📖 The GitHub Repo That's a Book, Not Code Life Level Up Guide for the AI Era 🧠
Life Level Up Guide is an open book on GitHub by Han Xiankai (byoungd/up) for people learning English, AI, and real projects in the AI era. It is a continuously updated manuscript in Chinese and English, not a software library.
The guide starts with English as the door, then moves into AI learning, project work, startup failure, body recovery, and getting daily life back on your own terms. It is written for readers who want to use AI without handing judgment over to it.
The practice path is simple and repeatable:
✅ 5 minutes to pick a real problem and your current baseline
✅ 14 days to retest one change
✅ 90 days to decide whether the system stays
What you can download or copy:
✅ Full manuscript in Chinese and English
✅ EPUB and PDF files
✅ Worksheets for learning state, 90 day cycles, weekly reviews, English diagnostics, AI evaluation, and startup experiments
Topics covered include CEFR self testing, vocabulary, grammar, listening, reading, speaking, writing, overseas job search English, AI learning, AI projects and the resource layer, family learning for teens, communication, relationships, recovery, and long term action.
It is for lifelong learners, self directed students, developers, and anyone rebuilding their rhythm after a hard season. Licensed CC BY NC 4.0 for the text and MIT for the site code.
Grab the book, the worksheets, and the 90 day system in one place.
⭐ Comment 👉👉 LITERACY 👈👈 below and I'll drop the repo and the full install guide.
🔗 GitHub repo: byoungd/up
#lifelevelup #github #githubrepo #openbook #ailearning #ailiteracy #digital literacy #lifelonglearning #selfdirectedlearning #englishlearning #learnenglish #cefr #languagelearning #personal growth #selfimprovement #learning #education #studytips #learningjourney #90daychallenge #productivity #weeklyreview #aiprojects #developers #students #startupjourney #realworldprojects #personaldevelopment #growthmindset #learningresources
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노래는 멜론 차트, 오픈소스 인기 순위는? | GitHub 트렌딩 Top 10 (10월 1주)
이번 주(2026.09.29–10.07) GitHub 트렌딩 주간 순위를 10위부터 1위까지 정리했어요.
순위는 GitHub 트렌딩(weekly) 페이지 순서 그대로예요. 별 증가순이 아니고, 화면의 별 수치는 10/7 아침(06:00 KST) 수집 기준이라 그 뒤로 순서가 달라졌을 수 있어요.
순위 밖 2개는 이번 주 주간 목록에서 고르지 못해 10/7 일간 트렌딩에서 골랐어요. 타사 서비스 약관이나 계정 정지 위험이 있는 도구는 경고를 붙여 소개했어요. (주간 목록의 일부 저장소는 제외하고 10개를 정리했어요. 번호는 제외한 뒤 매긴 순번이고, 순서는 트렌딩 페이지 그대로예요)
10위 up — 중국어·영어 평생 학습 가이드 책(소프트웨어 아님). 10/2~10/6 새 장 추가, 본문은 비상업(CC BY-NC) 라이선스
