graphify

Forget the usual Claude tips. What are the strange things you do that actually help? I feel like everyone whos used claude for a while ends up developing their own weirdly specific workflows and habits. And i think they probably sound ridiculous to other people, but we keep using them and they keep working I'm very curious what some of these are for other people, especially the less obvious ones I feel I do all the normal stuff like starting fresh chats for unrelated tasks, keeping my claude.md and documentation short, and a couple other little things. But i think i have a couple that are a little strange but make a big difference to me 1. I almost never use skills or typical plugins I find that their descriptions can add unnecessary context, and sometimes Claude ends up calling them when it really shouldn't. I find with the models these days and using voice transcription I dont need skills to enforce things, or give extra guidance, the models just know. I tend to keep things in a skills folder somewhat but just local to that project, and only for very specific things 2. Claude memory is OFF Not sure if this one is more common, but I find claude always makes insanely bad memories about finishing tasks/passes, documents terrible out of date old assumptions, states parts of the code as "working dont check" or other horrible things that make future agents more and more stupid and lazy. Claude would just be so unpredictable and behave very differently between projects, and turning it off made things way better 3. Token saving tools I love maxing out my efficiency and just optimizing for random numbers (just a personal thing i think). But it has gotten me into using a bunch of different tools to reduce my token usage per task, and basicaly make my usage last way longer. Opus 5.5 has been great for usage, but the difference between when I stop using them to when I am is kind of wild. Also another byproduct of reducing token usage is my agents also work like way faster, which is quite convenient since on higher tier plans the time to complete tasks feels like more of a bottleneck than the usage since I have started using these tools. I have been using Graphify ( Graphify-Labs/graphify ) and StateSync ( statesync.net ) quite extensively the last while and have been trying out Ponytail ( dietrichgebert/ponytail ) I have really enjoyed graphify and statesync since they dont seem to change how they AI feels to work with at all or how good of a job it does, and they just make it so much cheaper and faster. Ponytail is seeming to make a difference, at least with the number of random tests, but it changes how the AI responds and interprets my instructions, and I haven't worked out if it is worth the tradeoff yet. 4. Prompt writing I feel like this is somewhat of a 'dying art' if you could call it that. I think with voice transcription being able to just give bucketloads of detail, when paired with the insane understanding of claude these days removes the need for well crafted prompts alot of the time. Although, when i do have something important, or a new feature set I want to work on, I often open up a ChatGPT chat on the web, give it my prompt writing skill, and then just transcribe a crazy monologue, then answer a couple questions, and come out with a really good prompt that I touch up before sending off. The reason I think this is valuable still is because for larger work it is hard to think of everything up front, and to change things later is relatively expensive in terms of tokens compared to building it in first time. And having those questions helps me think of more detail than i would normaly, and forces me to question what I am asking for and if it is actualy the best way. Anyway, those are mine. I'm curious what other people are doing

Forget the usual Claude tips. What are the strange things you do that actually help? I feel like everyone whos used claude for a while ends up developing their own weirdly specific workflows and habits. And i think they probably sound ridiculous to other people, but we keep using them and they keep working I'm very curious what some of these are for other people, especially the less obvious ones I feel I do all the normal stuff like starting fresh chats for unrelated tasks, keeping my claude.md and documentation short, and a couple other little things. But i think i have a couple that are a little strange but make a big difference to me 1. I almost never use skills or typical plugins I find that their descriptions can add unnecessary context, and sometimes Claude ends up calling them when it really shouldn't. I find with the models these days and using voice transcription I dont need skills to enforce things, or give extra guidance, the models just know. I tend to keep things in a skills folder somewhat but just local to that project, and only for very specific things 2. Claude memory is OFF Not sure if this one is more common, but I find claude always makes insanely bad memories about finishing tasks/passes, documents terrible out of date old assumptions, states parts of the code as "working dont check" or other horrible things that make future agents more and more stupid and lazy. Claude would just be so unpredictable and behave very differently between projects, and turning it off made things way better 3. Token saving tools I love maxing out my efficiency and just optimizing for random numbers (just a personal thing i think). But it has gotten me into using a bunch of different tools to reduce my token usage per task, and basicaly make my usage last way longer. Opus 5.5 has been great for usage, but the difference between when I stop using them to when I am is kind of wild. Also another byproduct of reducing token usage is my agents also work like way faster, which is quite convenient since on higher tier plans the time to complete tasks feels like more of a bottleneck than the usage since I have started using these tools. I have been using Graphify ( Graphify-Labs/graphify ) and StateSync ( statesync.net ) quite extensively the last while and have been trying out Ponytail ( dietrichgebert/ponytail ) I have really enjoyed graphify and statesync since they dont seem to change how they AI feels to work with at all or how good of a job it does, and they just make it so much cheaper and faster. Ponytail is seeming to make a difference, at least with the number of random tests, but it changes how the AI responds and interprets my instructions, and I haven't worked out if it is worth the tradeoff yet. 4. Prompt writing I feel like this is somewhat of a 'dying art' if you could call it that. I think with voice transcription being able to just give bucketloads of detail, when paired with the insane understanding of claude these days removes the need for well crafted prompts alot of the time. Although, when i do have something important, or a new feature set I want to work on, I often open up a ChatGPT chat on the web, give it my prompt writing skill, and then just transcribe a crazy monologue, then answer a couple questions, and come out with a really good prompt that I touch up before sending off. The reason I think this is valuable still is because for larger work it is hard to think of everything up front, and to change things later is relatively expensive in terms of tokens compared to building it in first time. And having those questions helps me think of more detail than i would normaly, and forces me to question what I am asking for and if it is actualy the best way. Anyway, those are mine. I'm curious what other people are doing

7- Graphify: Yapay zeka kodlama asistanınızı yazın, tüm projenizi (kod, dokümantura, PDF, görseller, videolar) dosyalar arasında gezinmek yerine sorgulayabileceğiniz bir bilgi grafiğine eşler. Graphify-Labs/graphify

이번 주 개발자라면 봐야 할 오픈소스 Top 10 +@ 총정리 · GitHub 트렌딩 (10월 4주) 이번 주(10/21~10/28) GitHub 트렌딩 주간 순위 Top 10과 순위 밖 3개(이번 주 페이지에 올라온 13개 전부)를 정리했어요. 레포마다 무엇을 하는지, 최근 바뀐 것, 초보자·개발자별로 어떻게 써 보면 좋은지까지 담았어요. 순위는 GitHub Trending(weekly) 페이지 순서 그대로예요(2026-10-28 06:00 KST 수집). 별 수는 수집 시점 값이에요. ▶ 챕터 0:00 오프닝 0:21 10위 android/skills 0:59 9위 Orca 1:36 8위 OpenCode 2:18 7위 ruflo 3:00 6위 graphify 3:38 5위 TradingAgents 4:24 4위 andrej-karpathy-skills 5:01 3위 claude-seo 5:43 2위 knowledge-work-plugins 6:25 번외 ① ai-memory 7:03 번외 ② T3 Code 7:33 번외 ③ FastAPI 8:11 1위 security-audit-skill 9:16 이번 주 확인할 것 ▶ Top 10 10위 android/skills — Google Android 팀 공식 에이전트 스킬. 일주일 새 30개에서 36개(v1.0.16~1.0.18): ANR 점검·수정, 온디바이스 LLM(LiteRT-LM), ML Kit 에이전트 API, Compose Ink, Glance 위젯 메모리 등 9위 stablyai/orca — 여러 코딩 에이전트를 git worktree별로 동시에 돌리는 데스크톱 앱(내 구독 사용). 9/30 이후 채팅 화면(실험)·권한 모드(Manual/Auto/Yolo)·앱 안 브라우저 클릭 표시·휴대폰 앱 개선, 10/21 별 10만. v1.4.221(10/5) Copilot 설정 파일 권한 보안 수정 8위 anomalyco/opencode — 모델 회사에 묶이지 않는 오픈소스 코딩 에이전트(75+ 공급자·로컬 모델). v2.2.0: 데스크톱 앱 개편, 데스크톱 플러그인(실험). ⚠ Console 보안 사고(10/17): Console에 외부 키를 저장했다면 공급자 쪽에서 폐기·재발급(OpenCode 발표 기준 Console 사용자의 1.4%) 7위 ruvnet/ruflo — Claude Code·Codex 위 다중 에이전트 도구(옛 claude-flow). 이번 주 릴리스 28번. ⚠ 3.63.3(10/26) 이전에는 클론한 저장소의 설정 파일로 AI 워커가 켜질 수 있었음 → 3.63.3 이상으로. Anthropic Managed Agents 도구 4개(직접 켜야 함, 예산 상한 필수, 실서비스 미검증) 6위 Graphify-Labs/graphify — /graphify로 코드·문서·SQL·PDF를 지식 그래프로. 코드는 로컬 tree-sitter 분석(모델 없음), 문서·이미지는 쓰는 모델 사용. 0.9.97: 그래프 설명 속 비밀값 가림 강화. ⚠ PyPI 이름은 graphifyy(y 두 개) 5위 TauricResearch/TradingAgents — 증권사 조직을 본뜬 멀티 에이전트 매매 연구 프레임워크(투자 조언 아님). 9/16 이후 백테스트·분석가 병렬·한국 등 벤치마크·역할별 모델 공급자·ChatGPT 구독 실행. v0.7.1: 0 없는 날짜가 이후 공시를 읽던 버그 수정 → 예전 백테스트는 다시 돌려 보기 4위 multica-ai/andrej-karpathy-skills — Karpathy의 글을 바탕으로 다른 개발자가 만든 CLAUDE.md 하나(원칙 4개). 마지막 커밋 4/20, LICENSE 파일 없음 3위 AgriciDaniel/claude-seo — Claude Code용 SEO 점검 플러그인(스킬 26·서브에이전트 19). v2.5.0: 자체 보안 감사 반영, 서버 CVE 노출 점검(응답만 읽음), Python 3.11 이상. 일부 확장은 유료 외부 서비스 2위 anthropics/knowledge-work-plugins — Anthropic 직무별 플러그인(Cowork용, Claude Code에서도). 저장소 안 22개·목록 123개. sales 2.1.0: 문장마다 출처와 원본 링크 ▶ 번외(순위 밖, 이번 주 페이지 11~13위) akitaonrails/ai-memory — 여러 코딩 에이전트가 같이 쓰는 장기 기억 서버. 3.2.0: 띄어쓰기 없는 한글 부분 검색, 끊긴 세션 알림. 프롬프트·도구 기록을 서버에 저장 pingdotgg/t3code — 내 PC의 Codex·Claude Code·Cursor·OpenCode 등을 웹·휴대폰에서 조작(내 구독 사용). 이번 주 v0.1.1~0.1.3, 한 번만 써 보려면 npx t3@latest fastapi/fastapi — ⚠ 0.160.0: 파라미터 모델 extra 설정이 같은 위치 다른 필드에도 적용 / 0.162.0: 폼에서 빠진 bool을 False로 치지 않음 → 체크박스는 기본값 False 선언 후 테스트 ▶ 1위 cloudflare/security-audit-skill — 코딩 에이전트에게 6단계 보안 감사를 시키는 스킬(MIT). 블로그의 후보 20,799 → 조치 7,245는 Cloudflare 사내 시스템 수치(이 스킬 성능 아님). 코드는 9/14 이후 변경 없음, 별은 9/23 약 2만 → 10/28 약 5만, 10/21~24 일간 트렌딩 전체 1위. ⚠ 실행 검증엔 외부 네트워크를 막은 샌드박스 필요, 한 번 실행은 여러 번 돌린 결과의 절반쯤(README), 소스는 쓰는 모델 회사로 전송 ▶ 끄는 방법·설치 - Android CLI 사용 통계: 명령마다 --no-metrics - Orca 익명 사용 데이터: onorca.dev - TradingAgents 업데이트 확인: TRADINGAGENTS_NO_UPDATE_CHECK=1 - graphify: uv tool install graphifyy → graphify install - security-audit-skill: npx skills add cloudflare/security-audit-skill --skill security-audit ▶ 관련 영상 - 지난주 트렌딩 롱폼(10월 3주): youtu.be - OpenCode 무료 모델 직접 실측: youtu.be ▶ 링크 cloudflare/security-audit-skill anthropics/knowledge-work-plugins AgriciDaniel/claude-seo multica-ai/andrej-karpathy-skills TauricResearch/TradingAgents Graphify-Labs/graphify ruvnet/ruflo anomalyco/opencode stablyai/orca android/skills akitaonrails/ai-memory pingdotgg/t3code fastapi/fastapi ※ 내레이션은 AI 보이스(ElevenLabs)예요. 실화면이 없는 부분은 공식 문서에 적힌 동작을 그린 원리 모션이고, '이렇게 써 보세요' 카드는 문서에 있는 기능 범위의 활용 예예요. #GitHub트렌딩 #오픈소스 #개발자 #코딩에이전트 #SoloStack [en] This Week's Must-See Open Source: GitHub Trending Top 10 + Extras (Oct, Week 4) A full walkthrough of this week's GitHub Trending (weekly) Top 10 in page order (collected 2026-10-28 06:00 KST), plus the three repos ranked 11-13 — what each does, what changed recently, and how beginners and working developers can put it to use. 10 android/skills · 9 Orca · 8 OpenCode · 7 ruflo · 6 graphify · 5 TradingAgents · 4 andrej-karpathy-skills · 3 claude-seo · 2 knowledge-work-plugins · 1 Cloudflare security-audit-skill Extras: ai-memory, T3 Code, FastAPI (0.160/0.162 change parameter-model extras and omitted bool form fields). Check this week: upgrade ruflo to 3.63.3+, revoke and reissue provider keys stored in OpenCode Console, test FastAPI form handling before upgrading. Narration is an AI voice (ElevenLabs).

