现已上线！2025 年 Telegram 研究 — 年度关键洞察 
GitHub Trends
前往频道在 Telegram
See what the GitHub community is most excited about today. A bot automatically fetches new repositories from https://github.com/trending and sends them to the channel. Author and maintainer: https://github.com/katursis
显示更多未指定国家技术与应用11 561
📈 Telegram 频道 GitHub Trends 的分析概览
频道 GitHub Trends (@githubtrending) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 10 764 名订阅者，在 技术与应用 类别中位列第 11 561。
📊 受众指标与增长动态
自 невідомо 创建以来，项目保持高速增长，吸引了 10 764 名订阅者。
根据 05 六月, 2026 的最新数据，频道保持稳定运转。过去 30 天订阅人数变化为 207，过去 24 小时变化为 1，整体触达仍然可观。
- 认证状态： 未认证
- 互动率 (ER)： 平均受众互动率为 5.52%。内容发布后 24 小时内通常能获得 2.81% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 594 次浏览，首日通常累积 302 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 1。
- 主题关注点： 内容集中在 linux, workflow, setup, claude, command 等核心主题上。
📝 描述与内容策略
作者将该频道定位为表达主观观点的平台：
“See what the GitHub community is most excited about today.
A bot automatically fetches new repositories from https://github.com/trending and sends them to the channel.
Author and maintainer: https://github.com/katursis”
凭借高频更新（最新数据采集于 06 六月, 2026），频道始终保持新鲜度与高覆盖。分析显示受众积极互动，使其成为 技术与应用 类别中的关键影响点。
10 764
订阅者
+124 小时
+427 天
+20730 天
帖子存档
10 764
#csharp #agent_skills
.NET Agent Skills is a set of curated skills and custom agents for coding tools that help with common .NET tasks like coding, data access, debugging, builds, NuGet, upgrades, MAUI, AI, templates, testing, ASP.NET, and new .NET 11 features. You can install them in Copilot CLI, Claude Code, VS Code, Cursor, or Codex CLI. The benefit is faster, more accurate .NET help with less guesswork, so you can build, fix, and improve projects more easily.
https://github.com/dotnet/skills
10 764
#go #hysteria #hysteria2 #naive_proxy #shadowsocks #shadowtls #sing_box #trojan #tuic #vless #vmess
S-UI is a web panel for managing SagerNet/Sing-Box. It supports many protocols, several languages, traffic routing, client and system status, and subscription links. It runs on Linux, Windows, and partly on macOS, and can be installed by script, manually, or with Docker. It also supports HTTPS and dark/light mode. This helps you set up and control your proxy service more easily from one place.
https://github.com/alireza0/s-ui
10 764
#jupyter_notebook #gemini #large_language_models #llm #openai #training #transformers
This project shows how to build and train a transformer language model from scratch in PyTorch. It uses the Pile dataset, tokenizes text with tiktoken, and stores tokens in HDF5 files for faster training. The code includes attention, MLP, transformer blocks, training, saving, and text generation. The benefit is that you can learn how LLMs work and train your own small or large model on a single GPU, then use it to generate text for your own tasks.
https://github.com/FareedKhan-dev/train-llm-from-scratch
10 764
#python #agents #ai #ai_agents #ai_engineering #computer_vision #course #deep_learning #from_scratch #generative_ai #llm #machine_learning #mcp #nlp #python #reinforcement_learning #rust #swarm_intelligence #transformers #tutorial #typescript
This is a free MIT learning guide for AI engineering with 428 lessons in 20 phases. It teaches you AI from the math up, then moves into machine learning, deep learning, LLMs, agents, tools, safety, and production. Each lesson helps you build useful code or AI tools, not just read theory. You can start at the right level, follow a clear path, and keep reusable artifacts for real work. The benefit is simple: you learn how AI actually works and gain practical skills you can use to build and ship better AI systems.
https://github.com/rohitg00/ai-engineering-from-scratch
10 764
#javascript #anime #anime_downloader #anime_scraper #downloader #electron #modern_ui #movies #movies_streaming #piracy #series #streaming #streaming_video #tmdb_api #tv
Streambert is a cross-platform desktop app for streaming and downloading movies, TV shows, and anime with no ads or tracking. It also gives subtitles, a library, trending picks, and customization. You can use it to watch and save content faster, keep things organized, and enjoy a more private viewing experience.
https://github.com/truelockmc/streambert
10 764
#typescript #api #gateway #whatsapp
OpenWA is a free, open-source WhatsApp API gateway for developers. It gives you full control, no vendor lock-in, and supports sessions, webhooks, messages, groups, and a web dashboard. It works with SQLite or PostgreSQL, Redis, local or S3 storage, and Docker. The benefit is faster setup, flexible scaling, and secure WhatsApp automation with clear docs and simple API access.
https://github.com/rmyndharis/OpenWA
10 764
#typescript #ai_agent #ai_coding_agent #anthropic #bun #claude #cli #coding_assistant #llm #mcp #multi_provider #openai #rust #terminal #tui #typescript
omp is a coding agent with the IDE built in. It works on macOS, Linux, and Windows, and gives you many tools for reading, editing, searching, debugging, browser use, and subagents. It can use lots of AI providers and model choices, and it is made to work well right away with real coding tasks. The benefit for you is faster, more accurate coding help in one place, with less setup and fewer extra tools.
https://github.com/can1357/oh-my-pi
10 764
#go
Files.md is a simple, private app for plain `.md` files. It lets you store notes, documents, journals, tasks, and checklists on your device, with no data sent to a server. You can use it offline, sync later if you want, and even connect it to a chatbot or your own server. The main benefit is clear: you keep full control of your files and can think, write, and organize ideas in one calm place.