9위 Agent-Reach — 에이전트가 웹·유튜브·레딧·트위터를 읽고 검색하게 하는 CLI. 이번 주 변경 0건. 쿠키 로그인 채널은 계정 정지 위험(설치 문서 경고), 7월 영상에서도 소개
8위 openGym — 내 서버에 올려 쓰는 운동·체중 기록 앱. 라이선스 AGPL-3.0(고쳐서 서비스하려면 소스 공개)
7위 yoinks — 터미널 영상 다운로더(yt-dlp 래퍼). 7/17 이후 커밋 없는데 npm 내려받기는 9/30에 급증. 다른 사람 영상은 이용약관 확인
6위 claude-mem — 에이전트 세션 간 기억 플러그인(9월 첫 주 영상에서 순위 밖으로 소개). 10/3~10/6 릴리스 10회, 기록된 코드 파일 전체 읽기 차단이 기본으로 켜짐
5위 PageIndex — 벡터 DB 없이 문서를 목차 트리로 만들고 모델이 트리를 따라 답을 찾는 방식. v0.2.21(10/1)에 트리 뼈대를 모델 없이 만드는 엔진 추가. 성능 수치는 개발사 자체 발표
4위 OpenShell — NVIDIA의 에이전트용 격리 런타임. 9/28 NVIDIA 발표. 익명 텔레메트리 수집(끄는 설정 있음)
3위 cursor/plugins — Cursor 플러그인 규격과 공식 모음. 9/28 기준 94개에서 4개 추가(greenhouse·dyl-stack·origin-apps·quickbooks-online, 현재 98개). 저장소 맨 위에 LICENSE 파일이 없어요(README는 MIT)
2위 hyperframes — HTML로 쓰면 영상으로 렌더(9월 중순 영상에서도 소개). 이번 주 맥·리눅스 데스크톱 앱(HeyGen 로그인 필요), 9/29~10/6 릴리스 50건 넘게
1위 openrig — 에이전트 여러 개를 한 팀으로 묶는 멀티 에이전트 하네스. 9/29~10/4 릴리스 5회. setup 실행 시 tmux·Claude Code 설정이 수정돼요(README 명시)
순위 밖(일간 트렌딩)
· rea — 에이전트용 리버스 엔지니어링 도구. 10/5 4.0.0·4.0.1, 10/6 4.1.0(IDA Pro 연동). 다른 회사 앱 분석은 약관 확인
· e2e — 자연어로 쓰는 E2E 테스트 프레임워크. 통과한 에이전트 동작은 다음부터 모델 호출 없이 재생. 텔레메트리 기본 켜짐
데이터: GitHub Trending weekly 2026-10-07 06:00 KST 수집 · 릴리스·커밋은 각 저장소 원문(GitHub API) 기준 9/29~10/6 · npm 내려받기는 npm API
▶ 레포 링크
mvschwarz/openrig
heygen-com/hyperframes
cursor/plugins
NVIDIA/OpenShell
VectifyAI/PageIndex
thedotmack/claude-mem
pablostanley/yoinks
DuarteSantos8/openGym
Panniantong/Agent-Reach
byoungd/up
morluto/rea
tester-army/e2e
▶ NVIDIA 발표(2026-09-28): nvidianews.nvidia.com
▶ GitHub 트렌딩: github.com/trending
▶ 유튜브 이용약관: youtube.com
화면 자료 출처: 각 저장소 README·docs 이미지(영어 원문 우선), 개념 설명 화면은 자체 제작 개념도(README·릴리스 노트 기준), NVIDIA 뉴스룸 보도자료(2026-09-28) 캡처, npm 일별 내려받기 수치, cursor/plugins marketplace.json 값, Agent-Reach README 원문 인용. 캡처는 2026-10-07 기준, 해설 목적의 인용이에요. 로고·이미지의 권리는 각 소유자에게 있어요.
#GitHub트렌딩 #오픈소스 #개발자 #AI에이전트 #ClaudeCode #깃허브 #개발꿀팁 #SoloStack
[en] Songs Have the Melon Chart. The Open-Source Chart? | GitHub Trending Top 10 (Week 1, October)
This week's (2026.09.29–10.07) GitHub Trending weekly ranking, from 10th to 1st.
The order is exactly as on GitHub's Trending (weekly) page. It's not by star growth, and star counts on screen are from a 10/7 morning snapshot (06:00 KST), so the order may have changed since.
The 2 picks outside the ranking came from 10/7 daily trending, since I couldn't pick them from this week's weekly list. Tools with third-party terms-of-service or account-ban risks are introduced with warnings. (Some repos on the weekly list were excluded, leaving 10; the numbers are the order after exclusion, and the sequence follows the trending page.)