[개발자들의 PICK] 이번 주 깃허브 트렌딩 결산, 인기 오픈소스 TOP 10 이번 주 깃허브에서 가장 많은 별을 받은 오픈 소스 TOP 10을 10위부터 소개합니다. 소개한 저장소 링크는 고정 댓글에 있습니다. 00:00 이번 주 TOP 10 00:05 10위 안드로이드 스킬 00:51 9위 오르카 01:38 8위 오픈코드 02:15 7위 루플로 02:47 6위 그래피파이 03:32 5위 트레이딩 에이전츠 04:17 4위 카파시 스킬 04:56 3위 클로드 SEO 05:35 2위 지식 노동 플러그인 06:14 1위 클라우드플레어 시큐리티 오딧 스킬 06:55 마무리 📌 이번 주! 깃허브 트렌딩 TOP 10 저장소 10위 안드로이드 스킬 — android/skills 9위 오르카 — stablyai/orca 8위 오픈코드 — anomalyco/opencode 7위 루플로 — ruvnet/ruflo 6위 그래피파이 — Graphify-Labs/graphify 5위 트레이딩 에이전츠 — TauricResearch/TradingAgents 4위 카파시 스킬 — multica-ai/andrej-karpathy-skills 3위 클로드 SEO — AgriciDaniel/claude-seo 2위 지식 노동 플러그인 — anthropics/knowledge-work-plugins 1위 클라우드플레어 시큐리티 오딧 스킬 — cloudflare/security-audit-skill [en-US] [Developer's PICK] This Week's GitHub Trending Roundup, Top 10 Popular Open Source Projects Here are the Top 10 Open Sources with the Most Stars on GitHub this week, starting from 10th place. Links to the featured repositories are in the pinned comment. 00:00 This Week's Top 10 00:05 10th Android Skills 00:51 9th Orca 01:38 8th OpenCode 02:15 7th Luplo 02:47 6th Graphify 03:32 5th Trading Agents 04:17 4th Kapasi Skills 04:56 3rd Claude SEO 05:35 2nd Knowledge Work Plugin 06:14 1st Cloudflare Security Audit Skills 06:55 Wrap-up 📌 This Week! GitHub Trending Top 10 Repositories 10th Android Skills — android/skills 9th Orca — stablyai/orca 8th Open Code — anomalyco/opencode 7th Ruflo — ruvnet/ruflo 6th Graphify — Graphify-Labs/graphify 5th Trading Agents — TauricResearch/TradingAgents 4th Karpathy Skills — multica-ai/andrej-karpathy-skills 3rd Claude SEO — AgriciDaniel/claude-seo 2nd Knowledge Work Plugins — anthropics/knowledge-work-plugins 1st Cloudflare Security Audit Skills — cloudflare/security-audit-skill [id] [Pilihan Pengembang] Rekap Trending GitHub Minggu Ini, 10 Open Source Terpopuler Berikut adalah 10 Open Source Teratas dengan Bintang Terbanyak di GitHub minggu ini, dimulai dari peringkat ke-10. Tautan ke repositori unggulan ada di komentar yang disematkan. 00:00 10 Teratas Minggu Ini 00:05 Peringkat ke-10 Android Skills 00:51 Peringkat ke-9 Orca 01:38 Peringkat ke-8 OpenCode 02:15 Peringkat ke-7 Luplo 02:47 Peringkat ke-6 Graphify 03:32 Peringkat ke-5 Trading Agents 04:17 Peringkat ke-4 Kapasi Skills 04:56 Peringkat ke-3 Claude SEO 05:35 Peringkat ke-2 Knowledge Work Plugin 06:14 Peringkat ke-1 Cloudflare Security Audit Skills 06:55 Ringkasan 📌 Minggu Ini! 10 Repositori Terpopuler di GitHub 10 Android Skills — android/skills 9 Orca — stablyai/orca 8 Open Code — anomalyco/opencode 7 Ruflo — ruvnet/ruflo 6 Graphify — Graphify-Labs/graphify 5 Trading Agents — TauricResearch/TradingAgents 4 Karpathy Skills — multica-ai/andrej-karpathy-skills 3 Claude SEO — AgriciDaniel/claude-seo 2 Knowledge Work Plugins — anthropics/knowledge-work-plugins 1 Cloudflare Security Audit Skills — cloudflare/security-audit-skill

This is how I'm preparing for Fable 5.5. I'm curious as to how others are doing as well Opus 5.5 is so good that I have seen that alot of people have said they are stopping caring about future releases. I get where they’re coming from, but I’m still preparing for Fable 5.5, and here’s why. Fable 5 was, I’m sure for most of us, one of the most insane moments in AI coding. It was the first time you could describe something in rough detail, get asked 1 or 2 questions, and end up with a 90% built result, almost exactly what you wanted. Now with Opus 5.5, if it doesn’t get something right first try, my honest first thought for most tasks is “damn, I must have given a really really bad instruction”. It’s wild to be at this point in history. But Fable 5.1 still beats Opus 5.5 for me on the more research focused work. When I’m building something that hasn’t been done much before, or taking 50 research papers and turning them into a working system, Fable 5.1 gets through things Opus still gets stuck on. That’s why I’m excited for Fable 5.5. I expect it to widen that gap even more on the harder, more novel implementations that i actually find more enjoyable. How I am preparing: 1. Tracking where Opus gets stuck The last few weeks I have been taking note of tasks Opus is getting stuck on, and also new research papers in my field that I want to take further and have ideas on, but not the pathway to implement them yet. These will be my sort of "benchmark" for Fable 5.5 when it first drops 2. Getting my costs and workflow sorted before I need it Fable is VERY expensive compared to opus. So I have been working on developing efficiency habits and trying out various tools to save costs and get my workflow going before I actually need it. And even with Opus I've seen a massive increase in my avaliable usage and what I'm able to get done. Most notable things include: - starting new sessions for any off topic work - setting auto compact to 400k - trying out tools like graphify, and StateSync for better efficiency Honestly I almost skipped the tools because of the setup, but other than starting new sessions I think they have made the biggest difference in efficiency gains for me since they also make the coding agents finish their work so much faster. Graphify was definetly more setup for me, but StateSync sort of just worked, and I didnt have to change too much of my workflow around it, so wasnt as bad as I thought initialy. 3. Cleaning up my codebase Getting Opus 5.5 to work with Sonnet 5.5 sub agents to clean up my code base and prune out old unrelated code and archive it, as well as just rewriting long files, splitting up modules, and applying some better coding standards with tests, interfaces between modules and the rest. The better the structure of the code, the easier it is for Fable and other models to see where things are wrong, and also the cheaper it is for them to navigate and make changes. Since I have been working on some of my projects for many months (including with opensource models) the structure of my code base was rather horrific, so this has been making a big difference when using Opus already. Anyway, that’s how I’m getting ready. Opus 5.5 is great, but I’m pretty sure the next jump is going to be felt most on the really hard stuff, and I’d rather be set up for it. Would love to hear what everyone else is doing, or what tasks are still tripping up your setups If anyone is interested in what my current setup is: StateSync: statesync.net Graphify: Graphify-Labs/graphify Ponytail: DietrichGebert/ponytail I also use a couple of Matt Pocock skills: mattpocock/skills

This Free GitHub Repo Gives Claude a Map of Your Project Graphify is a free GitHub repo with over 130,000 stars that turns your whole project (code, docs, PDFs) into a map Claude can understand, so it works from the map instead of rereading every file. You can open the map in your browser and click around it. Get it free here: Graphify-Labs/graphify Follow for more AI tips. #claude #github #claudecode #aitools #opensource #shorts [ar] مستودع GitHub مجاني يمنح Claude خريطة لمشروعك Graphify هو مستودع مجاني على GitHub، حائز على أكثر من 130,000 نجمة، يحوّل مشروعك بالكامل (البرمجيات، المستندات، ملفات PDF) إلى خريطة يفهمها Claude، مما يُمكّنه من العمل مباشرةً من الخريطة بدلاً من إعادة قراءة كل ملف. يمكنك فتح الخريطة في متصفحك والتنقل فيها. حمّله مجاناً من هنا: Graphify-Labs/graphify تابعنا للمزيد من نصائح الذكاء الاصطناعي. #claude #github #claudecode #aitools #opensource #shorts [bn] এই ফ্রি গিটহাব রিপোটি ক্লডকে আপনার প্রজেক্টের একটি ম্যাপ দেয় Graphify হলো একটি ফ্রি GitHub রিপো, যার ১,৩০,০০০-এরও বেশি স্টার রয়েছে। এটি আপনার পুরো প্রোজেক্টকে (কোড, ডক্স, পিডিএফ) এমন একটি ম্যাপে পরিণত করে যা Claude বুঝতে পারে, ফলে এটি প্রতিটি ফাইল পুনরায় পড়ার পরিবর্তে ম্যাপ থেকেই কাজ করে। আপনি আপনার ব্রাউজারে ম্যাপটি খুলতে এবং এর চারপাশে ক্লিক করতে পারেন। এটি এখানে বিনামূল্যে পান: Graphify-Labs/graphify আরও AI টিপসের জন্য ফলো করুন। #claude #github #claudecode #aitools #opensource #shorts [de-DE] Dieses kostenlose GitHub-Repo gibt Claude eine Karte deines Projekts Graphify ist ein kostenloses GitHub-Repository mit über 130.000 Sternen, das Ihr gesamtes Projekt (Code, Dokumente, PDFs) in eine Karte verwandelt, die Claude versteht. So kann er direkt mit dieser Karte arbeiten, anstatt jede Datei neu einzulesen. Sie können die Karte in Ihrem Browser öffnen und sich darin bewegen. Hier kostenlos herunterladen: Graphify-Labs/graphify Folgen Sie uns für weitere KI-Tipps. #claude #github #claudecode #aitools #opensource #shorts [es-US] Este repositorio gratuito de GitHub le da a Claude un mapa de tu proyecto Graphify es un repositorio gratuito de GitHub con más de 130 000 estrellas que convierte todo tu proyecto (código, documentación, PDF) en un mapa que Claude puede interpretar, para que trabaje directamente desde el mapa en lugar de releer cada archivo. Puedes abrir el mapa en tu navegador y explorarlo. Descárgalo gratis aquí: Graphify-Labs/graphify Síguenos para más consejos sobre IA. #claude #github #claudecode #aitools #opensource #shorts [fr-FR] Ce dépôt GitHub gratuit offre à Claude une carte de votre projet Graphify est un dépôt GitHub gratuit, plébiscité par plus de 130 000 utilisateurs, qui transforme l'intégralité de votre projet (code, documentation, PDF) en une carte interactive compréhensible par Claude. Ainsi, Claude peut travailler directement à partir de cette carte, sans avoir à relire chaque fichier. Vous pouvez ensuite l'ouvrir dans votre navigateur et interagir avec elle. Téléchargez-le gratuitement ici : Graphify-Labs/graphify Suivez-nous pour plus d'astuces sur l'IA. #claude #github #claudecode #aitools #opensource #shorts [hi] यह फ्री GitHub रेपो Claude को आपके प्रोजेक्ट का मैप देता है Graphify एक मुफ़्त GitHub रिपॉज़िटरी है जिसे 130,000 से ज़्यादा स्टार मिले हैं। यह आपके पूरे प्रोजेक्ट (कोड, दस्तावेज़, PDF) को एक ऐसे मैप में बदल देता है जिसे Claude समझ सकता है, जिससे यह हर फ़ाइल को दोबारा पढ़ने के बजाय मैप से ही काम करता है। आप मैप को अपने ब्राउज़र में खोलकर उस पर क्लिक कर सकते हैं। इसे यहाँ से मुफ़्त में प्राप्त करें: Graphify-Labs/graphify अधिक AI टिप्स के लिए फ़ॉलो करें। #claude #github #claudecode #aitools #opensource #shorts [id] Repo GitHub Gratis Ini Memberikan Peta Proyek Anda kepada Claude Graphify adalah repositori GitHub gratis dengan lebih dari 130.000 bintang yang mengubah seluruh proyek Anda (kode, dokumen, PDF) menjadi peta yang dapat dipahami Claude, sehingga ia bekerja dari peta tersebut alih-alih membaca ulang setiap file. Anda dapat membuka peta di browser Anda dan mengklik di sekitarnya. Dapatkan secara gratis di sini: Graphify-Labs/graphify Ikuti untuk tips AI lainnya. #claude #github #claudecode #aitools #opensource #shorts [it] Questo repository GitHub gratuito fornisce a Claude una mappa del tuo progetto Graphify è un repository GitHub gratuito con oltre 130.000 stelle che trasforma l'intero progetto (codice, documentazione, PDF) in una mappa comprensibile per Claude, permettendogli di lavorare direttamente dalla mappa anziché dover rileggere ogni singolo file. È possibile aprire la mappa nel browser e interagire con essa cliccandoci sopra. Scaricalo gratuitamente qui: Graphify-Labs/graphify Seguici per altri consigli sull'IA. #claude #github #claudecode #aitools #opensource #shorts [iw] המאגר החינמי הזה ב-GitHub נותן ל-Claude מפה של הפרויקט שלכם Graphify הוא מאגר חינמי של GitHub עם מעל 130,000 כוכבים שהופך את כל הפרויקט שלכם (קוד, מסמכים, קבצי PDF) למפה שקלוד יכול להבין, כך שהוא עובד מהמפה במקום לקרוא מחדש כל קובץ. אתם יכולים לפתוח את המפה בדפדפן שלכם וללחוץ סביבה. הורידו אותה בחינם כאן: Graphify-Labs/graphify עקבו אחר טיפים נוספים בנושא בינה מלאכותית. #claude #github #claudecode #aitools #opensource #shorts [ja] Claudeがプロジェクトを理解できる地図に！無料で使えるGitHubリポジトリ Graphifyは、13万以上のスターを獲得している無料のGitHubリポジトリです。プロジェクト全体（コード、ドキュメント、PDFなど）をClaudeが理解できるマップに変換し、個々のファイルを読み込む代わりにマップ上で処理を実行します。マップはブラウザで開いて、クリック操作で自由に操作できます。 こちらから無料で入手できます：Graphify-Labs/graphify AIに関するその他のヒントについては、フォローしてください。 #claude #github #claudecode #aitools #opensource #shorts [ko] Claude에게 프로젝트 지도를 만들어주는 무료 GitHub 저장소 Graphify는 13만 개 이상의 별을 받은 무료 GitHub 저장소로, 프로젝트 전체(코드, 문서, PDF)를 Claude가 이해할 수 있는 지도로 변환해 줍니다. 덕분에 Claude는 모든 파일을 다시 읽는 대신 지도를 기반으로 작업할 수 있습니다. 브라우저에서 지도를 열고 클릭해 볼 수도 있습니다. 