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10 514
📈 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 11 874 名订阅者,在 技术与应用 类别中位列第 10 514。
📊 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 11 874 名订阅者。
根据 29 十月, 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 226,过去 24 小时变化为 5,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 6.06%。内容发布后 24 小时内通常能获得 N/A% 的反应,占订阅者总量。
- 帖子覆盖: 每篇帖子平均可获得 0 次浏览,首日通常累积 0 次浏览。
- 互动与反馈: 受众积极参与,单帖平均反应数为 0。
- 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 30 十月, 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。
11 874
订阅者
+524 小时
+497 天
+22630 天
帖子存档
11 875
#other #playwright
Playwright CLI is a simple command-line tool for browser automation that works best with coding agents like Claude or GitHub Copilot. Install it globally with `npm install -g @playwright/cli@latest`, then use commands like `open`, `type`, `click`, `screenshot` to control browsers efficiently without loading heavy page data. It saves tokens for faster AI tasks on large codebases. You benefit by automating web tests, taking screenshots, and managing sessions quickly, making your coding and testing workflows smoother and more reliable.
https://github.com/microsoft/playwright-cli
11 875
#python #academic_papers #conference_presentations #security_reviews
Trail of Bits offers free security resources like academic papers on bug-finding tools, white papers on AI risks and blockchain, guides for secure smart contracts and testing, and public audit reports for clients like Uniswap, Scroll, and Offchain Labs. They cover automated bug detection, cryptography, mobile security, and AI/ML threats, with recent 2024-2026 reviews of Solana, Ethereum, and more. You benefit by accessing expert insights to strengthen your code, spot vulnerabilities early, and build safer software without cost.
https://github.com/trailofbits/publications
11 875
#typescript #ai #assistant #clawd #crustacean #moltbot #molty #own_your_data #personal
Moltbot is your personal AI assistant that runs on your devices like Mac, Linux, or Windows. It chats on WhatsApp, Telegram, Slack, Discord, and more, with voice on phones and live visuals. Install easily with `npm install -g moltbot@latest` then `moltbot onboard`. Use top models like Claude Opus for smart replies. It remembers talks, runs tasks, sends reminders, and builds skills itself. You gain a fast, private helper that acts first—handling emails, calendars, and chores proactively to save time and boost productivity every day.
https://github.com/moltbot/moltbot
11 875
#typescript
MCP Apps is a stable standard (version 2026-01-26) that lets MCP servers show interactive UIs like charts, forms, maps, 3D scenes, and dashboards right in AI chats such as Claude or ChatGPT. Install the `@modelcontextprotocol/ext-apps` SDK via npm, use SDKs for app or host building, and run 20+ examples (e.g., budget tools, PDF viewers, real-time monitors) locally or in clients. This helps you create engaging, bidirectional AI tools that boost productivity by embedding rich visuals and controls directly in conversations.
https://github.com/modelcontextprotocol/ext-apps
11 875
#python
Kimi Code CLI is a terminal AI agent that reads/edits code, runs shell commands, searches web pages, and plans tasks autonomously. Switch to shell mode with Ctrl-X, integrate with IDEs like Zed/JetBrains via ACP, enhance Zsh, or add MCP tools. Install easily and log in with /login for Kimi Code benefits like fast 100 tokens/s speeds and high quotas. This saves you time on coding/development by automating complex workflows intelligently and securely.
https://github.com/MoonshotAI/kimi-cli
11 875
#python #agentic_ai #agents #ai #ai_agents #realtime #stt #tts #video_agents #video_ai #vision_ai #voice_ai
Vision Agents is an open-source Python framework by Stream to build real-time AI agents that watch video, listen to audio, and respond instantly with low latency under 30ms. It integrates YOLO, Roboflow, OpenAI, Gemini, and 25+ tools for apps like golf coaching, security cameras detecting theft, or phone assistants. Install easily with `uv add vision-agents`, use free Stream credits, and deploy on any video network. You benefit by quickly creating smart video AI for gaming, safety, or coaching without vendor lock-in, saving time and costs on custom builds.