10. up — a lifelong learning guide book in Chinese and English (not software). New chapters added 10/2–10/6; the text is under a non-commercial (CC BY-NC) license
9. Agent-Reach — a CLI that lets agents read and search the web, YouTube, Reddit and Twitter. 0 changes this week. Cookie-login channels risk account bans (warning in the install docs); also covered in a July video
8. openGym — a self-hosted workout and weight log app. License AGPL-3.0 (publish the source if you modify it and run it as a service)
7. yoinks — a terminal video downloader (a yt-dlp wrapper). No commits since 7/17, but npm downloads spiked on 9/30. Check the terms of service for other people's videos
6. claude-mem — a memory plugin across agent sessions (covered outside the ranking in the first-week-of-September video). 10 releases 10/3–10/6; blocking full re-reads of recorded code files is now on by default
5. PageIndex — turns documents into a table-of-contents tree without a vector DB, and the model follows the tree to find answers. v0.2.21 (10/1) adds an engine that builds the tree skeleton without a model. Performance figures are the developer's own
4. OpenShell — NVIDIA's isolated runtime for agents. Announced by NVIDIA 9/28. Collects anonymous telemetry (with a setting to turn it off)
3. cursor/plugins — Cursor's plugin spec and official collection. 4 added to the 94 as of 9/28 (greenhouse, dyl-stack, origin-apps, quickbooks-online; now 98). No LICENSE file at the repo root (README says MIT)
2. hyperframes — write HTML, render it to video (also covered in a mid-September video). This week, Mac and Linux desktop apps (HeyGen login required); over 50 releases 9/29–10/6
1. openrig — a multi-agent harness that bundles several agents into one team. 5 releases 9/29–10/4. Running setup modifies your tmux and Claude Code settings (stated in the README)
Outside the ranking (daily trending)
· rea — a reverse-engineering tool for agents. 4.0.0 and 4.0.1 on 10/5, 4.1.0 on 10/6 (IDA Pro integration). Check the terms when analyzing other companies' apps
· e2e — an E2E test framework written in natural language. Agent actions that pass are replayed afterward without model calls. Telemetry on by default
Data: GitHub Trending weekly, collected 2026-10-07 06:00 KST · releases and commits from each repo (GitHub API), 9/29–10/6 · npm downloads from the npm API
▶ Repo links
mvschwarz/openrig
heygen-com/hyperframes
cursor/plugins
NVIDIA/OpenShell
VectifyAI/PageIndex
thedotmack/claude-mem
pablostanley/yoinks
DuarteSantos8/openGym
Panniantong/Agent-Reach
byoungd/up
morluto/rea
tester-army/e2e
▶ NVIDIA announcement (2026-09-28): nvidianews.nvidia.com
▶ GitHub Trending: github.com/trending
▶ YouTube Terms of Service: youtube.com
On-screen material sources: each repo's README and docs images (English originals preferred); concept screens are our own diagrams (based on READMEs and release notes); NVIDIA newsroom press release (2026-09-28) capture; npm daily download figures; cursor/plugins marketplace.json values; a direct quote from the Agent-Reach README. Captures as of 2026-10-07, quoted for commentary. Logos and images belong to their respective owners.
#GitHubTrending #OpenSource #Developers #AIagents #ClaudeCode #GitHub #DevTips #SoloStack
[en-US] Melon Chart for Songs, But What About Open Source? | GitHub Trending Top 10 (1st Week of Oct)
I have compiled the GitHub Trending weekly rankings for this week (September 29–October 7, 2026), from 10th to 1st place.
The rankings follow the exact order on the GitHub Trending (weekly) page. They are not sorted by star increase, and since the star counts on the screen were collected on the morning of October 7 (06:00 KST), the order may have changed since then.
I was unable to select two items from this week's weekly list, so I chose them from the October 7 daily trending list. Tools that violate third-party service terms or carry a risk of account suspension have been introduced with warnings. (I have compiled 10 items, excluding some repositories from the weekly list. The numbers are assigned after the exclusion, but the order is exactly as it appears on the trending page.)
10th Place up — Chinese and English Lifelong Learning Guidebook (Not Software). 10/2~10/6 New chapter added, content licensed as non-commercial (CC BY-NC)
9th Agent-Reach — A CLI that allows agents to read and search the web, YouTube, Reddit, and Twitter. 0 changes this week. Cookie login channels carry a risk of account suspension (warning in installation documentation), also featured in the July video.