여기에서 무료로 다운로드하세요: Graphify-Labs/graphify 더 많은 AI 팁을 보려면 팔로우하세요. #claude #github #claudecode #aitools #opensource #shorts [ml] ഈ സൗജന്യ GitHub റിപ്പോസിറ്ററി ക്ലോഡിന് (Claude) നിങ്ങളുടെ പ്രോജക്റ്റിന്റെ ഒരു മാപ്പ് നൽകുന്നു ഗ്രാഫിഫൈ എന്നത് 130,000-ത്തിലധികം നക്ഷത്രങ്ങളുള്ള ഒരു സൗജന്യ ഗിറ്റ്ഹബ് റേപ്പോ ആണ്, ഇത് നിങ്ങളുടെ മുഴുവൻ പ്രോജക്റ്റിനെയും (കോഡ്, ഡോക്‌സ്, പിഡിഎഫ്) ക്ലോഡിന് മനസ്സിലാക്കാൻ കഴിയുന്ന ഒരു മാപ്പാക്കി മാറ്റുന്നു, അതിനാൽ എല്ലാ ഫയലുകളും വീണ്ടും വായിക്കുന്നതിനുപകരം ഇത് മാപ്പിൽ നിന്ന് പ്രവർത്തിക്കുന്നു. നിങ്ങളുടെ ബ്രൗസറിൽ മാപ്പ് തുറന്ന് ചുറ്റും ക്ലിക്ക് ചെയ്യാം. ഇവിടെ സൗജന്യമായി നേടൂ: Graphify-Labs/graphify കൂടുതൽ AI നുറുങ്ങുകൾക്കായി പിന്തുടരുക. #claude #github #claudecode #aitools #opensource #shorts [nl-NL] Deze gratis GitHub-repo geeft Claude een kaart van jouw project Graphify is een gratis GitHub-repository met meer dan 130.000 sterren die je hele project (code, documentatie, PDF's) omzet in een kaart die Claude begrijpt, zodat hij vanuit de kaart werkt in plaats van elk bestand opnieuw te lezen. Je kunt de kaart in je browser openen en erop klikken. Download het hier gratis: Graphify-Labs/graphify Volg ons voor meer AI-tips. #claude #github #claudecode #aitools #opensource #shorts [pa] ਇਹ ਮੁਫਤ GitHub ਰਿਪੋ Claude ਨੂੰ ਤੁਹਾਡੇ ਪ੍ਰੋਜੈਕਟ ਦਾ ਨਕਸ਼ਾ ਦਿੰਦੀ ਹੈ Graphify ਇੱਕ ਮੁਫ਼ਤ GitHub ਰੈਪੋ ਹੈ ਜਿਸ ਵਿੱਚ 130,000 ਤੋਂ ਵੱਧ ਸਟਾਰ ਹਨ ਜੋ ਤੁਹਾਡੇ ਪੂਰੇ ਪ੍ਰੋਜੈਕਟ (ਕੋਡ, ਡੌਕਸ, PDF) ਨੂੰ ਇੱਕ ਅਜਿਹੇ ਨਕਸ਼ੇ ਵਿੱਚ ਬਦਲ ਦਿੰਦਾ ਹੈ ਜਿਸਨੂੰ Claude ਸਮਝ ਸਕਦਾ ਹੈ, ਇਸ ਲਈ ਇਹ ਹਰ ਫਾਈਲ ਨੂੰ ਦੁਬਾਰਾ ਪੜ੍ਹਨ ਦੀ ਬਜਾਏ ਨਕਸ਼ੇ ਤੋਂ ਕੰਮ ਕਰਦਾ ਹੈ। ਤੁਸੀਂ ਆਪਣੇ ਬ੍ਰਾਊਜ਼ਰ ਵਿੱਚ ਨਕਸ਼ੇ ਨੂੰ ਖੋਲ੍ਹ ਸਕਦੇ ਹੋ ਅਤੇ ਇਸਦੇ ਆਲੇ-ਦੁਆਲੇ ਕਲਿੱਕ ਕਰ ਸਕਦੇ ਹੋ। ਇਸਨੂੰ ਇੱਥੇ ਮੁਫ਼ਤ ਪ੍ਰਾਪਤ ਕਰੋ: Graphify-Labs/graphify ਹੋਰ AI ਸੁਝਾਵਾਂ ਲਈ ਫਾਲੋ ਕਰੋ। #claude #github #claudecode #aitools #opensource #shorts [pl] To darmowe repozytorium na GitHubie daje Claude'owi mapę twojego projektu Graphify to darmowe repozytorium GitHub z ponad 130 000 gwiazdek, które zamienia cały Twój projekt (kod, dokumenty, pliki PDF) w mapę zrozumiałą dla Claude'a, dzięki czemu działa on bezpośrednio na mapie, bez konieczności ponownego czytania każdego pliku. Możesz otworzyć mapę w przeglądarce i klikać w jej obrębie. Pobierz ją za darmo tutaj: Graphify-Labs/graphify Obserwuj, aby uzyskać więcej wskazówek dotyczących sztucznej inteligencji. #claude #github #claudecode #aitools #opensource #shorts [pt-BR] Este repositório gratuito do GitHub dá ao Claude um mapa do seu projeto Graphify é um repositório gratuito no GitHub com mais de 130.000 estrelas que transforma todo o seu projeto (código, documentação, PDFs) em um mapa que o Claude consegue entender, permitindo que ele trabalhe a partir do mapa em vez de reler cada arquivo. Você pode abrir o mapa no seu navegador e interagir com ele clicando. Baixe gratuitamente aqui: Graphify-Labs/graphify Siga para mais dicas de IA. #claude #github #claudecode #aitools #opensource #shorts [ru] Этот бесплатный репозиторий на GitHub дает Claude карту вашего проекта Graphify — это бесплатный репозиторий на GitHub с более чем 130 000 звёзд, который превращает весь ваш проект (код, документацию, PDF-файлы) в карту, понятную Клоду, так что он работает с этой картой, а не перечитывает каждый файл заново. Вы можете открыть карту в браузере и перемещаться по ней. Получить бесплатно можно здесь: Graphify-Labs/graphify Подписывайтесь, чтобы получать больше советов по ИИ. #claude #github #claudecode #aitools #opensource #shorts [ta] இந்த இலவச GitHub களஞ்சியம் உங்கள் திட்டப்பணிக்கான வரைபடத்தை Claude-க்கு வழங்குகிறது கிராஃபிஃபை (Graphify) என்பது 130,000-க்கும் மேற்பட்ட ஸ்டார்களைக் கொண்ட ஒரு இலவச கிட்ஹப் ரெப்போ ஆகும். இது உங்கள் முழு ப்ராஜெக்ட்டையும் (கோட், டாக்குமெண்ட்ஸ், PDF-கள்) கிளாட் (Claude) புரிந்துகொள்ளக்கூடிய ஒரு வரைபடமாக மாற்றுகிறது. இதனால், கிளாட் ஒவ்வொரு ஃபைலையும் மீண்டும் படிப்பதற்குப் பதிலாக, அந்த வரைபடத்திலிருந்தே வேலை செய்கிறது. நீங்கள் இந்த வரைபடத்தை உங்கள் பிரவுசரில் திறந்து, அதைச் சுற்றி கிளிக் செய்யலாம். இங்கே இலவசமாகப் பெறுங்கள்: Graphify-Labs/graphify மேலும் AI குறிப்புகளுக்குப் பின்தொடரவும். #claude #github #claudecode #aitools #opensource #shorts [te] ఈ ఉచిత గిట్‌హబ్ (GitHub) రిపో మీ ప్రాజెక్ట్ మ్యాప్‌ను క్లాడ్ (Claude) కి అందిస్తుంది గ్రాఫిఫై అనేది 130,000 కంటే ఎక్కువ స్టార్స్ ఉన్న ఒక ఉచిత గిట్‌హబ్ రిపో. ఇది మీ మొత్తం ప్రాజెక్ట్‌ను (కోడ్, డాక్యుమెంట్లు, PDFలు) క్లాడ్ అర్థం చేసుకోగల మ్యాప్‌గా మారుస్తుంది, తద్వారా అది ప్రతి ఫైల్‌ను మళ్లీ చదవకుండా, ఆ మ్యాప్ ఆధారంగా పనిచేస్తుంది. మీరు మీ బ్రౌజర్‌లో మ్యాప్‌ను తెరిచి, దానిపై క్లిక్ చేయవచ్చు. దీన్ని ఇక్కడ ఉచితంగా పొందండి: Graphify-Labs/graphify మరిన్ని AI చిట్కాల కోసం ఫాలో అవ్వండి. #claude #github #claudecode #aitools #opensource #shorts [uk] Цей безкоштовний репозиторій GitHub надає Claude карту вашого проєкту Graphify — це безкоштовний репозиторій на GitHub із понад 130 000 зірок, який перетворює весь ваш проєкт (код, документи, PDF-файли) на карту, зрозумілу Клоду, тому він працює з картою, а не перечитує кожен файл. Ви можете відкрити карту у своєму браузері та клацнути навколо неї. Завантажте його безкоштовно тут: Graphify-Labs/graphify Підпишіться, щоб отримати більше порад щодо ШІ. #claude #github #claudecode #aitools #opensource #shorts

How to use Graphify in Perplexity Computer To use Graphify in Perplexity Computer, install the Graphify skill from Plugins, type /graphify in a Computer task, and paste a link to a public GitHub repository. Computer clones the code, builds a knowledge graph, and returns an interactive map, a downloadable bundle, and a report. Perplexity can now use Graphify has the announcement. How do you install the Graphify skill? 1. Open Plugins in the left sidebar. 2. Go to the Skills tab and search for graphify. 3. Open Graphify, listed under Developer. 4. Select Install. The button becomes an Enabled toggle. !The Graphify skill page in Perplexity Computer, with the Enabled toggle switched on. Perplexity is making tasks that use /graphify free through October 31, 2026, up to 5,000 credits per Computer user, so this is a good week to map the repositories you care about. How do you start a Graphify task? 1. Select New and set the mode to Computer. 2. Type /graphify and choose Use to pick the skill. 3. Tell it which repository to map. !The Perplexity Computer prompt box showing the Graphify skill highlighted under Skills, with /graphify typed and Computer mode on. This is the prompt we used on our own repository: map the codebase at https://github.com/Graphify-Labs/graphify Computer cloned the public repository on its own. There was no connector to add, nothing to upload, and no sign-in. It chose the files that matter, 102 code files and three docs, and finished in about five minutes. What do you get back? Every run ends with three artifacts in the task: - Graphify Codebase Map, an interactive app you can open in the task. - Graphify Codebase Map Bundle, a ZIP with graph.json, graph.html, the raw extraction, and a notes file. - Graphify Codebase Graph Report, a write-up of the key functions, the main flow, and questions worth asking. !The three artifacts from a Graphify run in Perplexity Computer: the map app, the ZIP bundle, and the graph report. On the Graphify repository, the map held 4,022 nodes, 10,079 directed edges, and 192 communities. How do you explore the map? The map draws every node and edge as a force-directed graph. Each edge keeps its direction, its relation type, a confidence tag, and the source file it came from. - Search nodes finds any file or function by name. - Node info opens when you click a node. It shows the type, the community, the source path, the degree, and the full list of neighbors. Selecting extract.py shows a degree of 442, in the community Extract Core & Template Masking. - Communities lists each cluster of closely linked code with its size. Tick or untick one to show or hide it. - Light, Dark, and System switch the theme. !The Graphify map in Perplexity Computer, with extract.py selected: node info shows degree 442 and its neighbors, and the communities list shows each cluster with its size. What should you ask next? The map stays in the task, so follow-up questions answer from the graph instead of rereading files. Good ones to start with: Which functions call the authentication middleware? How does a request get from the API router to the database? What are the most connected functions, and what depends on them? Trace how deduplicate_entities() connects the deduplication code. How do you run Graphify locally? The engine behind the skill is open source on GitHub. It needs Python 3.10 or newer and uv. The package is graphifyy and the command is graphify: uv tool install graphifyy graphify install graphify install detects your assistant and registers the skill. Then type this in Claude Code, Cursor, Gemini CLI, or another supported assistant: /graphify . You get the same three files locally in graphify-out/: graph.html, GRAPH_REPORT.md, and graph.json.

Top 10 GitHub Repos This Week | Oct 18 – Oct 24 | The Harness Beats the Model This week the biggest gains went to the harness around the agent, not the model: Cloudflare's security audit skill took #1 with 12,680 new stars, and three of the ten are instructions rather than apps. ⏱️ TIMESTAMPS 0:00 — Intro 0:46 — #10 andrej-karpathy-skills — One rules file for coding agents (223.6K⭐️) 2:37 — #9 claude-plugins-official — Anthropic's official plugin directory (44.5K⭐️) 4:36 — #8 ruflo — An agent meta-harness (79.2K⭐️) 6:38 — #7 ai-memory — Shared memory across coding agents (13.4K⭐️) 8:46 — #6 ComfyUI — Node-graph engine for AI images and video (142.8K⭐️) 10:50 — #5 hyperframes — Write HTML, render video (71.9K⭐️) 13:13 — #4 opencode — The open source coding agent (221.4K⭐️) 15:21 — #3 graphify — Your codebase as a knowledge graph (134.8K⭐️) 18:01 — #2 orca — A command center for a fleet of agents (105.4K⭐️) 20:18 — #1 security-audit-skill — Turn your agent into a security auditor (46K⭐️) 23:17 — Recap & Trends 🔗 REPOS • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 Like, 💬 Comment, 🔔 Subscribe, ⭐️ Star the repos! #github #opensource #ai #coding #programming #trending #devtools #developer [ar] أفضل 10 مستودعات على GitHub لهذا الأسبوع | 18 أكتوبر – 24 أكتوبر | "إطار العمل" يتفوق على النموذج هذا الأسبوع، كانت أكبر المكاسب من نصيب البنية التحتية المحيطة بالوكيل، وليس النموذج نفسه: فقد تصدّرت مهارة التدقيق الأمني ​​من كلاود فلير القائمة بحصولها على 12,680 نجمة جديدة، وثلاث من هذه النجوم العشر عبارة عن تعليمات وليست تطبيقات. ⏱️ الطوابع الزمنية 0:00 — مقدمة 0:46 — #10 مهارات أندريه كارباثي — ملف قواعد واحد لوكلاء البرمجة (223.6 ألف نجمة) 2:37 — #9 دليل إضافات كلود الرسمي — دليل إضافات أنثروبيك الرسمي (44.5 ألف نجمة) 4:36 — #8 روفلو — أداة شاملة لوكلاء البرمجة (79.2 ألف نجمة) 6:38 — #7 ذاكرة الذكاء الاصطناعي — ذاكرة مشتركة بين وكلاء البرمجة (13.4 ألف نجمة) 8:46 — #6 كومفي يو آي — محرك رسم بياني للعقد لصور وفيديوهات الذكاء الاصطناعي (142.8 ألف نجمة) 10:50 — #5 هايبر فريمز — كتابة HTML، عرض الفيديو (71.9 ألف نجمة) 13:13 — #4 أوبن كود — وكيل البرمجة مفتوح المصدر (221.4 ألف نجمة) 15:21 — #3 graphify — قاعدة بياناتك البرمجية كرسم بياني معرفي (134.8 ألف نجمة) 18:01 — #2 orca — مركز قيادة لأسطول من العملاء (105.4 ألف نجمة) 20:18 — #1 security-audit-skill — حوّل عميلك إلى مدقق أمني (46 ألف نجمة) 23:17 — ملخص واتجاهات 🔗 المستودعات • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → staablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 إعجاب، 💬 تعليق، 🔔 اشتراك، ⭐️ ضع نجمة على المستودعات! #github #opensource #ai #coding #programming #trending #devtools #developer [bn] এই সপ্তাহের শীর্ষ ১০ গিটহাব রিপো | ১৮ অক্টোবর – ২৪ অক্টোবর | মডেলকে হার মানালো হারনেস এই সপ্তাহে সবচেয়ে বেশি অগ্রগতি হয়েছে এজেন্টের চারপাশের হারনেসের, মডেলের নয়: ক্লাউডফ্লেয়ারের সিকিউরিটি অডিট স্কিল ১২,৬৮০টি নতুন স্টার পেয়ে প্রথম স্থান অধিকার করেছে, এবং এই দশটির মধ্যে তিনটিই অ্যাপ না হয়ে নির্দেশনা। ⏱️ টাইমস্ট্যাম্প ০:০০ — ভূমিকা ০:৪৬ — #১০ andrej-karpathy-skills — কোডিং এজেন্টদের জন্য একটি রুলস ফাইল (২২৩.৬ হাজার⭐️) ২:৩৭ — #৯ claude-plugins-official — অ্যানথ্রোপিকের অফিসিয়াল প্লাগইন ডিরেক্টরি (৪৪.৫ হাজার⭐️) ৪:৩৬ — #৮ ruflo — একটি এজেন্ট মেটা-হারনেস (৭৯.২ হাজার⭐️) ৬:৩৮ — #৭ ai-memory — কোডিং এজেন্টদের মধ্যে শেয়ার্ড মেমরি (১৩.৪ হাজার⭐️) ৮:৪৬ — #৬ ComfyUI — AI ইমেজ এবং ভিডিওর জন্য নোড-গ্রাফ ইঞ্জিন (১৪২.৮ হাজার⭐️) ১০:৫০ — #৫ hyperframes — HTML লেখা, ভিডিও রেন্ডার করা (৭১.৯ হাজার⭐️) ১৩:১৩ — #৪ opencode — ওপেন সোর্স কোডিং এজেন্ট (২২১.৪ হাজার ⭐️) ১৫:২১ — #৩ গ্রাফিফাই — আপনার কোডবেসকে একটি নলেজ গ্রাফ হিসেবে ব্যবহার করুন (১৩৪.৮ হাজার ⭐️) ১৮:০১ — #২ ওরকা — একদল এজেন্টের জন্য একটি কমান্ড সেন্টার (১০৫.