https://github.com/GetStream/Vision-Agents
11 875
#cplusplus #ps2 #recompile #reverse_engineering #static_recompilation #tool
PS2Recomp is an experimental tool that converts PlayStation 2 game files into C++ code for native running on PCs or other devices, skipping slow emulation. It translates MIPS instructions, supports special PS2 features, and uses simple config files for setup—you build it with CMake, run it on your ELF file, then compile the output with a basic runtime. Though not fully ready (limited VU1/graphics support), it benefits you by enabling faster performance, mods, higher frame rates, and enhancements like widescreen on modern hardware.
https://github.com/ran-j/PS2Recomp
11 875
#smali #ahmyth #ahmyth_android_rat #ahmyth_rat #android_rat #apk_builder #apk_merger #educational #payload_builder #payload_merger #trojan_builder #trojan_merger
I can't provide a summary of this content as requested. The text describes AhMyth, which is a remote access trojan (RAT) — malware designed to gain unauthorized control of Android devices. This tool is used to steal sensitive information like banking credentials, passwords, photos, and audio recordings, and to conduct surveillance through camera and microphone access.
I cannot summarize malware documentation in a way that presents it neutrally or highlights "benefits to the user," as doing so would risk facilitating cybercrime. If you're interested in cybersecurity education, I'd be happy to discuss how to protect against such threats, or explain malware from a defensive security perspective.
https://github.com/Morsmalleo/AhMyth
11 875
#php #billing #codeigniter #crm #invoiceplane #invoices #invoicing #open_source #php
InvoicePlane is a free, open-source app you host yourself to easily create and manage professional invoices, quotes, clients, payments, and reports. Key features include customizable templates, payment gateway integration like PayPal and Stripe, multi-currency support, and expense tracking, with simple setup by downloading, uploading files, configuring, and running the installer. It benefits you by saving money on pricey software, giving full data control for privacy, streamlining billing to get paid faster, and offering community help for freelancers and small businesses.
https://github.com/InvoicePlane/InvoicePlane
11 875
#typescript
Pi Monorepo offers tools like pi-ai for unified LLM APIs (OpenAI, Anthropic, etc.), pi-agent-core for agent runtime with tools, pi-coding-agent CLI for interactive coding, plus Slack bots, terminal/web UIs, and vLLM deployment CLI. This single repo simplifies sharing code/dependencies, unified builds/tests (npm install, build, check), and atomic changes across AI projects. You benefit by saving time on setups, reusing components easily, speeding collaboration, and streamlining CI/CD for faster, consistent AI agent development.
https://github.com/badlogic/pi-mono
11 875
#go #config #config_loader #configuration #configuration_file #configuration_management #etcd_client #go #golang #golang_package #s3_bucket #toml #viper #yaml
koanf is a lightweight Go library to load config from files (JSON, YAML, TOML), env vars, flags, S3, Vault and more, merging them easily with dot-path keys like "app.server.port". Install core with `go get github.com/knadh/koanf/v2`, add providers/parsers as needed. It's a cleaner Viper alternative with fewer dependencies and better extensibility. This saves you time by simplifying config in apps, letting you override values flexibly without bloat or forced orders.
https://github.com/knadh/koanf
11 875
#rust #protobuf #rust
Prost is a Rust tool that turns Protocol Buffers (.proto) files into simple, readable Rust code for proto2/proto3. It keeps comments, uses Rust derives for clean types, handles packages as modules, preserves unknown enums, and serializes existing types easily—add to Cargo.toml and use prost-build in build.rs. You benefit by getting fast, safe, idiomatic Rust for efficient data serialization in gRPC/microservices, saving time on boilerplate while ensuring memory safety and performance.
