🌟 yorukot/superfile caught my eye on GitHub Trending today.

🔗 https://github.com/yorukot/superfile
📝 Pretty fancy and modern terminal file manager
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Superfile is a powerful file management tool designed to simplify your workflow. Its key features include a user-friendly interface, customizable plugins, themes, and hotkeys. To get started, you can install superfile using various methods, including a simple installation script for macOS and Linux: bash -c "$(curl -sLo- https://superfile.dev/install.sh)", or using Winget or Scoop on Windows.

You can build superfile from source using go build -o bin/spf.exe on Windows or ./build.sh on macOS/Linux. Once installed, start superfile with the command spf.

Superfile supports Linux, macOS, and Windows, with a comprehensive tutorial and documentation available on its website. It's ideal for developers, power users, and anyone looking for a robust file management solution.

One-liner takeaway: Superfile is the ultimate file management tool that streamlines your workflow with its customizable features and ease of use.

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🔍 Deep-diving into NanmiCoder/MediaCrawler — fresh off the trending list.

🔗 https://github.com/NanmiCoder/MediaCrawler
📝 小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B 站视频 ｜ 评论爬虫、微博帖子 ｜ 评论爬虫、百度贴吧帖子 ｜ 百度贴吧评论回复爬虫 | 知乎问答文章｜评论爬虫
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MediaCrawler is a powerful multi-platform social media data collection tool that supports crawling public information from popular platforms like Xiaohongshu, Douyin, Kuaishou, Bilibili, Weibo, Tieba, and Zhihu.

The key features of MediaCrawler include:
- keyword search and post ID-based crawling
- comment crawling and creator page crawling
- login state caching and IP proxy pool support
- data export to CSV, JSON, JSONL, Excel, SQLite, and MySQL

To use MediaCrawler, you'll need to:
- Install the required dependencies, including uv, Node.js, and Python packages
- Configure the browser driver and login settings
- Run the main.py script with the desired platform and crawling type options

MediaCrawler is designed for developers and researchers who need to collect social media data for analysis or other purposes. The project is open-source and welcomes contributions and feedback from the community.

One-liner takeaway: MediaCrawler makes it easy to collect social media data from multiple platforms with its powerful and flexible crawling capabilities.

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🎯 pbakaus/impeccable landed on trending. Worth a proper look.

🔗 https://github.com/pbakaus/impeccable
📝 The design language that makes your AI harness better at design.
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Impeccable is a design guidance tool for AI coding agents that helps you create unique and polished frontend designs. With 1 skill and 23 commands, you can iterate on your design in a live browser environment, using 60 deterministic detector rules to ensure your design is consistent and error-free.

The tool is designed to be used with various AI coding tools, including Claude Code, Codex, and Grok Build. To get started, simply run npx impeccable install and then /impeccable init to set up your design context.

Impeccable is perfect for developers who want to improve their design skills and create professional-looking interfaces without relying on overused templates. The tool provides features like polish, audit, and critique to help you refine your design and catch errors before they become major issues.

With Impeccable, you can create stunning designs that are both functional and visually appealing. So why settle for bland, template-based designs when you can create something truly impeccable? Try it out and take your design skills to the next level! Design just got a whole lot smarter!

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💡 shiyu-coder/Kronos just hit the trending charts — here's why it matters.

🔗 https://github.com/shiyu-coder/Kronos
📝 Kronos: A Foundation Model for the Language of Financial Markets
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Kronos is an open-source foundation model designed specifically for the "language" of financial markets, handling high-noise characteristics of financial data. It uses a novel two-stage framework: a specialized tokenizer quantizes continuous, multi-dimensional K-line data into hierarchical discrete tokens, and a large, autoregressive Transformer is pre-trained on these tokens. Kronos is available in various sizes, including Kronos-mini, Kronos-small, and Kronos-base, which can be fine-tuned for specific tasks.

The model is straightforward to use, with a KronosPredictor class handling data preprocessing, normalization, prediction, and inverse normalization. A live demo is available to visualize forecasting results. Kronos is particularly useful for quantitative trading and financial analysis tasks, and its open-source nature allows for community contributions and adaptations.

To get started, users can install the required dependencies, load a pre-trained model and tokenizer, and use the KronosPredictor to generate forecasts. The model also supports batch prediction for efficient processing of multiple time series.

Overall, Kronos is a powerful tool for financial market analysis, providing a unified model for diverse quantitative tasks. Take your financial forecasting to the next level with Kronos!