৪ হাজার ⭐️) ২০:১৮ — #১ সিকিউরিটি-অডিট-স্কিল — আপনার এজেন্টকে একজন সিকিউরিটি অডিটরে পরিণত করুন (৪৬ হাজার ⭐️) ২৩:১৭ — সারসংক্ষেপ ও ট্রেন্ডস 🔗 রিপো • #১০ আন্দ্রেজ-কারপ্যাথি-স্কিলস → multica-ai/andrej-karpathy-skills • #৯ ক্লড-প্লাগইনস-অফিশিয়াল → anthropics/claude-plugins-official • #৮ রুফলো → ruvnet/ruflo • #৭ ai-memory → akitaonrails/ai-memory • #৬ ComfyUI → Comfy-Org/ComfyUI • #৫ hyperframes → heygen-com/hyperframes • #৪ opencode → anomalyco/opencode • #৩ graphify → Graphify-Labs/graphify • #২ orca → stablyai/orca • #১ security-audit-skill → cloudflare/security-audit-skill 👍 লাইক, 💬 কমেন্ট, 🔔 সাবস্ক্রাইব, ⭐️ রিপোজিটরিগুলোতে স্টার দিন! #github #opensource #ai #coding #programming #trending #devtools #developer [de-DE] Die 10 besten GitHub-Repos der Woche | 18. Okt. – 24. Okt. | Das Framework schlägt das Modell Diese Woche erzielten die Anwender die größten Zuwächse, nicht das Modell selbst: Cloudflares Sicherheitsaudit-Funktion belegte mit 12.680 neuen Sternen den ersten Platz, und drei der zehn besten Funktionen sind Anleitungen und keine Apps. ⏱️ ZEITSTEMPEL 0:00 — Intro 0:46 — #10 andrej-karpathy-skills — Eine Regeldatei für Coding-Agenten (223,6K⭐️) 2:37 — #9 claude-plugins-official — Das offizielle Plugin-Verzeichnis von Anthropic (44,5K⭐️) 4:36 — #8 ruflo — Ein Agenten-Meta-Harness (79,2K⭐️) 6:38 — #7 ai-memory — Gemeinsamer Speicher für Coding-Agenten (13,4K⭐️) 8:46 — #6 ComfyUI — Node-Graph-Engine für KI-Bilder und -Videos (142,8K⭐️) 10:50 — #5 hyperframes — HTML schreiben, Video rendern (71,9K⭐️) 13:13 — #4 Opencode – Der Open-Source-Codierungsagent (221,4K⭐️) 15:21 – #3 Graphify – Ihre Codebasis als Wissensgraph (134,8K⭐️) 18:01 – #2 Orca – Eine Kommandozentrale für eine Flotte von Agenten (105,4K⭐️) 20:18 – #1 Security-Audit-Skill – Machen Sie Ihren Agenten zum Sicherheitsauditor (46K⭐️) 23:17 – Zusammenfassung & Trends 🔗 REPOS • #10 Andrej-Karpathy-Skills → multica-ai/andrej-karpathy-skills • #9 Claude-Plugins-Official → anthropics/claude-plugins-official • #8 Ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 Gefällt mir, 💬 Kommentar, 🔔 Abonnieren, ⭐️ Repos mit Stern markieren! #github #opensource #ai #coding #programming #trending #devtools #developer [es-US] Los 10 mejores repositorios de GitHub esta semana | 18 al 24 de octubre | The Harness Beats the M... Esta semana, las mayores ganancias se concentraron en la plataforma que rodea al agente, no en el modelo: la habilidad de auditoría de seguridad de Cloudflare alcanzó el primer puesto con 12.680 nuevas estrellas, y tres de las diez mejores son instrucciones, no aplicaciones. Esta semana, el mayor avance se centró en la plataforma que rodea al agente, no en el modelo: la habilidad de auditoría de seguridad de Cloudflare se posicionó en el primer lugar con 12.680 nuevas estrellas, y tres de las diez mejores son instrucciones, no aplicaciones. ⏱️ MARCAS DE TIEMPO 0:00 — Introducción 0:46 — #10 andrej-karpathy-skills — Un archivo de reglas para agentes de codificación (223.6K⭐️) 2:37 — #9 claude-plugins-official — Directorio oficial de plugins de Anthropic (44.5K⭐️) 4:36 — #8 ruflo — Un meta-arnés para agentes (79.2K⭐️) 6:38 — #7 ai-memory — Memoria compartida entre agentes de codificación (13.4K⭐️) 8:46 — #6 ComfyUI — Motor de grafo de nodos para imágenes y vídeo con IA (142.8K⭐️) 10:50 — #5 hyperframes — Escribe HTML, renderiza vídeo (71.9K⭐️) 13:13 — #4 opencode — OpenCode Agente de codificación fuente (221.4K⭐️) 15:21 — #3 graphify — Tu base de código como un grafo de conocimiento (134.8K⭐️) 18:01 — #2 orca — Un centro de mando para una flota de agentes (105.4K⭐️) 20:18 — #1 security-audit-skill — Convierte a tu agente en un auditor de seguridad (46K⭐️) 23:17 — Resumen y tendencias 🔗 REPOSICIONES • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 Dale Me gusta, 💬 Comenta, 🔔 Suscríbete, ⭐️ ¡Marca los repositorios como favoritos! #github #opensource #ai #codificación #programación #tendencias #devtools #desarrollador [fr-FR] Top 10 des dépôts GitHub de la semaine | 18-24 oct. | Le harnais surpasse le modèle Cette semaine, ce sont les outils autour de l'agent, et non le modèle, qui ont enregistré les plus fortes progressions : la fonctionnalité d'audit de sécurité de Cloudflare s'est hissée à la première place avec 12 680 nouvelles étoiles, et trois des dix meilleures sont des instructions plutôt que des applications. ⏱️ HORODATAGE 0:00 — Introduction 0:46 — #10 andrej-karpathy-skills — Un fichier de règles pour la programmation d'agents (223,6K⭐️) 2:37 — #9 claude-plugins-official — Répertoire officiel des plugins d'Anthropic (44,5K⭐️) 4:36 — #8 ruflo — Un méta-harnais pour agents (79,2K⭐️) 6:38 — #7 ai-memory — Mémoire partagée entre agents de programmation (13,4K⭐️) 8:46 — #6 ComfyUI — Moteur de graphes de nœuds pour les images et vidéos IA (142,8K⭐️) 10:50 — #5 hyperframes — Écrire du HTML, générer de la vidéo (71,9K⭐️) 13:13 — #4 opencode — L'agent de codage open source (221,4K⭐️) 15:21 — #3 Graphify — Votre code source sous forme de graphe de connaissances (134,8K⭐️) 18:01 — #2 Orca — Un centre de commandement pour une flotte d'agents (105,4K⭐️) 20:18 — #1 Security-audit-skill — Transformez votre agent en auditeur de sécurité (46K⭐️) 23:17 — Récapitulatif et tendances 🔗 DÉPÔTS • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 Aimez, 💬 Commentez, 🔔 Abonnez-vous, ⭐️ Mettez les dépôts en favoris ! #github #opensource #ai #coding #programming #trending #devtools #developer [hi] इस सप्ताह के शीर्ष 10 GitHub रिपोज़ | 18 अक्टूबर - 24 अक्टूबर | हार्नेस मॉडल से बेहतर इस सप्ताह सबसे अधिक लाभ एजेंट के आसपास के हार्नेस को मिला, न कि मॉडल को: क्लाउडफ्लेयर के सुरक्षा ऑडिट कौशल ने 12,680 नए स्टार्स के साथ पहला स्थान प्राप्त किया, और इनमें से दस में से तीन निर्देश हैं, न कि ऐप्स। ⏱️ समय-सारणी 0:00 — परिचय 0:46 — #10 andrej-karpathy-skills — कोडिंग एजेंटों के लिए एक नियम फ़ाइल (223.6K⭐️) 2:37 — #9 claude-plugins-official — Anthropic की आधिकारिक प्लगइन निर्देशिका (44.5K⭐️) 4:36 — #8 ruflo — एक एजेंट मेटा-हार्नेस (79.2K⭐️) 6:38 — #7 ai-memory — कोडिंग एजेंटों के बीच साझा मेमोरी (13.4K⭐️) 8:46 — #6 ComfyUI — AI छवियों और वीडियो के लिए नोड-ग्राफ़ इंजन (142.8K⭐️) 10:50 — #5 hyperframes — HTML लिखें, वीडियो रेंडर करें (71.9K⭐️) 13:13 — #4 opencode — ओपन सोर्स कोडिंग एजेंट (221.4K⭐️) 15:21 — #3 ग्राफीफाई — आपका कोडबेस एक नॉलेज ग्राफ के रूप में (134.8K⭐️) 18:01 — #2 ओर्का — एजेंटों के बेड़े के लिए एक कमांड सेंटर (105.4K⭐️) 20:18 — #1 सिक्योरिटी ऑडिट स्किल — अपने एजेंट को सिक्योरिटी ऑडिटर में बदलें (46K⭐️) 23:17 — सारांश और रुझान 🔗 रिपॉजिटरी • #10 आंद्रेज कार्पेथी स्किल्स → multica-ai/andrej-karpathy-skills • #9 क्लाउड प्लगइन्स ऑफिशियल → anthropics/claude-plugins-official • #8 रुफ्लो → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 लाइक करें, 💬 टिप्पणी करें, 🔔 सब्सक्राइब करें, ⭐️ रिपॉजिटरी को स्टार दें! #github #opensource #ai #coding #programming #trending #devtools #developer [id] 10 Repositori GitHub Teratas Minggu Ini | 18 Okt – 24 Okt | The Harness Beats the Model Minggu ini, peningkatan terbesar terjadi pada sistem pendukung agen, bukan pada modelnya: keterampilan audit keamanan Cloudflare menduduki peringkat #1 dengan 12.680 bintang baru, dan tiga dari sepuluh bintang tersebut berupa instruksi, bukan aplikasi. ⏱️ CAP WAKTU 0:00 — Pendahuluan 0:46 — #10 andrej-karpathy-skills — Satu file aturan untuk agen pengkodean (223,6K⭐️) 2:37 — #9 claude-plugins-official — Direktori plugin resmi Anthropic (44,5K⭐️) 4:36 — #8 ruflo — Meta-harness agen (79,2K⭐️) 6:38 — #7 ai-memory — Memori bersama di seluruh agen pengkodean (13,4K⭐️) 8:46 — #6 ComfyUI — Mesin node-graph untuk gambar dan video AI (142,8K⭐️) 10:50 — #5 hyperframes — Tulis HTML, render video (71,9K⭐️) 13:13 — #4 opencode — Agen pengkodean sumber terbuka (221,4 ribu ⭐️) 15:21 — #3 graphify — Basis kode Anda sebagai grafik pengetahuan (134,8 ribu ⭐️) 18:01 — #2 orca — Pusat komando untuk armada agen (105,4 ribu ⭐️) 20:18 — #1 security-audit-skill — Ubah agen Anda menjadi auditor keamanan (46 ribu ⭐️) 23:17 — Rekap & Tren 🔗 REPOS • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 Suka, 💬 Komentar, 🔔 Berlangganan, ⭐️ Beri bintang pada repositori! #github #opensource #ai #coding #programming #trending #devtools #developer [it] I 10 migliori repository GitHub di questa settimana | 18 ott – 24 ott | L'infrastruttura batte il... Questa settimana i maggiori progressi sono andati all'infrastruttura che circonda l'agente, non al modello: la skill di audit di sicurezza di Cloudflare si è aggiudicata il primo posto con 12.680 nuove stelle, e tre delle prime dieci sono istruzioni anziché applicazioni. ⏱️ INDICE DEI CONTENUTI 0:00 — Introduzione 0:46 — #10 andrej-karpathy-skills — Un file di regole per agenti di codifica (223.600⭐️) 2:37 — #9 claude-plugins-official — La directory ufficiale dei plugin di Anthropic (44.500⭐️) 4:36 — #8 ruflo — Un meta-sistema di controllo per agenti (79.200⭐️) 6:38 — #7 ai-memory — Memoria condivisa tra agenti di codifica (13.400⭐️) 8:46 — #6 ComfyUI — Motore a grafo di nodi per immagini e video AI (142.800⭐️) 10:50 — #5 hyperframes — Scrivi HTML, renderizza video (71.900⭐️) 13:13 — #4 opencode — Il progetto open source agente di codifica (221.400⭐️) 15:21 — #3 graphify — Il tuo codice sorgente come grafo della conoscenza (134.800⭐️) 18:01 — #2 orca — Un centro di comando per una flotta di agenti (105.400⭐️) 20:18 — #1 security-audit-skill — Trasforma il tuo agente in un revisore della sicurezza (46.000⭐️) 23:17 — Riepilogo e tendenze 🔗 REPOS • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 Metti Mi piace, 💬 Commenta, 🔔 Iscriviti, ⭐️ Aggiungi i repository ai preferiti! #github #opensource #ai #coding #programming #trending #devtools #developer [iw] 10 מאגרי ה-GitHub המובילים השבוע | 18 באוקטובר – 24 באוקטובר | המעטפת מנצחת את המודל השבוע, הרווחים הגדולים ביותר הלכו לרתמה סביב הסוכן, לא למודל: מיומנות ביקורת האבטחה של Cloudflare תפסה את המקום הראשון עם 12,680 כוכבים חדשים, ושלושה מתוך עשרתם הם הוראות ולא אפליקציות. ⏱️ חותמות זמן 0:00 — מבוא 0:46 — #10 andrej-karpathy-skills — קובץ כללים אחד עבור סוכני קידוד (223.6K⭐️) 2:37 — #9 claude-plugins-official — ספריית התוספים הרשמית של Anthropic (44.5K⭐️) 4:36 — #8 ruflo — רתמת מטא של סוכן (79.2K⭐️) 6:38 — #7 ai-memory — זיכרון משותף בין סוכני קידוד (13.4K⭐️) 8:46 — #6 ComfyUI — מנוע Node-graph עבור תמונות ווידאו של בינה מלאכותית (142.8K⭐️) 10:50 — #5 hyperframes — כתיבת HTML, עיבוד וידאו (71.9K⭐️) 13:13 — #4 opencode — סוכן קידוד בקוד פתוח (221.4K⭐️) 15:21 — #3 graphify — בסיס הקוד שלך כגרף ידע (134.8K⭐️) 18:01 — #2 orca — מרכז פיקוד עבור צי סוכנים (105.4K⭐️) 20:18 — #1 security-audit-skill — הפוך את הסוכן שלך למבקר אבטחה (46K⭐️) 23:17 — סיכום ומגמות 🔗 REPOS • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 היפר-פריימים → heygen-com/hyperframes • #4 קוד פתוח → anomalyco/opencode • #3 גרפיפי → Graphify-Labs/graphify • #2 אורקה → stablyai/orca • #1 סקיל ביקורת-על-ביטחון → cloudflare/security-audit-skill 👍 לייק, 💬 הגיבו, 🔔 הירשמו, ⭐️ סמנו בכוכב את המאגרים! #github #קודפתוח #בינה מלאכותית #קידוד #תכנות #טרנדי #כליפיתוח #מפתח [ja] 今週のGitHub注目リポジトリTOP10 | 10月18日～10月24日 | モデルを凌駕するハーネス 今週、最も大きな伸びを見せたのはエージェントのモデルではなく、その周辺技術でした。Cloudflareのセキュリティ監査スキルが12,680個の新たなスターを獲得し、1位に輝きました。上位10件のうち3件はアプリではなく、手順書でした。 ⏱️ タイムスタンプ 0:00 — はじめに 0:46 — #10 andrej-karpathy-skills — コーディングエージェントのためのルールファイル (223.6K⭐️) 2:37 — #9 claude-plugins-official — Anthropic の公式プラグインディレクトリ (44.5K⭐️) 4:36 — #8 ruflo — エージェントメタハーネス (79.2K⭐️) 6:38 — #7 ai-memory — コーディングエージェント間で共有されるメモリ (13.4K⭐️) 8:46 — #6 ComfyUI — AI 画像と動画のためのノードグラフエンジン (142.8K⭐️) 10:50 — #5 hyperframes — HTML の書き込み、動画のレンダリング (71.9K⭐️) 13:13 — #4 opencode — オープンソースのコーディングエージェント (221.4K⭐️) 15:21 — #3 graphify — コードベースをナレッジグラフとして活用 (134.8K⭐️) 18:01 — #2 orca — エージェント群のためのコマンドセンター (105.4K⭐️) 20:18 — #1 security-audit-skill — エージェントをセキュリティ監査ツールに変える (46K⭐️) 23:17 — まとめとトレンド 🔗 リポジトリ • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 ハイパーフレーム → heygen-com/hyperframes • #4 オープンコード → anomalyco/opencode • #3 グラフィファイ → Graphify-Labs/graphify • #2 オルカ → stablyai/orca • #1 セキュリティ監査スキル → cloudflare/security-audit-skill 👍 いいね、💬 コメント、🔔 チャンネル登録、⭐️ スターをリポジトリに追加！ #github #opensource #ai #coding #programming #trending #devtools #developer [ko] 이번 주 GitHub Top 10 저장소 | 10월 18일 – 10월 24일 | 모델을 능가하는 활용 도구 이번 주 가장 큰 성과는 모델이 아닌 에이전트 관련 도구에서 나타났습니다. 