8th openGym — A workout and weight tracking app hosted on your own server. Licensed AGPL-3.0 (source must be disclosed if you want to modify and provide the service).
7th yoinks — Terminal video downloader (yt-dlp wrapper). No commits since 7/17, but npm downloads surged on 9/30. Check terms of service for other people's videos.
6th claude-mem — An agent session memory plugin (introduced out of the rankings in the first week of September video). 10/3~10/6 10 releases, blocking full reading of recorded code files is enabled by default.
5th PageIndex — A method that creates a table of contents tree for documents without a vector DB, allowing the model to find the answer by following the tree. Added an engine to create tree skeletons without models in v0.2.21 (10/1). Performance figures released by the developer.
4th Place OpenShell — NVIDIA’s isolation runtime for agents. Announced by NVIDIA on 9/28. Collects anonymous telemetry (setting available to disable).
3rd Place cursor/plugins — Cursor plugin specification and official collection. Added 4 from 94 as of 9/28 (greenhouse, dyl-stack, origin-apps, quickbooks-online; currently 98). There is no LICENSE file at the top of the repository (README is MIT).
2nd Place hyperframes — Renders as video when written in HTML (also introduced in a mid-September video). Mac and Linux desktop apps this week (HeyGen login required), over 50 releases from 9/29 to 10/6.
1st Place openrig — Multi-agent harness that groups multiple agents into a single team. 5 releases from 9/29 to 10/4. Running setup modifies tmux and Claude Code settings (specify README)
Out of Rank (Daily Trending)
· rea — Reverse engineering tool for agents. 10/5 4.0.0·4.0.1, 10/6 4.1.0 (IDA Pro integration). Check terms for analyzing apps from other companies.
· e2e — E2E testing framework written in natural language. Agent actions that pass will be replayed without model calls from now on. Telemetry enabled by default.
Data: Collected on GitHub Trending weekly 2026-10-07 06:00 KST · Releases and commits are based on the source of each repository (GitHub API) 9/29~10/6 · npm downloads are via the npm API
▶ Repo Links
mvschwarz/openrig
heygen-com/hyperframes
cursor/plugins
NVIDIA/OpenShell
VectifyAI/PageIndex
thedotmack/claude-mem
pablostanley/yoinks
DuarteSantos8/openGym
Panniantong/Agent-Reach
byoungd/up
morluto/rea
tester-army/e2e
▶ NVIDIA Announcement (2026-09-28): nvidianews.nvidia.com
▶ GitHub Trending: github.com/trending
▶ YouTube Terms of Service: youtube.com
Screen data sources: Images from each repository's README and docs (English originals prioritized), concept explanation screens are self-created concept diagrams (based on README and release notes), NVIDIA Newsroom press release (2026-09-28) captures, daily npm download figures, cursor/plugins marketplace.json values, and quotes from the Agent-Reach README original. Captures are based on 2026-10-07 and are cited for explanatory purposes. Rights to logos and images belong to their respective owners.