https://github.com/tokio-rs/prost
11 875
#python #agents #ai #ai_engineer #ai_engineering #copilot #data_science #data_scientist #generative_ai #gpt #machine_learning #ml_engineer #ml_engineering #openai
AI Data Science Team is a free Python library with AI agents that speed up your data work 10X by handling loading, cleaning, visualization, EDA, feature engineering, modeling, and SQL tasks. Its flagship AI Pipeline Studio app creates visual, reproducible pipelines you can run with Streamlit after easy install (Python 3.10+, OpenAI or Ollama). This saves you hours on repetitive jobs, boosts accuracy, and lets you focus on insights and business results.
https://github.com/business-science/ai-data-science-team
11 875
#typescript
Conduit is a free app that turns your Android, iOS, or Mac device into a secure proxy station in Psiphon's P2P network, routing encrypted traffic to help censored users access blocked sites, news, and free internet without you seeing their data. It runs quietly in the background with split tunneling, so your own browsing stays fast, and you can limit connections or speed to avoid slowdowns. The benefit is you easily fight censorship, support hundreds of people worldwide, and promote global internet freedom while using your device normally.
https://github.com/Psiphon-Inc/conduit
11 875
#python #amd #anime #compression_artifact_reduction #deep_learning #directx_12 #gui_application #intel #manga #noise_reduction #nvidia #onnx #onnxruntime #opencv #python #python3 #pytorch #super_resolution #video #video_processing #windows
QualityScaler is a free Windows AI app that upscales, enhances, and denoises your images and videos with a simple drag-and-drop GUI. It supports formats like JPG, PNG, MP4, MKV; works offline on any DirectX12 GPU (4GB+ VRAM, 8GB RAM); and offers features like multi-GPU use, resize, interpolation, and stop/resume. Download from itch.io, Steam, or GitHub. Benefit: Quickly turn low-quality photos/videos into sharp HD masterpieces privately on your PC, saving time and money vs. online tools.
https://github.com/Djdefrag/QualityScaler
11 875
#shell #archlinux #baby_sched #cachy #cachy_scheduler #cachyos #cacule_sched #kernel #linux_kernel #performance #performance_tuning
CachyOS offers enhanced Linux kernels with schedulers like BORE for gaming, EEVDF for general use, and BMQ, plus variants for security, servers, real-time, and Steam Deck. They include advanced optimizations like LTO, profile-guided compilation, AMD P-State boosts, ZFS/NVIDIA support, and CPU-specific builds (x86-64-v3/v4, Zen4). Easy repo install auto-detects your CPU for top performance. This boosts your system's speed, responsiveness, and efficiency on modern hardware, making gaming, daily tasks, and heavy workloads smoother and faster.
https://github.com/CachyOS/linux-cachyos
11 875
#jupyter_notebook #aiagent #chatgpt #finance #fingpt #large_language_models #multimodal_deep_learning #prompt_engineering #robo_advisor
FinRobot is a free open-source platform using AI agents and large language models for easy financial analysis. It automates stock predictions, equity reports from 10-K filings, risk checks, valuations like P/E ratios, and trading strategies with real-time data from news and markets. Install via Python, add API keys, and run demos for instant insights. This saves you hours on complex research, delivers pro-level reports and forecasts accurately, and helps make smarter investment decisions without expert skills.
https://github.com/AI4Finance-Foundation/FinRobot
11 875
#python #deepseek #demo #easy #embedding #flask #gpt #huggingface_transformers #llm #mcp #multimodal #openai #qwen #rag #sentence_transformers #ui #vllm #vlm
UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles.
https://github.com/OpenBMB/UltraRAG
11 875
#jupyter_notebook #chinese_llm #chinese_nlp #finetune #generative_ai #instruct_gpt #instruction_set #llama #llm #lora #open_models #open_source #open_source_models #qlora
AirLLM is a tool that lets you run very large AI models on computers with limited memory by using a smart layer-by-layer loading technique instead of traditional compression methods. You can run a 70-billion-parameter model on just 4GB of GPU memory, or even a 405-billion-parameter model on 8GB, without losing model quality. The benefit is that you can use powerful AI models on affordable hardware without expensive upgrades, and the tool also offers optional compression features that can speed up performance by up to 3 times while maintaining accuracy.
https://github.com/lyogavin/airllm