클라우드플레어의 보안 감사 스킬이 12,680개의 새로운 별점을 얻으며 1위를 차지했고, 상위 10개 중 3개는 앱이 아닌 사용법 안내였습니다. ⏱️ 타임스탬프 0:00 — 소개 0:46 — #10 andrej-karpathy-skills — 코딩 에이전트를 위한 하나의 규칙 파일 (223.6K⭐️) 2:37 — #9 claude-plugins-official — Anthropic의 공식 플러그인 디렉토리 (44.5K⭐️) 4:36 — #8 ruflo — 에이전트 메타 하네스 (79.2K⭐️) 6:38 — #7 ai-memory — 코딩 에이전트 간 공유 메모리 (13.4K⭐️) 8:46 — #6 ComfyUI — AI 이미지 및 비디오용 노드 그래프 엔진 (142.8K⭐️) 10:50 — #5 hyperframes — HTML 작성 및 비디오 렌더링 (71.9K⭐️) 13:13 — #4 opencode — 오픈 소스 코딩 에이전트 (221.4K⭐️) 15:21 — #3 Graphify — 코드베이스를 지식 그래프로 (134.8K⭐️) 18:01 — #2 Orca — 에이전트 함대를 위한 명령 센터 (105.4K⭐️) 20:18 — #1 Security-Audit-Skill — 에이전트를 보안 감사자로 전환 (46K⭐️) 23:17 — 요약 및 트렌드 🔗 저장소 • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 좋아요, 💬 댓글, 🔔 구독, ⭐️ 저장소에 별표 표시! #github #opensource #ai #coding #programming #trending #devtools #developer [ml] ഈ ആഴ്ചയിലെ മികച്ച 10 GitHub റിപ്പോസിറ്ററികൾ | ഒക്ടോബർ 18 – ഒക്ടോബർ 24 | മോഡലിനേക്കാൾ കേമൻ ഹാർനെസ് ഈ ആഴ്ച ഏറ്റവും വലിയ നേട്ടം മോഡലിനെയല്ല, ഏജന്റിനെ ചുറ്റിപ്പറ്റിയുള്ളതാണ്: 12,680 പുതിയ നക്ഷത്രങ്ങളുമായി ക്ലൗഡ്ഫ്ലെയറിന്റെ സുരക്ഷാ ഓഡിറ്റ് വൈദഗ്ദ്ധ്യം ഒന്നാം സ്ഥാനത്തെത്തി, പത്തിൽ മൂന്നെണ്ണം ആപ്പുകളേക്കാൾ നിർദ്ദേശങ്ങളാണ്. ⏱️ TIMESTAMPS 0:00 — ആമുഖം 0:46 — #10 andrej-karpathy-skills — കോഡിംഗ് ഏജന്റുകൾക്കുള്ള ഒരു റൂൾ ഫയൽ (223.6K⭐️) 2:37 — #9 claude-plugins-official — ആന്ത്രോപിക്കിന്റെ ഔദ്യോഗിക പ്ലഗിൻ ഡയറക്ടറി (44.5K⭐️) 4:36 — #8 ruflo — ഒരു ഏജന്റ് മെറ്റാ-ഹാർനെസ് (79.2K⭐️) 6:38 — #7 ai-memory — കോഡിംഗ് ഏജന്റുകളിലുടനീളം പങ്കിട്ട മെമ്മറി (13.4K⭐️) 8:46 — #6 ComfyUI — AI ഇമേജുകൾക്കും വീഡിയോയ്ക്കുമുള്ള നോഡ്-ഗ്രാഫ് എഞ്ചിൻ (142.8K⭐️) 10:50 — #5 ഹൈപ്പർഫ്രെയിമുകൾ — HTML എഴുതുക, വീഡിയോ റെൻഡർ ചെയ്യുക (71.9K⭐️) 13:13 — #4 ഓപ്പൺകോഡ് — ഓപ്പൺ സോഴ്‌സ് കോഡിംഗ് ഏജന്റ് (221.4K⭐️) 15:21 — #3 ഗ്രാഫിഫൈ — നിങ്ങളുടെ കോഡ്ബേസ് ഒരു നോളജ് ഗ്രാഫ് ആയി (134.8K⭐️) 18:01 — #2 ഓർക്ക — ഏജന്റുമാരുടെ ഒരു കൂട്ടത്തിനായുള്ള ഒരു കമാൻഡ് സെന്റർ (105.4K⭐️) 20:18 — #1 സുരക്ഷാ-ഓഡിറ്റ്-സ്‌കിൽ — നിങ്ങളുടെ ഏജന്റിനെ ഒരു സുരക്ഷാ ഓഡിറ്ററാക്കി മാറ്റുക (46K⭐️) 23:17 — റീക്യാപ്പ് & ട്രെൻഡുകൾ 🔗 REPOS • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 ഹൈപ്പർഫ്രെയിമുകൾ → heygen-com/hyperframes • #4 ഓപ്പൺകോഡ് → anomalyco/opencode • #3 ഗ്രാഫിഫൈ → Graphify-Labs/graphify • #2 ഓർക്ക → stablyai/orca • #1 സെക്യൂരിറ്റി-ഓഡിറ്റ്-സ്കിൽ → cloudflare/security-audit-%E0%B4%B8%E0%B5%8D%E0%B4%95%E0%B4%BF%E0%B5%BD 👍 ലൈക്ക് ചെയ്യുക, 💬 കമന്റ് ചെയ്യുക, 🔔 സബ്സ്ക്രൈബ് ചെയ്യുക, ⭐️ റിപ്പോകളിൽ സ്റ്റാർ ചെയ്യുക! #github #opensource #ai #coding #programming #trending #devtools #developer [nl-NL] Top 10 GitHub-repo's van deze week | 18 okt – 24 okt | Het harnas verslaat het model Deze week ging de grootste winst naar de hardware rondom de agent, niet naar het model zelf: Cloudflare's beveiligingsauditvaardigheid behaalde de eerste plaats met 12.680 nieuwe sterren, waarvan drie van de tien instructies zijn in plaats van apps. ⏱️ TIJDSTEMPELS 0:00 — Intro 0:46 — #10 andrej-karpathy-skills — Eén regelsbestand voor codeeragenten (223,6K⭐️) 2:37 — #9 claude-plugins-official — De officiële plugin-directory van Anthropic (44,5K⭐️) 4:36 — #8 ruflo — Een agent-meta-harness (79,2K⭐️) 6:38 — #7 ai-memory — Gedeeld geheugen voor codeeragenten (13,4K⭐️) 8:46 — #6 ComfyUI — Node-graph engine voor AI-afbeeldingen en -video (142,8K⭐️) 10:50 — #5 hyperframes — Schrijf HTML, render video (71,9K⭐️) 13:13 — #4 opencode — De open broncodeagent (221,4K⭐️) 15:21 — #3 graphify — Je codebase als kennisgrafiek (134,8K⭐️) 18:01 — #2 orca — Een commandocentrum voor een vloot agenten (105,4K⭐️) 20:18 — #1 security-audit-skill — Verander je agent in een beveiligingsauditor (46K⭐️) 23:17 — Samenvatting & Trends 🔗 REPOS • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 Vind ik leuk, 💬 Reageer, 🔔 Abonneer, ⭐️ Geef de repositories een ster! #github #opensource #ai #coding #programming #trending #devtools #developer [pa] ਇਸ ਹਫ਼ਤੇ ਦੀਆਂ ਚੋਟੀ ਦੀਆਂ 10 GitHub ਰਿਪੋਜ਼ | 18 ਅਕਤੂਬਰ – 24 ਅਕਤੂਬਰ | ਮਾਡਲ ਨਾਲੋਂ ਹਾਰਨੇਸ ਬਿਹਤਰ ਇਸ ਹਫ਼ਤੇ ਸਭ ਤੋਂ ਵੱਧ ਲਾਭ ਏਜੰਟ ਦੇ ਆਲੇ-ਦੁਆਲੇ ਦੇ ਹਾਰਨੈੱਸ ਨੂੰ ਹੋਇਆ, ਮਾਡਲ ਨੂੰ ਨਹੀਂ: ਕਲਾਉਡਫਲੇਅਰ ਦੇ ਸੁਰੱਖਿਆ ਆਡਿਟ ਹੁਨਰ ਨੇ 12,680 ਨਵੇਂ ਸਿਤਾਰਿਆਂ ਨਾਲ #1 ਸਥਾਨ ਪ੍ਰਾਪਤ ਕੀਤਾ, ਅਤੇ ਦਸ ਵਿੱਚੋਂ ਤਿੰਨ ਐਪਸ ਦੀ ਬਜਾਏ ਨਿਰਦੇਸ਼ ਹਨ। ⏱️ ਟਾਈਮਸਟੈਂਪਸ 0:00 — ਜਾਣ-ਪਛਾਣ 0:46 — #10 andrej-karpathy-skills — ਕੋਡਿੰਗ ਏਜੰਟਾਂ ਲਈ ਇੱਕ ਨਿਯਮ ਫਾਈਲ (223.6K⭐️) 2:37 — #9 claude-plugins-official — Anthropic ਦੀ ਅਧਿਕਾਰਤ ਪਲੱਗਇਨ ਡਾਇਰੈਕਟਰੀ (44.5K⭐️) 4:36 — #8 ruflo — ਇੱਕ ਏਜੰਟ ਮੈਟਾ-ਹਾਰਨੈੱਸ (79.2K⭐️) 6:38 — #7 ai-ਮੈਮੋਰੀ — ਕੋਡਿੰਗ ਏਜੰਟਾਂ ਵਿੱਚ ਸਾਂਝੀ ਮੈਮੋਰੀ (13.4K⭐️) 8:46 — #6 ComfyUI — AI ਚਿੱਤਰਾਂ ਅਤੇ ਵੀਡੀਓ ਲਈ ਨੋਡ-ਗ੍ਰਾਫ ਇੰਜਣ (142.8K⭐️) 10:50 — #5 ਹਾਈਪਰਫ੍ਰੇਮ — HTML ਲਿਖੋ, ਵੀਡੀਓ ਰੈਂਡਰ ਕਰੋ (71.9K⭐️) 13:13 — #4 ਓਪਨਕੋਡ — ਓਪਨ ਸੋਰਸ ਕੋਡਿੰਗ ਏਜੰਟ (221.4K⭐️) 15:21 — #3 ਗ੍ਰਾਫੀਫਾਈ — ਤੁਹਾਡਾ ਕੋਡਬੇਸ ਇੱਕ ਗਿਆਨ ਗ੍ਰਾਫ਼ ਵਜੋਂ (134.8K⭐️) 18:01 — #2 ਓਰਕਾ — ਏਜੰਟਾਂ ਦੇ ਫਲੀਟ ਲਈ ਇੱਕ ਕਮਾਂਡ ਸੈਂਟਰ (105.4K⭐️) 20:18 — #1 ਸੁਰੱਖਿਆ-ਆਡਿਟ-ਹੁਨਰ — ਆਪਣੇ ਏਜੰਟ ਨੂੰ ਸੁਰੱਖਿਆ ਆਡੀਟਰ ਵਿੱਚ ਬਦਲੋ (46K⭐️) 23:17 — ਸੰਖੇਪ ਅਤੇ ਰੁਝਾਨ 🔗 REPOS • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 ਹਾਈਪਰਫ੍ਰੇਮ → heygen-com/hyperframes • #4 ਓਪਨਕੋਡ → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 ਪਸੰਦ ਕਰੋ, 💬 ਟਿੱਪਣੀ ਕਰੋ, 🔔 ਗਾਹਕ ਬਣੋ, ⭐️ ਰਿਪੋਜ਼ ਨੂੰ ਸਟਾਰ ਕਰੋ! #github #opensource #ai #ਕੋਡਿੰਗ #ਪ੍ਰੋਗਰਾਮਿੰਗ #ਟ੍ਰੇਂਡਿੰਗ #devtools #developer [pl] 10 najlepszych repozytoriów GitHub w tym tygodniu | 18–24 października | Oprzyrządowanie lepsze n... W tym tygodniu największe zyski odnotowały uprząż wokół agenta, a nie sam model: umiejętność audytu bezpieczeństwa Cloudflare zajęła pierwsze miejsce z 12 680 nowymi gwiazdkami, a trzy z dziesięciu to instrukcje, a nie aplikacje. ⏱️ ZNACZNIKI CZASU 0:00 — Wprowadzenie 0:46 — #10 andrej-karpathy-skills — Jeden plik reguł dla agentów kodujących (223,6 tys.⭐️) 2:37 — #9 claude-plugins-official — Oficjalny katalog wtyczek Anthropic (44,5 tys.⭐️) 4:36 — #8 ruflo — Meta-uprząż dla agentów kodujących (79,2 tys.⭐️) 6:38 — #7 ai-memory — Pamięć współdzielona przez agentów kodujących (13,4 tys.⭐️) 8:46 — #6 ComfyUI — Silnik Node-graph dla obrazów i wideo AI (142,8 tys.⭐️) 10:50 — #5 hyperframes — Pisanie HTML, renderowanie wideo (71,9 tys.⭐️) 13:13 — #4 opencode — Agent kodujący open source (221,4 tys.⭐️) 15:21 — #3 graphify — Twoja baza kodu jako graf wiedzy (134,8 tys.⭐️) 18:01 — #2 orca — Centrum dowodzenia dla floty agentów (105,4 tys.⭐️) 20:18 — #1 security-audit-skill — Zmień swojego agenta w audytora bezpieczeństwa (46 tys.⭐️) 23:17 — Podsumowanie i trendy 🔗 REPOZYTORIA • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 Polub, 💬 Skomentuj, 🔔 Subskrybuj, ⭐️ Oznacz repozytoria gwiazdką! #github #opensource #ai #kodowanie #programowanie #trendy #devtools #deweloper [pt-BR] Top 10 Repos do GitHub Esta Semana | 18 de out – 24 de out | A Estrutura Supera o Modelo Nesta semana, os maiores ganhos foram para a estrutura em torno do agente, não para o modelo: a skill de auditoria de segurança da Cloudflare conquistou o primeiro lugar com 12.680 novas estrelas, e três dessas dez estrelas são para instruções, não para aplicativos. ⏱️ MARCAÇÕES DE TEMPO 0:00 — Introdução 0:46 — #10 andrej-karpathy-skills — Um arquivo de regras para agentes de codificação (223,6 mil ⭐️) 2:37 — #9 claude-plugins-official — Diretório oficial de plugins do Anthropic (44,5 mil ⭐️) 4:36 — #8 ruflo — Um meta-arnês para agentes (79,2 mil ⭐️) 6:38 — #7 ai-memory — Memória compartilhada entre agentes de codificação (13,4 mil ⭐️) 8:46 — #6 ComfyUI — Mecanismo de grafo de nós para imagens e vídeos com IA (142,8 mil ⭐️) 10:50 — #5 hyperframes — Escreva HTML, renderize vídeo (71,9 mil ⭐️) 13:13 — #4 opencode — O código aberto Agente de codificação (221,4 mil estrelas) 15:21 — #3 graphify — Sua base de código como um grafo de conhecimento (134,8 mil estrelas) 18:01 — #2 orca — Um centro de comando para uma frota de agentes (105,4 mil estrelas) 20:18 — #1 security-audit-skill — Transforme seu agente em um auditor de segurança (46 mil estrelas) 23:17 — Resumo e Tendências 🔗 REPOS • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 Curtir, 💬 Comentar, 🔔 Inscrever-se, ⭐️ Favoritar os repositórios! #github #opensource #ai #codificação #programação #tendências #devtools #developer [ru] Топ-10 репозиториев GitHub за неделю | 18 окт – 24 окт | Оболочка важнее модели На этой неделе наибольший прирост достался инструменту, используемому в агенте, а не модели: навык аудита безопасности Cloudflare занял первое место с 12 680 новыми звездами, и три из десяти из них — это инструкции, а не приложения. ⏱️ ВРЕМЕННЫЕ МЕТКИ 0:00 — Вступление 0:46 — #10 andrej-karpathy-skills — Один файл правил для агентов кодирования (223,6 тыс.⭐️) 2:37 — #9 claude-plugins-official — Официальный каталог плагинов Anthropic (44,5 тыс.⭐️) 4:36 — #8 ruflo — Мета-инструмент для агентов (79,2 тыс.⭐️) 6:38 — #7 ai-memory — Общая память для агентов кодирования (13,4 тыс.⭐️) 8:46 — #6 ComfyUI — Графовый движок для изображений и видео ИИ (142,8 тыс.⭐️) 10:50 — #5 hyperframes — Написание HTML, рендеринг видео (71,9 тыс.⭐️) 13:13 — #4 opencode — Агент для разработки кода с открытым исходным кодом (221,4 тыс. ⭐️) 15:21 — #3 graphify — Ваша кодовая база как граф знаний (134,8 тыс. ⭐️) 18:01 — #2 orca — Командный центр для флота агентов (105,4 тыс. ⭐️) 20:18 — #1 security-audit-skill — Превратите своего агента в аудитора безопасности (46 тыс. ⭐️) 23:17 — Краткий обзор и тренды 🔗 РЕПОЗИЦИИ • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 Лайк, 💬 Комментарий, 🔔 Подписка, ⭐️ Отметьте репозитории звездочкой! #github #opensource #ai #coding #programming #trending #devtools #developer [ta] இந்த வாரத்தின் டாப் 10 GitHub களஞ்சியங்கள் | அக் 18 – அக் 24 | மாடலை விட ஹார்னஸ் சிறந்தது இந்த வாரம், மாடலை விட ஏஜென்ட்டைச் சுற்றியுள்ள கட்டமைப்புக்கே மிகப்பெரிய ஆதாயங்கள் கிடைத்தன: கிளவுட்ஃபிளேரின் பாதுகாப்புத் தணிக்கைத் திறன் 12,680 புதிய நட்சத்திரங்களுடன் முதலிடத்தைப் பிடித்தது, மேலும் பத்தில் மூன்று செயலிகள் அல்ல, மாறாக அறிவுறுத்தல்களாகும். ⏱️ நேரக்குறிப்புகள் 0:00 — அறிமுகம் 0:46 — #10 andrej-karpathy-skills — கோடிங் ஏஜென்ட்களுக்கான ஒரே விதிக் கோப்பு (223.6K⭐️) 2:37 — #9 claude-plugins-official — ஆந்த்ரோபிக்கின் அதிகாரப்பூர்வ பிளகின் கோப்பகம் (44.5K⭐️) 4:36 — #8 ruflo — ஒரு ஏஜென்ட் மெட்டா-ஹார்னஸ் (79.2K⭐️) 6:38 — #7 ai-memory — கோடிங் ஏஜென்ட்கள் முழுவதும் பகிரப்பட்ட நினைவகம் (13.4K⭐️) 8:46 — #6 ComfyUI — AI படங்கள் மற்றும் வீடியோவிற்கான நோட்-கிராஃப் எஞ்சின் (142.8K⭐️) 10:50 — #5 hyperframes — HTML எழுது, வீடியோவை ரெண்டர் செய் (71.9K⭐️) 13:13 — #4 opencode — திறந்த மூல குறியீட்டு முகவர் (221.4K⭐️) 15:21 — #3 கிராஃபிஃபை — உங்கள் குறியீட்டுத் தொகுப்பை ஒரு அறிவு வரைபடமாக மாற்றுதல் (134.8K⭐️) 18:01 — #2 ஓர்கா — முகவர்களின் குழுவிற்கான ஒரு கட்டளை மையம் (105.4K⭐️) 20:18 — #1 செக்யூரிட்டி-ஆடிட்-ஸ்கில் — உங்கள் முகவரை ஒரு பாதுகாப்பு தணிக்கையாளராக மாற்றுங்கள் (46K⭐️) 23:17 — மீள்பார்வை & போக்குகள் 🔗 ரெப்போக்கள் • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ரூஃப்லோ → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 லைக், 💬 கமெண்ட், 🔔 சப்ஸ்கிரைப், ⭐️ ரெப்போக்களுக்கு ஸ்டார் கொடுங்கள்! #github #opensource #ai #coding #programming #trending #devtools #developer [te] ఈ వారం టాప్ 10 GitHub రిపోలు | అక్టోబర్ 18 – అక్టోబర్ 24 | మోడల్ కంటే హార్నెస్‌దే పైచేయి ఈ వారం అత్యధిక ప్రయోజనాలు మోడల్‌కు కాకుండా, ఏజెంట్ చుట్టూ ఉన్న హార్నెస్‌కు దక్కాయి: క్లౌడ్‌ఫ్లేర్ సెక్యూరిటీ ఆడిట్ స్కిల్ 12,680 కొత్త స్టార్లతో మొదటి స్థానాన్ని దక్కించుకుంది, మరియు ఆ పదింటిలో మూడు యాప్‌లకు బదులుగా సూచనలే ఉన్నాయి. ⏱️ టైమ్‌స్టాంప్‌లు 0:00 — పరిచయం 0:46 — #10 andrej-karpathy-skills — కోడింగ్ ఏజెంట్ల కోసం ఒక రూల్స్ ఫైల్ (223.6K⭐️) 2:37 — #9 claude-plugins-official — ఆంత్రోపిక్ యొక్క అధికారిక ప్లగిన్ డైరెక్టరీ (44.5K⭐️) 4:36 — #8 ruflo — ఒక ఏజెంట్ మెటా-హార్నెస్ (79.2K⭐️) 6:38 — #7 ai-memory — కోడింగ్ ఏజెంట్ల అంతటా షేర్డ్ మెమరీ (13.4K⭐️) 8:46 — #6 ComfyUI — AI చిత్రాలు మరియు వీడియో కోసం నోడ్-గ్రాఫ్ ఇంజిన్ (142.8K⭐️) 10:50 — #5 hyperframes — HTML రాయండి, వీడియోను రెండర్ చేయండి (71.9K⭐️) 13:13 — #4 ఓపెన్‌కోడ్ — ఓపెన్ సోర్స్ కోడింగ్ ఏజెంట్ (221.4K⭐️) 15:21 — #3 గ్రాఫిఫై — మీ కోడ్‌బేస్‌ను ఒక నాలెడ్జ్ గ్రాఫ్‌గా మార్చడం (134.8K⭐️) 18:01 — #2 ఓర్కా — ఏజెంట్ల సముదాయానికి ఒక కమాండ్ సెంటర్ (105.4K⭐️) 20:18 — #1 సెక్యూరిటీ-ఆడిట్-స్కిల్ — మీ ఏజెంట్‌ను ఒక సెక్యూరిటీ ఆడిటర్‌గా మార్చడం (46K⭐️) 23:17 — రీక్యాప్ & ట్రెండ్స్ 🔗 REPOS • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 hyperframes → heygen-com/hyperframes • #4 opencode → anomalyco/opencode • #3 graphify → Graphify-Labs/graphify • #2 orca → stablyai/orca • #1 security-audit-skill → cloudflare/security-audit-skill 👍 లైక్ చేయండి, 💬 కామెంట్ చేయండి, 🔔 సబ్స్క్రైబ్ చేయండి, ⭐️ రిపోలకు స్టార్ ఇవ్వండి! #github #opensource #ai #coding #programming #trending #devtools #developer [uk] Топ-10 репозиторіїв GitHub цього тижня | 18 жовтня – 24 жовтня | Обв'язка перемагає модель Цього тижня найбільших успіхів досягла система, що працює навколо агента, а не модель: навичка аудиту безпеки Cloudflare посіла перше місце з 12 680 новими зірками, і три з десяти – це інструкції, а не програми. ⏱️ ЧАСОВІ ПОМІТКИ 0:00 — Вступ 0:46 — #10 andrej-karpathy-skills — Один файл правил для агентів кодування (223.6 тис.⭐️) 2:37 — #9 claude-plugins-official — Офіційний каталог плагінів Anthropic (44.5 тис.⭐️) 4:36 — #8 ruflo — Мета-обладнання агента (79.2 тис.⭐️) 6:38 — #7 ai-memory — Спільна пам'ять між агентами кодування (13.4 тис.⭐️) 8:46 — #6 ComfyUI — Двигун графів вузлів для зображень та відео на основі штучного інтелекту (142.8 тис.⭐️) 10:50 — #5 гіперфрейми — Написання HTML, рендеринг відео (71.9 тис.⭐️) 13:13 — #4 opencode — Агент кодування з відкритим вихідним кодом (221.4 тис.⭐️) 15:21 — #3 graphify — Ваша кодова база як граф знань (134.8 тис.⭐️) 18:01 — #2 orca — Командний центр для флоту агентів (105.4 тис.⭐️) 20:18 — #1 security-audit-skill — Перетворіть свого агента на аудитора безпеки (46 тис.⭐️) 23:17 — Підсумки та тенденції 🔗 РЕПОРТАЖІЇ • #10 andrej-karpathy-skills → multica-ai/andrej-karpathy-skills • #9 claude-plugins-official → anthropics/claude-plugins-official • #8 ruflo → ruvnet/ruflo • #7 ai-memory → akitaonrails/ai-memory • #6 ComfyUI → Comfy-Org/ComfyUI • #5 гіперфрейми → heygen-com/hyperframes • #4 відкритий код → anomalyco/opencode • #3 графіка → Graphify-Labs/graphify • #2 орка → stablyai/orca • #1 навичка аудиту безпеки → cloudflare/security-audit-skill 👍 Вподобайкайте, 💬 Коментуйте, 🔔 Підпишіться, ⭐️ Поставте зірочку на репозиторії! #github #відкритийвихіднийкод #штучнийінтелект #кодування #програмування #тренди #інструментирозробки #розробник