#GitHubTrending #OpenSource #Developer #AIAgent #ClaudeCode #GitHub #DevelopmentTips #SoloStack
254 likes · 14 comments · 9,758 views
Mentions
学英语，别再靠背单词、刷题瞎忙活了，这话你认同吧？ GitHub上有个超火的项目English-level-up-tips，已经拿下6万+Star，把英语学习拆成了一条完整路径。 从词汇、听力、阅读、口语、写作，到怎么结合ChatGPT、Claude、Gemini搭建自己的AI学习系统，全都有详细教程。 byoungd/English-level-up-tips t.co
学英语最烦收藏一堆博主推荐，用的时候全找不到。这份开源清单按场景分好了：听力、口语、阅读、游戏、考试、儿童英语，BBC、VOA、分级播客都在里面，README 中英双语。我最常用的是考试和听力两栏。仓库：byoungd/English-level-up-tips t.co
有一份英语学习指南，70000 收藏，我去瞅了一眼，确实有点门道。 核心就一句：你从前学英语的路子，从根上就跑偏了。 ① 不背单词 ② 不刷题 ③ AI+科学方法 ④ 像学母语一样习得 信不信由你，反正这思路跟我一直讲的是一回事。 🔗 byoungd/English-level-up-tips t.co
《人生进阶指南》从英语系统讲起：词汇、听力、阅读、口语、写作。 再写把 ChatGPT、Claude、Gemini 放进学习流程，以及作者创业失败和身体恢复的复盘。挺不的错 传送byoungd/up t.co
📖 The GitHub Repo That's a Book, Not Code Life Level Up Guide for the AI Era 🧠 Life Level Up Guide is an open book on GitHub by Han Xiankai (byoungd/up) for people learning English, AI, and real projects in the AI era. It is a continuously updated manuscript in Chinese and English, not a software library. The guide starts with English as the door, then moves into AI learning, project work, startup failure, body recovery, and getting daily life back on your own terms. It is written for readers who want to use AI without handing judgment over to it. The practice path is simple and repeatable: ✅ 5 minutes to pick a real problem and your current baseline ✅ 14 days to retest one change ✅ 90 days to decide whether the system stays What you can download or copy: ✅ Full manuscript in Chinese and English ✅ EPUB and PDF files ✅ Worksheets for learning state, 90 day cycles, weekly reviews, English diagnostics, AI evaluation, and startup experiments Topics covered include CEFR self testing, vocabulary, grammar, listening, reading, speaking, writing, overseas job search English, AI learning, AI projects and the resource layer, family learning for teens, communication, relationships, recovery, and long term action. It is for lifelong learners, self directed students, developers, and anyone rebuilding their rhythm after a hard season. Licensed CC BY NC 4.0 for the text and MIT for the site code. Grab the book, the worksheets, and the 90 day system in one place. ⭐ Comment 👉👉 LITERACY 👈👈 below and I'll drop the repo and the full install guide. 🔗 GitHub repo: byoungd/up #lifelevelup #github #githubrepo #openbook #ailearning #ailiteracy #digital literacy #lifelonglearning #selfdirectedlearning #englishlearning #learnenglish #cefr #languagelearning #personal growth #selfimprovement #learning #education #studytips #learningjourney #90daychallenge #productivity #weeklyreview #aiprojects #developers #students #startupjourney #realworldprojects #personaldevelopment #growthmindset #learningresources
노래는 멜론 차트, 오픈소스 인기 순위는? | GitHub 트렌딩 Top 10 (10월 1주) 이번 주(2026.09.29–10.07) GitHub 트렌딩 주간 순위를 10위부터 1위까지 정리했어요. 순위는 GitHub 트렌딩(weekly) 페이지 순서 그대로예요. 별 증가순이 아니고, 화면의 별 수치는 10/7 아침(06:00 KST) 수집 기준이라 그 뒤로 순서가 달라졌을 수 있어요. 순위 밖 2개는 이번 주 주간 목록에서 고르지 못해 10/7 일간 트렌딩에서 골랐어요. 타사 서비스 약관이나 계정 정지 위험이 있는 도구는 경고를 붙여 소개했어요. (주간 목록의 일부 저장소는 제외하고 10개를 정리했어요. 번호는 제외한 뒤 매긴 순번이고, 순서는 트렌딩 페이지 그대로예요) 10위 up — 중국어·영어 평생 학습 가이드 책(소프트웨어 아님). 10/2~10/6 새 장 추가, 본문은 비상업(CC BY-NC) 라이선스 9위 Agent-Reach — 에이전트가 웹·유튜브·레딧·트위터를 읽고 검색하게 하는 CLI. 이번 주 변경 0건. 쿠키 로그인 채널은 계정 정지 위험(설치 문서 경고), 7월 영상에서도 소개 8위 openGym — 내 서버에 올려 쓰는 운동·체중 기록 앱. 라이선스 AGPL-3.0(고쳐서 서비스하려면 소스 공개) 7위 yoinks — 터미널 영상 다운로더(yt-dlp 래퍼). 7/17 이후 커밋 없는데 npm 내려받기는 9/30에 급증. 