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🧠 Channel: https://xn--r1a.website/GithubRe

🌟 alibaba/open-code-review caught my eye on GitHub Trending today.

🔗 https://github.com/alibaba/open-code-review
📝 Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
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Open Code Review is an AI-powered code review CLI tool that helps developers identify code defects. It reads Git diffs, sends changed files to a configurable LLM, and generates structured review comments. Key features include precise file selection, smart file bundling, and fine-grained rule matching.

To get started, simply configure a model endpoint and install the CLI using npm install -g @alibaba-group/open-code-review. The tool supports various platforms, including Windows, macOS, and Linux, and can be integrated with agents like Claude Code, Codex, and Cursor.

From a technical standpoint, Open Code Review achieves higher precision and F1 scores than general-purpose agents while consuming fewer tokens. It also supports CI/CD integration and provides a session viewer to browse and replay review sessions.

The tool is designed for developers and teams who want to improve their code review process. It's easy to use and provides a quick start guide to get you up and running quickly.

In short, Open Code Review is a powerful tool that helps you write better code - and that's a pretty big deal!

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🎯 jenkinsci/jenkins landed on trending. Worth a proper look.

🔗 https://github.com/jenkinsci/jenkins
📝 Jenkins automation server
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Jenkins is the leading open-source automation server, built with Java, and provides over 2,000 plugins to support automating virtually anything. Its purpose is to automate development workflows, allowing humans to focus on tasks that matter most. Key features include building projects, running tests, static code analysis, and deployment.

To get started, you can download official distributions as WAR files, Docker images, native packages, and installers for various platforms. Jenkins offers two release lines: Weekly and Long-Term Support (LTS).

Technical highlights include a large community of contributors and a wide range of plugins. The target audience is developers and companies looking to automate their software delivery pipelines.

To start contributing, read the CONTRIBUTING.md guide, check the good first issues, and join the Gitter chat for questions and help.

In short: Jenkins helps you automate repetitive tasks, saving time and optimizing your development process - automate your workflow with Jenkins and focus on what matters most!

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🧠 Channel: https://xn--r1a.website/GithubRe

🔍 Deep-diving into bradautomates/claude-video — fresh off the trending list.

🔗 https://github.com/bradautomates/claude-video
📝 Give Claude the ability to watch any video. /watch downloads, extracts frames, transcribes, hands it all to Claude.
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Claude Video is a skill that lets you paste a video URL or local path and ask a question, allowing Claude to watch the video and provide an answer. Key features include:
- Zero config to start
- Automatic installation of yt-dlp and ffmpeg on first run
- Caption support for most public videos
- Whisper API key only required when a video has no captions
- Ability to analyze someone else's content, diagnose a bug from a video, summarize a video, cut the hype out of an update video, and turn a playlist into notes

Usage involves pasting a URL or local path and asking a question. Claude fetches captions, downloads the video, extracts frames, pulls a timestamped transcript, and reads every frame as an image to provide an answer. Technical highlights include:
- yt-dlp for video downloads
- ffmpeg for frame extraction
- Whisper API for transcript extraction when captions are not available
- Frame deduplication to reduce token cost

This skill is useful for anyone looking to analyze video content, including marketers, developers, and researchers. With Claude Video, you can see what's in a video without having to watch it yourself - giving you the power to watch without watching!

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🧠 Channel: https://xn--r1a.website/GithubRe

🔍 Deep-diving into vudovn/ag-kit — fresh off the trending list.

🔗 https://github.com/vudovn/ag-kit
📝 No description.
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The AG Kit is a comprehensive, open-source toolkit for building agent-based systems with Google Antigravity as its primary runtime. It provides a set of predefined rules, skills, and workflows to streamline development and ensure consistent, reliable results.

Key features include:
- Specialist routing with 20 role definitions
- Persistent context management
- Orchestration with Antigravity integration
- A native safety hook to prevent accidental data loss

To get started, simply run npx @vudovn/ag-kit init or install the CLI globally with npm install -g @vudovn/ag-kit. Verify your workspace with npm run check:agents and npm run check:antigravity.

This toolkit is designed for developers and teams already familiar with Antigravity and looking to enhance their workflow with a more structured, agent-based approach. The AG Kit is fully extensible, allowing you to customize and extend its capabilities as needed.

The takeaway: AG Kit is the ultimate productivity booster for Antigravity developers, providing a robust framework for building complex, agent-driven systems with ease.

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🧠 Channel: https://xn--r1a.website/GithubRe