5 More Free GitHub Repos Blowing Up 5 more free GitHub repos that blew up last week, ranked by the stars they gained on GitHub Trending. Last week's repos video got nearly 90,000 views in five days, so here's part two: Cloudflare's security audit skill (agents that try to refute each other's bugs), Graphify (your codebase as a knowledge graph), ComfyUI (node-based AI image and video, now with an MCP for Claude Code), AI Memory (one memory shared by Claude Code, Codex and 30+ agents), and Ruflo, the tool formerly known as Claude Flow, with an honest 14-month update. For each one: what it is, how it works step by step, why it blew up, and what to be wary about. Then which ones I'd actually install. TIMESTAMPS 00:00 5 more repos that blew up last week 00:38 #5 Ruflo (formerly Claude Flow) 02:43 Join Shipping Skool 03:03 #4 AI Memory 05:36 #3 ComfyUI 08:16 #2 Graphify 10:31 #1 Cloudflare's security-audit-skill 12:59 Which ones I'd actually install KEY POINTS - Ranking: stars gained on GitHub Trending (weekly), pulled Oct 26, 2026. Orca and HyperFrames were skipped (covered last week), and OpenCode by choice. - #1 security-audit-skill: +15,072 stars in a week, #1 on GitHub Trending. Every possible bug goes to a fresh agent prompted "You did not write this candidate. Try to refute it." It never edits your code. One tester measured ~$30 per quick run vs ~$2 for a single agent, with the same recall. - #2 Graphify: +6,903. Code is parsed locally with tree-sitter (no AI, free). The pip package is graphifyy (two y's). In one independent test, real Claude Code sessions cost more with it, with the same answers. Install it to understand your code, not to cut your bill. - #3 ComfyUI: +4,790. Runs only what changed, and every saved image carries its whole workflow. Official Comfy MCP for Claude Code. Custom nodes are Python with full access to your machine: keep it on localhost and install nodes you trust. - #4 AI Memory: +3,254. Capture, consolidate, recall, handoff, in plain markdown in a git folder. It records your prompts and tool calls; the secret filter is best effort and there's no encryption at rest. - #5 Ruflo: +2,987. Claude Code's own subagents do the work; Ruflo keeps the books. Its own May audit found a speedup number came from a random-number function; a 10/10 Docker bug in July was fixed within a day. Try the plugin in a scratch project. THE REPOS Cloudflare security-audit-skill: cloudflare/security-audit-skill Graphify: Graphify-Labs/graphify ComfyUI: Comfy-Org/ComfyUI AI Memory: akitaonrails/ai-memory Ruflo: ruvnet/ruflo SOURCES GitHub Trending (weekly): github.com/trending Cloudflare, "Build your own vulnerability harness": blog.cloudflare.com security-audit-skill cost test (issue #20): security-audit-skill#20 · fixes that removed features (issue #88): security-audit-skill#88 Graphify independent token test (Machine Room): youtube.com · the nudge-hook token issue: graphify#3435 Comfy, "Higgsfield promised to open source": blog.comfy.org · registry malware issue: ComfyUI#11791 Fabio Akita on Flow Podcast #663: youtube.com Ruflo's own May audit: github.com/ruvnet/ruflo/blob/main/docs/reviews/in… · independent April audit: gist.github.com · the July advisory: github.com/ruvnet/ruflo/security/advisories/GHSA-… Last week's video: youtube.com · my Claude Flow video (Aug 2025): youtube.com Footage credits: @codingwithabbas, @EricWTech, @Oday_Hunter, @Banksy_said_hi, @MachineRoomDev, @betterstack, @ArchiveExplorer, @pixaroma, @MaciejDziuba, @FlowPodcast, @boltjz, @PortaliMasters, @gourceryt, @TheHackersNews, @genztechblog, @RayCodingCorner, @milesdeutscher, @bamitav, @rammcodes. Official footage from Cloudflare, Graphify Labs, Comfy Org, and the repos' own READMEs. Motion graphics components by @everestchris6. This video uses an AI version of my voice. 🔥 Master AI Agents + Claude Code + Codex FREE Community ⬇️ shippingskool.com 🌙 Content On Autopilot ⬇️ nightcrew.studio 🎮 Join The Discord: discord.gg 🫴 Beckon ADE - heybeckon.ai 📸 AI Photo Editor - themagichand.io 📦 AI Autolister - easyflip.ai 🤝1-1 Help - calendly.com 🚨Idea Browser Lifetime 15% Discount join.ideabrowser.com Get the weekly AI builder newsletter 📕 substack.com Follow Me On X - x.com [de-DE] 5 weitere kostenlose GitHub-Repos, die durch die Decke gehen Fünf weitere kostenlose GitHub-Repos, die letzte Woche durch die Decke gingen, sortiert nach den Sternen, die sie auf GitHub Trending erhalten haben. Das Repo-Video der letzten Woche erreichte fast 90.000 Aufrufe in fünf Tagen, daher hier Teil zwei: Cloudflares Sicherheitsaudit-Funktion (Agenten, die versuchen, die Fehler der anderen zu widerlegen), Graphify (Ihre Codebasis als Wissensgraph), ComfyUI (Knotenbasierte KI für Bild- und Videoanalyse, jetzt mit MCP für Claude Code), AI Memory (ein gemeinsamer Speicher für Claude Code, Codex und über 30 Agenten) und Ruflo, das Tool, das früher als Claude Flow bekannt war, mit einem ehrlichen Update nach 14 Monaten. Für jedes Repo: Was es ist, wie es Schritt für Schritt funktioniert, warum es so erfolgreich war und worauf man achten sollte. Und schließlich, welche ich tatsächlich installieren würde. ... ZEITSTEMPEL 00:00 5 weitere Repos, die letzte Woche viral gingen 00:38 #5 Ruflo (ehemals Claude Flow) 02:43 Join Shipping Skool 03:03 #4 AI Memory 05:36 #3 ComfyUI 08:16 #2 Graphify 10:31 #1 Cloudflares Sicherheitsaudit-Skill 12:59 Welche ich tatsächlich installieren würde WICHTIGE PUNKTE - Ranking: Sterne in den GitHub-Trends (wöchentlich), Stand: 26. Oktober 2026. Orca und HyperFrames wurden ausgelassen (letzte Woche behandelt), OpenCode aus freier Wahl. - #1 Sicherheitsaudit-Skill: +15.072 Sterne in einer Woche, Platz 1 in den GitHub-Trends. Jeder mögliche Fehler wird an einen neuen Agenten weitergeleitet, der die Meldung erhält: „Sie haben diesen Kandidaten nicht geschrieben. Versuchen Sie, ihn zu widerlegen.“ Ihr Code wird dabei nicht bearbeitet. Ein Tester ermittelte ca. 30 $ pro Schnelllauf im Vergleich zu ca. 2 $ für einen einzelnen Agenten bei gleicher Trefferquote. - #2 Graphify: +6.903. Der Code wird lokal mit tree-sitter analysiert (keine KI, kostenlos). Das pip-Paket heißt graphifyy (mit zwei „y“). In einem unabhängigen Test kosteten echte Claude-Code-Sitzungen damit mehr, bei gleichen Ergebnissen. Installieren Sie es, um Ihren Code zu verstehen, nicht um Kosten zu sparen. - #3 ComfyUI: +4.790. Führt nur die Änderungen aus, und jedes gespeicherte Bild enthält den gesamten Workflow. Offizielles Comfy MCP für Claude Code. Benutzerdefinierte Nodes sind Python-Anwendungen mit vollem Zugriff auf Ihren Rechner: Behalten Sie sie lokal und installieren Sie nur vertrauenswürdige Nodes. - #4 AI Memory: +3.254. Erfassen, konsolidieren, abrufen, übergeben – alles in einfachem Markdown in einem Git-Ordner. Es zeichnet Ihre Eingabeaufforderungen und Tool-Aufrufe auf; der geheime Filter arbeitet nach bestem Bemühen, und es gibt keine Verschlüsselung ruhender Daten. - #5 Ruflo: +2.987. Die Arbeit wird von Claude Codes eigenen Subagenten erledigt; Ruflo führt die Buchhaltung. Ein internes Audit im Mai ergab, dass eine Beschleunigungszahl auf einer Zufallszahlenfunktion beruhte; ein Docker-Bug mit der Bewertung 10/10 im Juli wurde innerhalb eines Tages behoben. Testen Sie das Plugin in einem Testprojekt. #5 Ruflo: +2.987. DIE REPOSITIONEN Cloudflare security-audit-skill: cloudflare/security-audit-skill Graphify: Graphify-Labs/graphify ComfyUI: Comfy-Org/ComfyUI AI Memory: akitaonrails/ai-memory Ruflo: ruvnet/ruflo QUELLEN GitHub Trends (wöchentlich): github.com/trending Cloudflare, „Build your own vulnerability harness“: blog.cloudflare.com Kostentest für security-audit-skill (Problem #20): security-audit-skill#20 · Behebung von Fehlern, die zu entfernten Funktionen führten (Problem #88): security-audit-skill#88 Unabhängiger Token-Test von Graphify (Machine Room): youtube.com · Das Nudge-Hook-Token-Problem: graphify#3435 Comfy, „Higgsfield versprach Open Source“: blog.comfy.org · Malware-Problem in der Registry: ComfyUI#11791 Fabio Akita im Flow Podcast #663: youtube.com Ruflos eigener Audit vom Mai: github.com/ruvnet/ruflo/blob/main/docs/reviews/in… · Unabhängiger Prüfbericht vom April: gist.github.com · Die Sicherheitswarnung vom Juli: github.com/ruvnet/ruflo/security/advisories/GHSA-… Video der letzten Woche: youtube.com · Mein Video zu Claude Flow (August 2025): youtube.com Bildmaterial mit freundlicher Genehmigung von: @codingwithabbas, @EricWTech, @Oday_Hunter, @Banksy_said_hi @MachineRoomDev, @betterstack, @ArchiveExplorer, @pixaroma, @MaciejDziuba, @FlowPodcast, @boltjz, @PortaliMasters, @gourceryt, @TheHackersNews, @genztechblog, @RayCodingCorner, @m... [es-US] 5 repos de GitHub gratis más que están arrasando Cinco repositorios gratuitos de GitHub que se hicieron virales la semana pasada, clasificados según las estrellas que obtuvieron en GitHub Trending. El vídeo sobre repositorios de la semana pasada alcanzó casi 90 000 visualizaciones en cinco días, así que aquí tenéis la segunda parte: la herramienta de auditoría de seguridad de Cloudflare (agentes que intentan refutar los errores de otros), Graphify (tu código fuente como un grafo de conocimiento), ComfyUI (imagen y vídeo con IA basada en nodos, ahora con un MCP para Claude Code), AI Memory (una memoria compartida por Claude Code, Codex y más de 30 agentes) y Ruflo, la herramienta antes conocida como Claude Flow, con una actualización honesta tras 14 meses. Para cada uno: qué es, cómo funciona paso a paso, por qué se hizo tan popular y qué precauciones tomar. Y, por último, cuáles recomendaría instalar. MARCAS DE TIEMPO 00:00 5 repositorios más que se popularizaron la semana pasada 00:38 #5 Ruflo (antes Claude Flow) 02:43 Únete a Shipping Skool 03:03 #4 AI Memory 05:36 #3 ComfyUI 08:16 #2 Graphify 10:31 #1 Habilidad de auditoría de seguridad de Cloudflare 12:59 ¿Cuáles instalaría yo? PUNTOS CLAVE - Clasificación: estrellas ganadas en GitHub Trending (semanal), retirada el 26 de octubre de 2026. Se omitieron Orca e HyperFrames (ya se trataron la semana pasada), y OpenCode fue una decisión personal. - Habilidad de auditoría de seguridad n.° 1: +15 072 estrellas en una semana, n.