다른 사람 영상은 이용약관 확인 6위 claude-mem — 에이전트 세션 간 기억 플러그인(9월 첫 주 영상에서 순위 밖으로 소개). 10/3~10/6 릴리스 10회, 기록된 코드 파일 전체 읽기 차단이 기본으로 켜짐 5위 PageIndex — 벡터 DB 없이 문서를 목차 트리로 만들고 모델이 트리를 따라 답을 찾는 방식. v0.2.21(10/1)에 트리 뼈대를 모델 없이 만드는 엔진 추가. 성능 수치는 개발사 자체 발표 4위 OpenShell — NVIDIA의 에이전트용 격리 런타임. 9/28 NVIDIA 발표. 익명 텔레메트리 수집(끄는 설정 있음) 3위 cursor/plugins — Cursor 플러그인 규격과 공식 모음. 9/28 기준 94개에서 4개 추가(greenhouse·dyl-stack·origin-apps·quickbooks-online, 현재 98개). 저장소 맨 위에 LICENSE 파일이 없어요(README는 MIT) 2위 hyperframes — HTML로 쓰면 영상으로 렌더(9월 중순 영상에서도 소개). 이번 주 맥·리눅스 데스크톱 앱(HeyGen 로그인 필요), 9/29~10/6 릴리스 50건 넘게 1위 openrig — 에이전트 여러 개를 한 팀으로 묶는 멀티 에이전트 하네스. 9/29~10/4 릴리스 5회. setup 실행 시 tmux·Claude Code 설정이 수정돼요(README 명시) 순위 밖(일간 트렌딩) · rea — 에이전트용 리버스 엔지니어링 도구. 10/5 4.0.0·4.0.1, 10/6 4.1.0(IDA Pro 연동). 다른 회사 앱 분석은 약관 확인 · e2e — 자연어로 쓰는 E2E 테스트 프레임워크. 통과한 에이전트 동작은 다음부터 모델 호출 없이 재생. 텔레메트리 기본 켜짐 데이터: GitHub Trending weekly 2026-10-07 06:00 KST 수집 · 릴리스·커밋은 각 저장소 원문(GitHub API) 기준 9/29~10/6 · npm 내려받기는 npm API ▶ 레포 링크 mvschwarz/openrig heygen-com/hyperframes cursor/plugins NVIDIA/OpenShell VectifyAI/PageIndex thedotmack/claude-mem pablostanley/yoinks DuarteSantos8/openGym Panniantong/Agent-Reach byoungd/up morluto/rea tester-army/e2e ▶ NVIDIA 발표(2026-09-28): nvidianews.nvidia.com ▶ GitHub 트렌딩: github.com/trending ▶ 유튜브 이용약관: youtube.com 화면 자료 출처: 각 저장소 README·docs 이미지(영어 원문 우선), 개념 설명 화면은 자체 제작 개념도(README·릴리스 노트 기준), NVIDIA 뉴스룸 보도자료(2026-09-28) 캡처, npm 일별 내려받기 수치, cursor/plugins marketplace.json 값, Agent-Reach README 원문 인용. 캡처는 2026-10-07 기준, 해설 목적의 인용이에요. 로고·이미지의 권리는 각 소유자에게 있어요. #GitHub트렌딩 #오픈소스 #개발자 #AI에이전트 #ClaudeCode #깃허브 #개발꿀팁 #SoloStack [en] Songs Have the Melon Chart. The Open-Source Chart? | GitHub Trending Top 10 (Week 1, October) This week's (2026.09.29–10.07) GitHub Trending weekly ranking, from 10th to 1st. The order is exactly as on GitHub's Trending (weekly) page. It's not by star growth, and star counts on screen are from a 10/7 morning snapshot (06:00 KST), so the order may have changed since. The 2 picks outside the ranking came from 10/7 daily trending, since I couldn't pick them from this week's weekly list. Tools with third-party terms-of-service or account-ban risks are introduced with warnings. (Some repos on the weekly list were excluded, leaving 10; the numbers are the order after exclusion, and the sequence follows the trending page.) 10. up — a lifelong learning guide book in Chinese and English (not software). New chapters added 10/2–10/6; the text is under a non-commercial (CC BY-NC) license 9. Agent-Reach — a CLI that lets agents read and search the web, YouTube, Reddit and Twitter. 0 changes this week. Cookie-login channels risk account bans (warning in the install docs); also covered in a July video 8. openGym — a self-hosted workout and weight log app. License AGPL-3.0 (publish the source if you modify it and run it as a service) 7. yoinks — a terminal video downloader (a yt-dlp wrapper). No commits since 7/17, but npm downloads spiked on 9/30. Check the terms of service for other people's videos 6. claude-mem — a memory plugin across agent sessions (covered outside the ranking in the first-week-of-September video). 10 releases 10/3–10/6; blocking full re-reads of recorded code files is now on by default 5. PageIndex — turns documents into a table-of-contents tree without a vector DB, and the model follows the tree to find answers. v0.2.21 (10/1) adds an engine that builds the tree skeleton without a model. Performance figures are the developer's own 4. OpenShell — NVIDIA's isolated runtime for agents. Announced by NVIDIA 9/28. Collects anonymous telemetry (with a setting to turn it off) 3. cursor/plugins — Cursor's plugin spec and official collection. 