https://github.com/zakirullin/files.md
10 764
#cplusplus
OpenToonz is a free 2D animation program for Windows, macOS, Linux, and BSD. It comes from Studio Ghibli and Toonz Studio, and you can download it, build it from source, or help test and improve it. The main benefit is that it gives you a powerful tool to make animations, with open licensing that allows personal or business use.
https://github.com/opentoonz/opentoonz
10 764
#rust #agentic_coding #ai_coding #anthropic #claude_code #cli #command_line_tool #cost_reduction #developer_tools #llm #open_source #productivity #rust #token_optimization
RTK is a fast command-line proxy for AI tools that cuts token use by 60–90% by cleaning and shrinking command output before it reaches the model. It works with many tools and commands, including Git, tests, builds, and cloud tools, with very little delay. This helps you save money, keep responses shorter, and use AI coding tools more efficiently.
https://github.com/rtk-ai/rtk
10 764
#python #agentic_aigc #video_generation
ViMax is an AI tool that can turn an idea, story, novel, or script into a video by itself. It helps with writing the script, planning scenes, choosing reference images, keeping characters consistent, and making the final video. This saves time and makes video creation easier for you, especially if you want to make videos without doing all the technical work.
https://github.com/HKUDS/ViMax
10 764
#css
PhotoGIMP is a free patch for GIMP that makes it look and work more like Adobe Photoshop, with Photoshop-style tools, shortcuts, and a bigger canvas area. It works on GIMP 3.0 or newer on Linux, Windows, and macOS, and it changes only settings files, not your brushes or plug-ins. The main benefit is that if you know Photoshop, you can start using GIMP faster and feel more comfortable right away.
https://github.com/Diolinux/PhotoGIMP
10 764
#jupyter_notebook #estimation #perception #robotics #sensorfusion
GTSAM is an open-source C++ library for robot and vision work that helps with mapping and tracking by using factor graphs and Bayes networks. It also has Python and MATLAB support, so you can use it in more than one language. This helps you build more accurate and efficient systems for navigation, SLAM, and IMU data without starting from scratch.
https://github.com/borglab/gtsam
10 764
#batchfile #flighthub #powershell #scripts #tweaks #windows #windows_10 #windows_11 #windows10 #windows11
Awesome Win11 is a guide and script collection for changing Windows 11 with PowerShell and registry tweaks. It helps you adjust the look and behavior of the system, remove or restore apps, change the taskbar, Explorer, and context menu, and disable features like updates, Defender, Cortana, and Edge settings. The benefit is more control, a cleaner desktop, and easier setup without using many third-party tools. Use it carefully, because some changes can break updates or reduce security.
https://github.com/awesome-windows11/windows11
10 764
#c_lang #bldc #control #field_oriented_control #foc #hoverboard #motor
This project changes stock hoverboard firmware to use FOC motor control, which can make the motors run more smoothly, more quietly, and with better efficiency, while also allowing higher top speed through field weakening. It supports several control modes and input types, plus safety limits for speed and current. For you, this can mean better ride feel, lower power use, and more flexible ways to build hovercars, boards, robots, or other custom projects.
https://github.com/EFeru/hoverboard-firmware-hack-FOC
10 764
#python
CLI-Anything turns software into agent-ready command line tools, so AI agents can use real apps through simple text commands instead of fragile GUI steps. It supports one-command setup, a 7-step build process, JSON output, REPL use, and a CLI-Hub for browsing and installing tools. The benefit to you is faster automation, less setup work, and more reliable control of software like Blender, GIMP, LibreOffice, and many others.
https://github.com/HKUDS/CLI-Anything
10 764
#python #ai_agents #amd #comfyui #docker #llama_cpp #llm #local_ai #n8n #nvidia #open_webui #rag #self_hosted #speech_to_text #strix_halo #text_to_speech #workflow_automation
Dream Server lets you run AI on your own machine instead of renting it from a cloud service. It works on Linux, Windows, and macOS, and it can set up chat, voice, agents, search, image tools, and privacy tools with one command. The main benefit is more control: your data stays with you, costs can be lower, and you can keep using AI even without a cloud account.
https://github.com/Light-Heart-Labs/DreamServer
10 764
#typescript #agent #ai #antigravity #claude_code #copilot #cursor #skills
Agent Skills is a safe, tested library of skills that adds new powers to AI coding tools like Cursor, Claude Code, and Copilot. It gives you ready-made workflows for planning, cloud help, browser testing, design-to-code, and security review. You can install or update skills with a simple command, and the tool keeps them cached for offline use. This helps you work faster, reduce mistakes, and use AI agents with more trust and control.
https://github.com/tech-leads-club/agent-skills
10 764
#python #ai #ai_agents #conversational_ai #fastapi #llm #nextjs #open_source #outbound_calls #pipecat #python #self_hosted #speech_to_text #telephony #text_to_speech #voice #voice_agents #voice_ai #voice_assistant #voip #webrtc
Dograh AI is an open-source, self-hostable tool for building voice agents with a drag-and-drop workflow. You can start fast, run it on your own server, use your own LLM, TTS, and STT services, and avoid vendor lock-in. The benefit to you is more control, more privacy, and a working voice bot in minutes without needing API keys.
https://github.com/dograh-hq/dograh
10 764
#jupyter_notebook #agent #agent_framework #agents #ai_agents #deployment #genai #generative_ai #langgraph #llm #llms #mlops #production #python #tutorials
Agents Towards Production is a free open-source guide for building AI agents that work in real products. It gives runnable tutorials on memory, tools, search, deployment, security, monitoring, testing, and user interfaces. You can use it to learn faster, build with less guesswork, and move from a simple prototype to a more reliable, scalable agent system.
https://github.com/NirDiamant/agents-towards-production