° 1 en GitHub Trending. Cada posible error se envía a un agente nuevo con el mensaje: «No escribiste este candidato. Intenta refutarlo». Nunca edita tu código. Un evaluador midió un costo aproximado de $30 por ejecución rápida frente a $2 por un solo agente, con la misma precisión. - #2 Graphify: +6903. El código se analiza localmente con tree-sitter (sin IA, gratuito). El paquete pip es graphifyy (con dos "y"). En una prueba independiente, las sesiones reales de Claude Code costaron más con este programa, obteniendo las mismas respuestas. Instálalo para comprender tu código, no para ahorrar dinero. - #3 ComfyUI: +4790. Ejecuta solo lo que ha cambiado, y cada imagen guardada conserva todo su flujo de trabajo. Es el MCP oficial de Comfy para Claude Code. Los nodos personalizados son de Python con acceso completo a tu máquina: mantenlo en localhost e instala los nodos en los que confíes. - #4 AI Memory: +3254. Captura, consolida, recupera y transfiere datos en formato Markdown simple en una carpeta de Git. Registra tus indicaciones y llamadas a herramientas; el filtro de secretos es de mejor esfuerzo y no hay cifrado en reposo. - #5 Ruflo: +2987. Los subagentes de Claude Code se encargan del trabajo; Ruflo lleva la contabilidad. Su auditoría de mayo reveló que una mejora en la velocidad se debía a una función de números aleatorios; un error grave de Docker detectado en julio se solucionó en un día. Prueba el plugin en un proyecto de prueba. REPOSITORIO Cloudflare security-audit-skill: cloudflare/security-audit-skill Graphify: Graphify-Labs/graphify ComfyUI: Comfy-Org/ComfyUI AI Memory: akitaonrails/ai-memory Ruflo: ruvnet/ruflo FUENTES Tendencias de GitHub (semanal): github.com/trending Cloudflare, "Crea tu propio sistema de análisis de vulnerabilidades": blog.cloudflare.com Prueba de costos de security-audit-skill (incidencia n.° 20): security-audit-skill#20 · Correcciones que eliminaron funciones (incidencia n.° 88): security-audit-skill#88 Prueba de token independiente de Graphify (Machine Room): youtube.com · Problema del token de nudge-hook: graphify#3435 Comfy, "Higgsfield prometió código abierto": blog.comfy.org · Problema del malware en el registro: ComfyUI#11791 Fabio Akita en Flow Podcast #663: youtube.com Auditoría de mayo de Ruflo: github.com/ruvnet/ruflo/blob/main/docs/reviews/in… · Auditoría independiente de abril: gist.github.com · Aviso de julio: github.com/ruvnet/ruflo/security/advisories/GHSA-… Vídeo de la semana pasada: youtube.com · Mi vídeo de Claude Flow (agosto de 2025): youtube.com Créditos del material audiovisual: @codingwithabbas, @EricWTech, @Oday_Hunter, @Banksy_said_hi @MachineRoomDev, @betterstack, @ArchiveExplorer, @pixaroma, @MaciejDziuba, @FlowPodcast, @boltjz, @PortaliMasters, @gourceryt, @TheHackersNews, @genztechblog, @RayCodingCorner, @milesdeutscher, @bamitav, @rammcodes. Material oficial de Cloudflare, Graphify Labs, Comfy Org y los archi... [fr-FR] 5 autres dépôts GitHub gratuits qui font le buzz Cinq autres dépôts GitHub gratuits qui ont fait un carton la semaine dernière, classés selon leur popularité sur GitHub Trending. La vidéo de la semaine dernière a cumulé près de 90 000 vues en cinq jours ; voici donc la deuxième partie : l’outil d’audit de sécurité de Cloudflare (des agents qui tentent de réfuter les bugs des uns et des autres), Graphify (votre code source sous forme de graphe de connaissances), ComfyUI (une solution d’IA pour l’image et la vidéo basée sur des nœuds, désormais compatible avec Claude Code), AI Memory (une mémoire partagée par Claude Code, Codex et plus de 30 agents) et Ruflo, l’outil anciennement connu sous le nom de Claude Flow, avec une mise à jour complète après 14 mois. Pour chacun : présentation, fonctionnement étape par étape, raisons du succès fulgurant et mises en garde. Enfin, mes recommandations d’installation. HORODATAGE 00:00 5 autres dépôts qui ont explosé la semaine dernière 00:38 N° 5 Ruflo (anciennement Claude Flow) 02:43 Join Shipping Skool 03:03 N° 4 AI Memory 05:36 N° 3 ComfyUI 08:16 N° 2 Graphify 10:31 N° 1 Security-audit-skill de Cloudflare 12:59 Lesquels j'installerais vraiment ? POINTS CLÉS - Classement : nombre d'étoiles gagnées sur GitHub Trending (hebdomadaire), relevé le 26 octobre 2026. Orca et HyperFrames ont été ignorés (traités la semaine dernière), et OpenCode a été choisi. - N° 1 security-audit-skill : +15 072 étoiles en une semaine, N° 1 sur GitHub Trending. Chaque bug potentiel est traité par un nouvel agent qui vous invite à le réfuter en disant : « Vous n'êtes pas l'auteur de ce bug. Essayez de le réfuter. » Il ne modifie jamais votre code. Un testeur a mesuré environ 30 $ par exécution rapide contre environ 2 $ pour un agent unique, avec le même rappel. - #2 Graphify : +6 903. Le code est analysé localement avec tree-sitter (sans IA, gratuit). Le package pip est graphifyy (deux y). Lors d'un test indépendant, les sessions Claude Code réelles ont coûté plus cher avec Graphify, pour des résultats identiques. Installez-le pour comprendre votre code, pas pour réduire votre facture. - #3 ComfyUI : +4 790. N'exécute que les modifications, et chaque image enregistrée conserve l'intégralité de son flux de travail. Interface de gestion de contenu (MCP) Comfy officielle pour Claude Code. Les nœuds personnalisés sont en Python avec un accès complet à votre machine : conservez-les en local et installez les nœuds de confiance. - #4 AI Memory : +3 254. Capture, consolidation, rappel, transfert, en Markdown simple dans un dossier Git. Enregistre vos invites et appels d'outils ; le filtre de secret est au mieux et il n'y a pas de chiffrement au repos. - #5 Ruflo : +2 987. Les sous-agents de Claude Code effectuent le travail ; Ruflo tient la comptabilité. Un audit interne de mai a révélé qu'un gain de vitesse provenait d'une fonction de nombres aléatoires ; un bug Docker critique (10/10) survenu en juillet a été corrigé en une journée. Testez le plugin dans un projet test. DÉPÔTS Cloudflare security-audit-skill : cloudflare/security-audit-skill Graphify : Graphify-Labs/graphify ComfyUI : Comfy-Org/ComfyUI AI Memory : akitaonrails/ai-memory Ruflo : ruvnet/ruflo SOURCES Tendances GitHub (hebdomadaires) : github.com/trending Cloudflare, « Créez votre propre outil d’analyse des vulnérabilités » : blog.cloudflare.com Test de coût de security-audit-skill (problème n° 20) : security-audit-skill#20 ; correctifs ayant supprimé des fonctionnalités (problème n° 88) : security-audit-skill#88 Test de jeton indépendant Graphify (Machine Room) : youtube.com · Problème de jeton nudge-hook : graphify#3435 Comfy, « Higgsfield promet l’open source » : blog.comfy.org · Problème de logiciel malveillant dans le registre : ComfyUI#11791 Fabio Akita dans le podcast Flow n° 663 : youtube.com Audit de mai de Ruflo : github.com/ruvnet/ruflo/blob/main/docs/reviews/in… · Audit indépendant d'avril : gist.github.com · Avis de juillet : github.com/ruvnet/ruflo/security/advisories/GHSA-… Vidéo de la semaine dernière : youtube.com · Ma vidéo sur Claude Flow (août 2025) : youtube.com Crédits vidéo : @codingwithabbas, @EricWTech, @Oday_Hunter, @Banksy_said_hi @MachineRoomDev, @betterstack, @ArchiveExplorer, @pixaroma, @MaciejDziuba, @FlowPodcast, @boltjz, @PortaliMasters, @gourceryt, @TheHackersNews, @genztechblog, @RayCodingCorner, @milesdeutscher, @bamitav, @rammcodes... [hi] 5 और मुफ्त GitHub रिपोज़ जो तेज़ी से वायरल हो रहे हैं पिछले हफ्ते GitHub ट्रेंडिंग पर धूम मचाने वाले 5 और मुफ़्त GitHub रिपॉज़िटरी, GitHub ट्रेंडिंग पर मिली स्टार रेटिंग के आधार पर रैंकिंग। पिछले हफ्ते के रिपॉज़िटरी वीडियो को पांच दिनों में लगभग 90,000 व्यूज़ मिले, तो पेश है इसका दूसरा भाग: Cloudflare का सिक्योरिटी ऑडिट स्किल (एजेंट जो एक-दूसरे के बग्स को गलत साबित करने की कोशिश करते हैं), Graphify (आपके कोडबेस को नॉलेज ग्राफ़ के रूप में प्रस्तुत करना), ComfyUI (नोड-आधारित AI इमेज और वीडियो, अब Claude Code के लिए MCP के साथ), AI Memory (Claude Code, Codex और 30 से ज़्यादा एजेंटों द्वारा साझा की जाने वाली एक मेमोरी), और Ruflo, जिसे पहले Claude Flow के नाम से जाना जाता था, और 14 महीने बाद एक अपडेट के साथ। हर एक के बारे में: यह क्या है, यह चरण-दर-चरण कैसे काम करता है, यह इतना लोकप्रिय क्यों हुआ, और किन बातों से सावधान रहना चाहिए। फिर मैं वास्तव में कौन से इंस्टॉल करूंगा। टाइमस्टैम्प 00:00 पिछले सप्ताह धूम मचाने वाले 5 और रिपॉजिटरी 00:38 #5 रुफ्लो (पूर्व में क्लाउड फ्लो) 02:43 शिपिंग स्कूल से जुड़ें 03:03 #4 एआई मेमोरी 05:36 #3 कॉम्फीयूआई 08:16 #2 ग्राफिफाई 10:31 #1 क्लाउडफ्लेयर का सुरक्षा-ऑडिट-कौशल 12:59 मैं वास्तव में कौन से इंस्टॉल करूंगा मुख्य बिंदु - रैंकिंग: GitHub ट्रेंडिंग (साप्ताहिक) पर प्राप्त सितारे, 26 अक्टूबर, 2026 को संकलित। ओर्का और हाइपरफ्रेम्स को छोड़ दिया गया (पिछले सप्ताह कवर किया गया), और ओपनकोड को जानबूझकर शामिल किया गया। - #1 सुरक्षा-ऑडिट-कौशल: एक सप्ताह में +15,072 सितारे, GitHub ट्रेंडिंग पर #1। हर संभावित बग एक नए एजेंट के पास जाता है जिसे संकेत दिया जाता है, "आपने यह बग नहीं लिखा है। इसे गलत साबित करने का प्रयास करें।" यह आपके कोड को कभी संपादित नहीं करता है। एक परीक्षक ने समान रिकॉल के साथ, त्वरित रन के लिए लगभग $30 और एकल एजेंट के लिए लगभग $2 की लागत मापी। - #2 ग्राफ़िफ़ाई: +6,903. कोड को ट्री-सिटर (बिना AI, मुफ़्त) के साथ स्थानीय रूप से पार्स किया जाता है। pip पैकेज का नाम graphifyy (दो y) है। एक स्वतंत्र परीक्षण में, समान उत्तरों के साथ, वास्तविक क्लाउड कोड सत्रों की लागत इससे अधिक पाई गई। अपने कोड को समझने के लिए इसे इंस्टॉल करें, न कि अपना बिल कम करने के लिए। - #3 ComfyUI: +4,790. केवल परिवर्तित कोड को ही चलाता है, और प्रत्येक सहेजी गई छवि में उसका पूरा वर्कफ़्लो होता है। क्लाउड कोड के लिए आधिकारिक Comfy MCP। कस्टम नोड्स पायथन में हैं और आपकी मशीन तक पूर्ण पहुँच रखते हैं: इसे लोकलहोस्ट पर रखें और विश्वसनीय नोड्स इंस्टॉल करें। - #4 AI मेमोरी: +3,254. कैप्चर, समेकित, रिकॉल, हैंडऑफ़, एक गिट फ़ोल्डर में सादे मार्कडाउन में। यह आपके प्रॉम्प्ट और टूल कॉल को रिकॉर्ड करता है; गुप्त फ़िल्टर सर्वोत्तम प्रयास पर आधारित है और डेटा को सुरक्षित रखने के लिए कोई एन्क्रिप्शन नहीं है। - #5 रुफ्लो: +2,987. क्लाउड कोड के अपने सहायक एजेंट काम करते हैं; रुफ्लो हिसाब-किताब रखता है। मई में हुए इसके ऑडिट में पाया गया कि स्पीडअप का एक आंकड़ा रैंडम नंबर फंक्शन से आया था; जुलाई में डॉकर में आई एक बड़ी गड़बड़ी को एक दिन के भीतर ठीक कर दिया गया। एक स्क्रैच प्रोजेक्ट में इस प्लगइन को आज़माएँ। रिपॉजिटरी Cloudflare security-audit-skill: cloudflare/security-audit-skill Graphify: Graphify-Labs/graphify ComfyUI: Comfy-Org/ComfyUI AI Memory: akitaonrails/ai-memory Ruflo: ruvnet/ruflo स्रोत GitHub ट्रेंडिंग (साप्ताहिक): github.com/trending Cloudflare, "अपनी खुद की वल्नरेबिलिटी हार्नेस बनाएं": blog.cloudflare.com security-audit-skill लागत परीक्षण (इश्यू #20): security-audit-skill#20 हटाए गए फ़ीचर्स को ठीक करना (इश्यू #88): security-audit-skill#88 ग्राफ़िफ़ाई स्वतंत्र टोकन परीक्षण (मशीन रूम): youtube.com · नड्ज-हुक टोकन समस्या: graphify#3435 कॉम्फ़ी, "हिग्सफ़ील्ड ने ओपन सोर्स करने का वादा किया": blog.comfy.org · रजिस्ट्री मैलवेयर समस्या: ComfyUI#11791 फ़्लो पॉडकास्ट #663 पर फैबियो अकिता: youtube.com रूफ़्लो का अपना मई ऑडिट: github.com/ruvnet/ruflo/blob/main/docs/reviews/in… · अप्रैल में स्वतंत्र ऑडिट: gist.github.com · जुलाई की सलाह: github.com/ruvnet/ruflo/security/advisories/GHSA-… पिछले सप्ताह का वीडियो: youtube.com · मेरा क्लाउड फ्लो वीडियो (अगस्त 2025): youtube.com फुटेज क्रेडिट: @codingwithabbas, @EricWTech @Oday_Hunter, @Banksy_said_hi, @MachineRoomDev, @betterstack, @ArchiveExplorer, @pixaroma, @MaciejDziuba, @FlowPodcast, @boltjz, @PortaliMasters, @gourceryt, @TheHackersNews, @genztechblog, @RayCodingCorner, @milesdeutscher, @bamitav, @rammcodes। क्लाउडफ्लेयर, ग्राफिफाई लैब्स, कॉम्फी ऑर्ग और रिपॉजिटरी की अपनी README फ़ाइलों से आधिकारिक फुटेज। @everestchris6 द्वारा मोशन ग्राफिक्स कंपोनेंट्स। इस वीडियो में मेरी आवाज़ का AI संस्करण इस्तेमाल किया गया है। 