4 added to the 94 as of 9/28 (greenhouse, dyl-stack, origin-apps, quickbooks-online; now 98). No LICENSE file at the repo root (README says MIT) 2. hyperframes — write HTML, render it to video (also covered in a mid-September video). This week, Mac and Linux desktop apps (HeyGen login required); over 50 releases 9/29–10/6 1. openrig — a multi-agent harness that bundles several agents into one team. 5 releases 9/29–10/4. Running setup modifies your tmux and Claude Code settings (stated in the README) Outside the ranking (daily trending) · rea — a reverse-engineering tool for agents. 4.0.0 and 4.0.1 on 10/5, 4.1.0 on 10/6 (IDA Pro integration). Check the terms when analyzing other companies' apps · e2e — an E2E test framework written in natural language. Agent actions that pass are replayed afterward without model calls. Telemetry on by default Data: GitHub Trending weekly, collected 2026-10-07 06:00 KST · releases and commits from each repo (GitHub API), 9/29–10/6 · npm downloads from the npm API ▶ Repo links mvschwarz/openrig heygen-com/hyperframes cursor/plugins NVIDIA/OpenShell VectifyAI/PageIndex thedotmack/claude-mem pablostanley/yoinks DuarteSantos8/openGym Panniantong/Agent-Reach byoungd/up morluto/rea tester-army/e2e ▶ NVIDIA announcement (2026-09-28): nvidianews.nvidia.com ▶ GitHub Trending: github.com/trending ▶ YouTube Terms of Service: youtube.com On-screen material sources: each repo's README and docs images (English originals preferred); concept screens are our own diagrams (based on READMEs and release notes); NVIDIA newsroom press release (2026-09-28) capture; npm daily download figures; cursor/plugins marketplace.json values; a direct quote from the Agent-Reach README. Captures as of 2026-10-07, quoted for commentary. Logos and images belong to their respective owners. #GitHubTrending #OpenSource #Developers #AIagents #ClaudeCode #GitHub #DevTips #SoloStack [en-US] Melon Chart for Songs, But What About Open Source? | GitHub Trending Top 10 (1st Week of Oct) I have compiled the GitHub Trending weekly rankings for this week (September 29–October 7, 2026), from 10th to 1st place. The rankings follow the exact order on the GitHub Trending (weekly) page. They are not sorted by star increase, and since the star counts on the screen were collected on the morning of October 7 (06:00 KST), the order may have changed since then. I was unable to select two items from this week's weekly list, so I chose them from the October 7 daily trending list. Tools that violate third-party service terms or carry a risk of account suspension have been introduced with warnings. (I have compiled 10 items, excluding some repositories from the weekly list. The numbers are assigned after the exclusion, but the order is exactly as it appears on the trending page.) 10th Place up — Chinese and English Lifelong Learning Guidebook (Not Software). 10/2~10/6 New chapter added, content licensed as non-commercial (CC BY-NC) 9th Agent-Reach — A CLI that allows agents to read and search the web, YouTube, Reddit, and Twitter. 0 changes this week. Cookie login channels carry a risk of account suspension (warning in installation documentation), also featured in the July video. 