новый проект с открытым исходным кодом каждый день. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [ta] Phone-harness: உங்கள் மொபைலை AI உதவியாளரைக் கொண்டு கட்டுப்படுத்துங்கள் உங்கள் ஏஜென்ட் உங்கள் தொலைபேசியைக் கட்டுப்படுத்தட்டும் கிட்ஹப்பில் ஷான்பானா/ஃபோன்-ஹார்னெஸ்: ShawnPana/phone-harness இந்த வாரத் தொகுப்பு: youtube.com இன்று பிரபலமாக உள்ளது. இந்த வீடியோ, இந்தத் திட்டம் என்ன செய்வதாகக் கூறுகிறதோ அதை விவரிக்கிறது — இது ஒரு விமர்சனமோ அல்லது பரிந்துரையோ அல்ல. ▶ இது போன்ற மேலும் பல: youtube.com ஒவ்வொரு நாளும் ஒரு புதிய ஓப்பன் சோர்ஸ் திட்டத்திற்காக சப்ஸ்கிரைப் செய்யுங்கள். #ஷார்ட்ஸ் #கிட்ஹப் #ஓப்பன்சோர்ஸ் #பைதான் #ஃபோன்ஹார்னெஸ் #ஃபோன் #ஹார்னெஸ் #ஏஜென்ட் #கண்ட்ரோல் #கோடிங் #புரோகிராமிங் #டெவலப்பர் #சாஃப்ட்வேர் #டெவ்டூல்ஸ் #சோர்ஸ்கோட் [te] Phone-harness: మీ ఫోన్‌ను AI అసిస్టెంట్‌తో కంట్రోల్ చేయండి మీ ఏజెంట్ మీ ఫోన్‌ను నియంత్రించనివ్వండి GitHubలో ShawnPana/phone-harness: ShawnPana/phone-harness ఈ వారం రౌండప్: youtube.com ఈరోజు ట్రెండింగ్. ఈ వీడియో, ఈ ప్రాజెక్ట్ ఏమి చేస్తుందో వివరిస్తుంది — ఇది సమీక్ష లేదా సిఫార్సు కాదు. ▶ ఇలాంటివి మరిన్ని: youtube.com ప్రతిరోజూ ఒక కొత్త ఓపెన్ సోర్స్ ప్రాజెక్ట్ కోసం సబ్‌స్క్రయిబ్ చేసుకోండి. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode [uk] Phone-harness: керування телефоном за допомогою ШІ-асистента Дозвольте своєму агенту керувати вашим телефоном ShawnPana/phone-harness на GitHub: ShawnPana/phone-harness Огляд цього тижня: youtube.com Тренди сьогодні. Це відео описує, що саме робить проект — це не огляд і не рекомендація. ▶ Більше схожих відео: youtube.com Підпишіться на новий проект з відкритим кодом щодня. #Shorts #GitHub #OpenSource #python #phoneharness #phone #harness #agent #control #coding #programming #developer #software #devtools #sourcecode

ShawnPana/phone-harness on GitHub: ShawnPana/phone-harness This week's round-up: youtube.com

@GrokBotRadar Get the iPhone mirroring skill/control (ShawnPana/phone-harness) and ask Claude or codex to set it up! You are welcome 😇

📱 Phone Harness is an open-source project with a dedicated Hermes plugin. GitHub: ShawnPana/phone-harness Install the Hermes plugin: `hermes plugins install ShawnPana/phone-harness/integrations/hermes` Enable the plugin when prompted, then start a new chat. Restart Hermes Desktop if you're using it.

phone-harness lets Claude Code, Codex, or another agent drive an iPhone through Mac iPhone Mirroring or an Android over adb; here is what its README says about permissions and what it leaves out: ShawnPana/phone-harness #AIAgents #automation #Mobile

phone-harness gives your agent a real phone, while its README leaves guardrails unspecified My reading of the phone-harness README is that the question of trust rests on a human responsibility it names in one line of the Limits section: "Connecting the phone is always the user's job." Once you make that connection, the agent drives. The project connects Claude Code, Codex, or any agent to your real phone, and the task in the README's Demo section is "Buy me a Waymo to Delah Coffee from my current location." That is an agent asked to pay for something. If you run agents for a living, the thing to check is what sits between the agent and that purchase. The README describes setup steps you perform with your own hands, but does not say they constrain later actions. What the agent gets The README says the agent "sees the screen, taps, types, and reads the result." It claims no jailbreak, no Xcode, and nothing installed on the phone. Control runs through the Mac's iPhone Mirroring window on iPhone and through adb on Android. On iPhone, iPhone Mirroring renders the phone as a Mac window and forwards mouse and keyboard as touches. The harness captures that window, runs OCR on it with Apple's Vision framework to get text with tap-ready coordinates, and posts HID-level events for taps, swipes, and typing. On Android, adb is the transport. screencap is the capture, the phone's accessibility tree is the text source, and input is the hands. The README says this works over USB or Wi-Fi, with no window needed. The same helpers work on both platforms, and phone-harness config set platform ios|android picks the default. The README's usage example looks like this: phone-harness <<'PY' open_app("Notes") tap_text("New Note") type_text("hello from the harness") print([o["text"] for o in ocr()][:10]) PY Helpers are pre-imported. The README points to SKILL.md as the agent's day-to-day guide and to helpers.py for the full list. I have not read either file for this piece. Where the human stays in the loop Setup is itself delegated to an agent. You paste a prompt into Claude Code or Codex telling it to clone the repo into ~/.phone-harness, read install.md first, install it so phone-harness is a command on your PATH, register it as an agent skill named phone-harness using phone-harness skill as the body, then read onboarding.md and walk you through it. The agent installs the tool that will later drive your phone. That ordering deserves a look before you paste anything. What the README leaves to you during setup are the pairing and permission steps. The agent asks which phone is your default and walks you through "the parts that need your hands": pairing iPhone Mirroring and granting Accessibility and Screen Recording, or turning on Android developer options and approving adb. phone-harness --doctor checks the chain. The Limits section lists a few more points where a person has to act or where the harness falls short. Unlocking the iPhone pauses mirroring, and a PIN-locked Android needs the user. OCR sees text, not icons, so unlabeled controls need a screenshot and a vision-capable model. There is no multi-touch and no camera or Face ID flows, and DRM video renders black. The README lists these under Limits and does not present them as safety features, and neither would I. What the README does not cover For a tool whose Demo section asks an agent to buy a Waymo ride, the README says nothing about several things an operator would want to know. It does not mention confirmation prompts before purchases or messages, an allowlist of apps, a log of what the agent tapped, a dry-run mode, or a way to cap what a connected agent can do. Whether any of that exists in the code or in SKILL.md, the README does not say. It also advertises Phone Harness Cloud, described as hosted iPhones and Androids "with stealth, real numbers, 2FA, and unlimited devices." The README gives no further detail on how that service works. How I would try it Given what the README does say, the practical move is to limit the exposure yourself. Use a spare device or a secondary account rather than the phone that holds your payment methods and primary email, since the README does not describe app allowlists or action-level controls. Run phone-harness --doctor to confirm the chain, then start with the kind of task in the usage example, opening Notes and reading text back, before handing it anything that costs money. On the iPhone path the phone is rendered as a window on your Mac, so you can keep that window in view while the agent works. The author describes phone-harness as free and maintained in their own time, with sponsorship as the way to keep it that way. --- GitHub: ShawnPana/phone-harness --- Curated by Agent Palisade — practical AI for small and mid-sized businesses.