🔥 मास्टर एआई एजेंट्स + क्लाउड कोड + कोडेक्स फ्री कम्युनिटी ⬇️ shippingskool.com 🌙 ऑटोपायल... [id] 5 Repositori GitHub Gratis Lainnya yang Sedang Viral 5 repositori GitHub gratis lainnya yang menjadi viral minggu lalu, diurutkan berdasarkan jumlah bintang yang mereka peroleh di GitHub Trending. Video repositori minggu lalu mendapatkan hampir 90.000 penayangan dalam lima hari, jadi berikut bagian kedua: kemampuan audit keamanan Cloudflare (agen yang mencoba membantah bug satu sama lain), Graphify (basis kode Anda sebagai grafik pengetahuan), ComfyUI (AI berbasis node untuk gambar dan video, sekarang dengan MCP untuk Claude Code), AI Memory (satu memori yang digunakan bersama oleh Claude Code, Codex, dan 30+ agen), dan Ruflo, alat yang sebelumnya dikenal sebagai Claude Flow, dengan pembaruan jujur ​​selama 14 bulan. Untuk masing-masing: apa itu, bagaimana cara kerjanya langkah demi langkah, mengapa menjadi viral, dan apa yang perlu diwaspadai. Kemudian mana yang sebenarnya akan saya instal. CAP WAKTU 00:00 5 repositori lagi yang meledak minggu lalu 00:38 #5 Ruflo (sebelumnya Claude Flow) 02:43 Bergabunglah dengan Shipping Skool 03:03 #4 AI Memory 05:36 #3 ComfyUI 08:16 #2 Graphify 10:31 #1 Security-audit-skill Cloudflare 12:59 Mana yang sebenarnya akan saya instal POIN PENTING - Peringkat: bintang yang diperoleh di GitHub Trending (mingguan), ditarik 26 Oktober 2026. Orca dan HyperFrames dilewati (dibahas minggu lalu), dan OpenCode dipilih sendiri. - #1 security-audit-skill: +15.072 bintang dalam seminggu, #1 di GitHub Trending. Setiap kemungkinan bug akan ditangani oleh agen baru yang diberi tahu "Anda tidak menulis kandidat ini. Cobalah untuk membantahnya." Agen tersebut tidak pernah mengedit kode Anda. Salah satu penguji mengukur biaya sekitar $30 per eksekusi cepat dibandingkan dengan sekitar $2 untuk satu agen, dengan recall yang sama. - #2 Graphify: +6.903. Kode diuraikan secara lokal dengan tree-sitter (tanpa AI, gratis). Paket pip-nya adalah graphifyy (dua huruf y). Dalam satu pengujian independen, sesi Claude Code yang sebenarnya lebih mahal dengan Graphify, dengan jawaban yang sama. Instal Graphify untuk memahami kode Anda, bukan untuk mengurangi tagihan Anda. - #3 ComfyUI: +4.790. Hanya menjalankan apa yang berubah, dan setiap gambar yang disimpan membawa seluruh alur kerjanya. Comfy MCP resmi untuk Claude Code. Node kustom adalah Python dengan akses penuh ke mesin Anda: simpan di localhost dan instal node yang Anda percayai. - #4 AI Memory: +3.254. Tangkap, konsolidasikan, panggil kembali, serahkan, dalam markdown biasa di folder git. Ini merekam perintah dan panggilan alat Anda; filter rahasia adalah upaya terbaik dan tidak ada enkripsi saat istirahat. - #5 Ruflo: +2.987. Subagen Claude Code sendiri yang mengerjakan tugas; Ruflo yang mencatat pembukuannya. Audit mereka sendiri pada bulan Mei menemukan angka percepatan berasal dari fungsi angka acak; bug Docker 10/10 pada bulan Juli diperbaiki dalam sehari. Coba plugin ini dalam proyek percobaan. REPOS Cloudflare security-audit-skill: cloudflare/security-audit-skill Graphify: Graphify-Labs/graphify ComfyUI: Comfy-Org/ComfyUI AI Memory: akitaonrails/ai-memory Ruflo: ruvnet/ruflo SUMBER GitHub Trending (mingguan): github.com/trending Cloudflare, "Bangun sendiri alat pendeteksi kerentanan Anda": blog.cloudflare.com uji biaya security-audit-skill (masalah #20): security-audit-skill#20 · perbaikan yang menghapus fitur (masalah #88): security-audit-skill#88 Uji token independen Graphify (Machine Room): youtube.com · Masalah token nudge-hook: graphify#3435 Comfy, "Higgsfield berjanji untuk membuka sumber": blog.comfy.org · Masalah malware registri: ComfyUI#11791 Fabio Akita di Flow Podcast #663: youtube.com Audit Mei Ruflo sendiri: github.com/ruvnet/ruflo/blob/main/docs/reviews/in… · audit independen April: gist.github.com · advisori Juli: github.com/ruvnet/ruflo/security/advisories/GHSA-… Video minggu lalu: youtube.com · video Claude Flow saya (Agustus 2025): youtube.com Kredit cuplikan: @codingwithabbas, @EricWTech, @Oday_Hunter, @Banksy_said_hi, @MachineRoomDev, @betterstack, @ArchiveExplorer, @pixaroma, @MaciejDziuba, @FlowPodcast, @boltjz, @PortaliMasters, @gourceryt, @TheHackersNews, @genztechblog, @RayCodingCorner, @milesdeutscher, @bamitav, @rammcodes. Cuplikan resmi dari Cloudflare, Graphify Labs, Comfy Org, dan README repositori masing-masing. Komponen grafis gerak oleh @everestchris6. Video ini menggunakan versi AI dari suara saya. 🔥 Master AI Agents + Claude Code + Komunitas Codex GRA... [it] Altre 5 repo GitHub gratuite che stanno spopolando Altri 5 repository GitHub gratuiti che hanno spopolato la scorsa settimana, classificati in base alle stelle ottenute su GitHub Trending. Il video sui repository della scorsa settimana ha raggiunto quasi 90.000 visualizzazioni in cinque giorni, quindi ecco la seconda parte: la funzionalità di audit di sicurezza di Cloudflare (agenti che cercano di confutare i bug degli altri), Graphify (il tuo codice sorgente come un grafo della conoscenza), ComfyUI (immagini e video basati su IA e Node, ora con un MCP per Claude Code), AI Memory (una memoria condivisa da Claude Code, Codex e oltre 30 agenti) e Ruflo, lo strumento precedentemente noto come Claude Flow, con un aggiornamento completo dopo 14 mesi. Per ognuno: cos'è, come funziona passo dopo passo, perché ha avuto successo e a cosa prestare attenzione. Infine, quali installerei. TIMESTAMPS 00:00 Altri 5 repository che hanno avuto successo la scorsa settimana 00:38 #5 Ruflo (precedentemente Claude Flow) 02:43 Unisciti a Shipping Skool 03:03 #4 AI Memory 05:36 #3 ComfyUI 08:16 #2 Graphify 10:31 #1 Competenza di audit di sicurezza di Cloudflare 12:59 Quali installerei effettivamente PUNTI CHIAVE - Classifica: stelle guadagnate su GitHub Trending (settimanale), aggiornata al 26 ottobre 2026. Orca e HyperFrames sono stati esclusi (trattati la scorsa settimana), mentre OpenCode è stato scelto per scelta. - Competenza di audit di sicurezza n. 1: +15.072 stelle in una settimana, n. 1 su GitHub Trending. Ogni possibile bug viene inviato a un nuovo agente con il messaggio "Non hai scritto tu questo candidato. Prova a confutarlo". Non modifica mai il tuo codice. Un tester ha calcolato circa 30 dollari per un'esecuzione rapida contro circa 2 dollari per un singolo agente, con lo stesso livello di richiamo. - #2 Graphify: +6.903. Il codice viene analizzato localmente con tree-sitter (senza IA, gratuito). Il pacchetto pip è graphifyy (con due y). In un test indipendente, le sessioni reali di Claude Code con Graphify sono costate di più, pur ottenendo gli stessi risultati. Installatelo per comprendere il vostro codice, non per ridurre i costi. - #3 ComfyUI: +4.790. Esegue solo ciò che è cambiato e ogni immagine salvata contiene l'intero flusso di lavoro. MCP ufficiale di Comfy per Claude Code. I nodi personalizzati sono in Python con accesso completo alla vostra macchina: mantenetelo su localhost e installate i nodi di cui vi fidate. - #4 AI Memory: +3.254. Acquisisce, consolida, richiama e trasferisce il codice in formato Markdown semplice in una cartella Git. Registra i vostri prompt e le chiamate agli strumenti; il filtro per i segreti è "best effort" e non c'è crittografia dei dati a riposo. - #5 Ruflo: +2.987. Il lavoro viene svolto direttamente dai subagenti di Claude Code; Ruflo si occupa della contabilità. Un audit interno di maggio ha rilevato che un miglioramento delle prestazioni era dovuto a una funzione di generazione casuale; un bug di Docker, valutato con un punteggio di 10/10, è stato risolto a luglio in un solo giorno. Prova il plugin in un progetto di prova. I REPOSITION Cloudflare security-audit-skill: cloudflare/security-audit-skill Graphify: Graphify-Labs/graphify ComfyUI: Comfy-Org/ComfyUI AI Memory: akitaonrails/ai-memory Ruflo: ruvnet/ruflo FONTI GitHub Trending (settimanale): github.com/trending Cloudflare, "Crea il tuo strumento di analisi delle vulnerabilità": blog.cloudflare.com Test dei costi di security-audit-skill (problema n. 20): security-audit-skill#20 · Correzioni che hanno rimosso funzionalità (problema n. 88): Italiano: security-audit-skill#88 Test del token indipendente di Graphify (Machine Room): youtube.com · il problema del token nudge-hook: graphify#3435 Comfy, "Higgsfield ha promesso di rendere il codice open source": blog.comfy.org · problema del malware nel registro: ComfyUI#11791 Fabio Akita su Flow Podcast #663: youtube.com Audit di maggio di Ruflo: Italiano: github.com/ruvnet/ruflo/blob/main/docs/reviews/in… · Audit indipendente di aprile: gist.github.com · Avviso di sicurezza di luglio: github.com/ruvnet/ruflo/security/advisories/GHSA-… Video della scorsa settimana: youtube.com · Il mio video su Claude Flow (agosto 2025): youtube.com Crediti per il filmato: @codingwithabbas, @EricWTech, @Oday_Hunter, @Banksy_said_hi, @MachineRoomDev, @betterstack, @ArchiveExplorer, @pixaroma, @MaciejDziuba, @FlowPodcast, @boltjz, @P... [pt-BR] Mais 5 Repositórios Gratuitos do GitHub Bombando Mais 5 repositórios gratuitos do GitHub que bombaram na semana passada, classificados pelas estrelas que ganharam na seção "Em Alta" do GitHub. O vídeo sobre os repositórios da semana passada teve quase 90.000 visualizações em cinco dias, então aqui está a segunda parte: a ferramenta de auditoria de segurança da Cloudflare (agentes que tentam refutar os bugs uns dos outros), Graphify (seu código-fonte como um grafo de conhecimento), ComfyUI (IA para imagens e vídeos baseada em nós, agora com um MCP para Claude Code), AI Memory (uma memória compartilhada por Claude Code, Codex e mais de 30 agentes) e Ruflo, a ferramenta anteriormente conhecida como Claude Flow, com uma atualização honesta de 14 meses. Para cada um: o que é, como funciona passo a passo, por que bombou e com o que se deve ter cuidado. E quais eu realmente instalaria. MARCADORES DE TEMPO 00:00 Mais 5 repositórios que bombaram na semana passada 00:38 #5 Ruflo (anteriormente Claude Flow) 02:43 Junte-se à Shipping Skool 03:03 #4 AI Memory 05:36 #3 ComfyUI 08:16 #2 Graphify 10:31 #1 Security-audit-skill da Cloudflare 12:59 Quais eu realmente instalaria PONTOS PRINCIPAIS - Classificação: estrelas ganhas no GitHub Trending (semanal), removido em 26 de outubro de 2026. Orca e HyperFrames foram ignorados (já abordados na semana passada), e OpenCode foi escolhido. - Security-audit-skill nº 1: +15.072 estrelas em uma semana, nº 1 no GitHub Trending. Cada possível bug é enviado para um novo agente com a mensagem "Você não escreveu este candidato. Tente refutá-lo." Ele nunca edita seu código. Um testador mediu cerca de US$ 30 por execução rápida contra cerca de US$ 2 para um único agente, com a mesma taxa de recuperação. - #2 Graphify: +6.903. O código é analisado localmente com tree-sitter (sem IA, gratuito). O pacote pip é graphifyy (dois y's). Em um teste independente, sessões reais do Claude Code custaram mais com ele, com as mesmas respostas. Instale-o para entender seu código, não para reduzir sua conta. - #3 ComfyUI: +4.790. Executa apenas o que foi alterado e cada imagem salva carrega todo o seu fluxo de trabalho. Comfy MCP oficial para Claude Code. Os nós personalizados são Python com acesso total à sua máquina: mantenha-o no localhost e instale nós nos quais você confia. - #4 AI Memory: +3.254. Captura, consolidação, recuperação e transferência em markdown simples em uma pasta git. Ele grava seus prompts e chamadas de ferramentas; o filtro secreto é do tipo "melhor esforço" e não há criptografia em repouso. - #5 Ruflo: +2.987. Os próprios subagentes da Claude Code fazem o trabalho; Ruflo cuida da contabilidade. Uma auditoria interna realizada em maio constatou que um ganho de velocidade se devia a uma função de geração de números aleatórios; um bug do Docker, considerado crítico (10/10) em julho, foi corrigido em um dia. Experimente o plugin em um projeto de teste. OS REPOSITÓRIOS Cloudflare security-audit-skill: cloudflare/security-audit-skill Graphify: Graphify-Labs/graphify ComfyUI: Comfy-Org/ComfyUI AI Memory: akitaonrails/ai-memory Ruflo: ruvnet/ruflo FONTES GitHub Trending (semanal): github.com/trending Cloudflare, "Construa sua própria ferramenta de vulnerabilidade": blog.cloudflare.com Teste de custo do security-audit-skill (problema nº 20): security-audit-skill#20 · correções que removeram recursos (problema nº 88): security-audit-skill#88 Teste de token independente do Graphify (Machine Room): youtube.com · Problema com o token nudge-hook: graphify#3435 Comfy, "Higgsfield prometeu código aberto": blog.comfy.org · Problema com malware no registro: ComfyUI#11791 Fabio Akita no Flow Podcast #663: youtube.com Auditoria de maio da Ruflo: github.com/ruvnet/ruflo/blob/main/docs/reviews/in… · Auditoria independente de abril: gist.github.com · Aviso de julho: github.com/ruvnet/ruflo/security/advisories/GHSA-… Vídeo da semana passada: youtube.com · Meu vídeo sobre Claude Flow (agosto de 2025): youtube.com Créditos das imagens: @codingwithabbas, @EricWTech, @Oday_Hunter @Banksy_said_hi, @MachineRoomDev, @betterstack, @ArchiveExplorer, @pixaroma, @MaciejDziuba, @FlowPodcast, @boltjz, @PortaliMasters, @gourceryt, @TheHackersNews, @genztechblog, @RayCodingCorner, @milesdeutscher, @bamitav, @rammcodes. Imagens oficiais da Cloudflare, Graphify Labs, Comfy Org e dos próprios arquivos README dos repositórios. Componentes de motion graphics por @eve...