8th openGym — A workout and weight tracking app hosted on your own server. Licensed AGPL-3.0 (source must be disclosed if you want to modify and provide the service). 7th yoinks — Terminal video downloader (yt-dlp wrapper). No commits since 7/17, but npm downloads surged on 9/30. Check terms of service for other people's videos. 6th claude-mem — An agent session memory plugin (introduced out of the rankings in the first week of September video). 10/3~10/6 10 releases, blocking full reading of recorded code files is enabled by default. 5th PageIndex — A method that creates a table of contents tree for documents without a vector DB, allowing the model to find the answer by following the tree. Added an engine to create tree skeletons without models in v0.2.21 (10/1). Performance figures released by the developer. 4th Place OpenShell — NVIDIA’s isolation runtime for agents. Announced by NVIDIA on 9/28. Collects anonymous telemetry (setting available to disable). 3rd Place cursor/plugins — Cursor plugin specification and official collection. Added 4 from 94 as of 9/28 (greenhouse, dyl-stack, origin-apps, quickbooks-online; currently 98). There is no LICENSE file at the top of the repository (README is MIT). 2nd Place hyperframes — Renders as video when written in HTML (also introduced in a mid-September video). Mac and Linux desktop apps this week (HeyGen login required), over 50 releases from 9/29 to 10/6. 1st Place openrig — Multi-agent harness that groups multiple agents into a single team. 5 releases from 9/29 to 10/4. Running setup modifies tmux and Claude Code settings (specify README) Out of Rank (Daily Trending) · rea — Reverse engineering tool for agents. 10/5 4.0.0·4.0.1, 10/6 4.1.0 (IDA Pro integration). Check terms for analyzing apps from other companies. · e2e — E2E testing framework written in natural language. Agent actions that pass will be replayed without model calls from now on. Telemetry enabled by default. Data: Collected on GitHub Trending weekly 2026-10-07 06:00 KST · Releases and commits are based on the source of each repository (GitHub API) 9/29~10/6 · npm downloads are via the npm API ▶ Repo Links mvschwarz/openrig heygen-com/hyperframes cursor/plugins NVIDIA/OpenShell VectifyAI/PageIndex thedotmack/claude-mem pablostanley/yoinks DuarteSantos8/openGym Panniantong/Agent-Reach byoungd/up morluto/rea tester-army/e2e ▶ NVIDIA Announcement (2026-09-28): nvidianews.nvidia.com ▶ GitHub Trending: github.com/trending ▶ YouTube Terms of Service: youtube.com Screen data sources: Images from each repository's README and docs (English originals prioritized), concept explanation screens are self-created concept diagrams (based on README and release notes), NVIDIA Newsroom press release (2026-09-28) captures, daily npm download figures, cursor/plugins marketplace.json values, and quotes from the Agent-Reach README original. Captures are based on 2026-10-07 and are cited for explanatory purposes. Rights to logos and images belong to their respective owners. #GitHubTrending #OpenSource #Developer #AIAgent #ClaudeCode #GitHub #DevelopmentTips #SoloStack
Sent a friend the Life Level-Up Guide, the Chinese book blowing up on GitHub. Their verdict: the whole book rests on one question, separating facts from interpretations of facts. Untrained, we stitch facts and feelings into strange theories. byoungd/up #Learning
“你以前学英语的方式，从根本上就错了。” 这句话，是 GitHub 上那份 4.4 万收藏的英语指南的核心。 它没绕弯子：传统死记硬背那条路，几乎处处是坑。 真正跑得通的路径，跟大多数人的直觉正好相反。 🔗：byoungd/English-level-up-tips t.co