💡 affaan-m/ECC just hit the trending charts — here's why it matters.

🔗 https://github.com/affaan-m/ECC
📝 The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
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ECC is an open-source, harness-native operator system for agentic work, built from real-world multi-harness engineering workflows. It's designed to work across various AI agent harnesses, including Codex, Claude Code, Cursor, OpenCode, and more.

The system provides a complete set of features, including skills, instincts, memory optimization, continuous learning, security scanning, and research-first development.

To get started with ECC, you can follow the HERMES setup guide and review the release notes and cross-harness architecture documentation.

Key features include:
- Token optimization
- Memory persistence
- Continuous learning
- Verification loops
- Parallelization
- Subagent orchestration

ECC is suitable for developers, engineers, and researchers working with AI agent harnesses.

Technical highlights include support for multiple programming languages, such as Python, Java, Go, and TypeScript.

In summary, ECC is a powerful tool for building and managing AI agent workflows, and its open-source nature makes it a great choice for anyone looking to automate and optimize their workflows - ECC is the future of agentic work, and the future is now.

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🌟 hardikpandya/stop-slop caught my eye on GitHub Trending today.

🔗 https://github.com/hardikpandya/stop-slop
📝 A skill file for removing AI tells from prose
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The Stop Slop GitHub repository is a skill designed to remove AI tells from prose, making your writing sound more human. The key features include a set of rules and references that help catch and remove predictable phrases, structures, and rhythms.

To use it, simply add the folder as a skill or upload the SKILL.md and reference files to your project knowledge. You can also include SKILL.md in your system prompt for API calls.

The repository catches various patterns such as banned phrases, structural clichés, and sentence-level rules, and even provides a scoring system to rate your writing.

This repository is perfect for writers and developers looking to improve their writing skills and make their content sound more authentic.

In a nutshell, Stop Slop helps you write like a human, not a robot - so stop the slop and start writing.

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🌟 DataTalksClub/data-engineering-zoomcamp caught my eye on GitHub Trending today.

🔗 https://github.com/DataTalksClub/data-engineering-zoomcamp
📝 Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼
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The Data Engineering Zoomcamp is a free 9-week course that covers the fundamentals of data engineering. It's designed to help you build an end-to-end data pipeline from scratch, with hands-on experience using industry-standard tools and best practices.

Key features of the course include structured modules, hands-on workshops, and a final project to reinforce your learning. You'll learn about containerization, infrastructure as code, workflow orchestration, data warehousing, and analytics engineering.

The course is suitable for anyone with basic coding experience and familiarity with SQL. No prior data engineering experience is necessary. You can enroll in the course by registering for the next cohort or following the self-paced learning path.

The course has a strong community and support system, with a dedicated #course-data-engineering channel on Slack for discussions and troubleshooting.

The course is taught by experienced instructors, including Alexey Grigorev and Michael Shoemaker, and is sponsored by companies like Kestra and Bruin.

Overall, the Data Engineering Zoomcamp is a great resource for anyone looking to learn data engineering fundamentals and build a career in the field.
So, what are you waiting for? Join the course and start building your skills today - it's a free 9-week course that can change your career!

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⚡ codecrafters-io/build-your-own-x is making waves. Here's the full picture.

🔗 https://github.com/codecrafters-io/build-your-own-x
📝 Master programming by recreating your favorite technologies from scratch.
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The codecrafters-io/build-your-own-x GitHub repository is a collection of step-by-step guides for building various technologies from scratch. It covers a wide range of topics, including 3D renderers, AI models, blockchains, bots, databases, and more. The repository provides tutorials and examples in different programming languages, such as C++, Java, Python, and JavaScript. Whether you're a beginner or an experienced developer, this repository offers a valuable resource for learning and exploring new technologies. The guides are designed to be practical and hands-on, allowing you to build and experiment with your own projects. So, what I cannot create, I do not understand - start building and learning with codecrafters-io/build-your-own-x today! Build something from scratch, and you'll never see it the same way again.

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🔥 harry0703/MoneyPrinterTurbo is trending — and it deserves your attention.

🔗 https://github.com/harry0703/MoneyPrinterTurbo
📝 利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
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MoneyPrinterTurbo is an open-source project that allows users to generate high-definition videos with customizable themes, music, and subtitles. The project uses a Model-View-Controller (MVC) architecture and supports both API and Web interface interactions.

To use MoneyPrinterTurbo, users can provide a video theme or keyword, and the system will automatically generate a video script, video materials, subtitles, and background music. The project supports various video sizes, including 9:16 and 16:9, and allows for batch video generation.

The project has several technical highlights, including support for AI-generated video scripts, multi-language subtitles, and background music. It also supports various LLM providers, such as OpenAI and Azure.

MoneyPrinterTurbo is suitable for users who want to generate high-quality videos quickly and easily. The project is open-source and has a permissive license, making it accessible to a wide range of users.

To get started with MoneyPrinterTurbo, users can follow the quick start guide in the project's README file. The guide provides step-by-step instructions for installing the project, configuring the environment, and generating videos.

In summary, MoneyPrinterTurbo is a powerful tool for generating high-quality videos with customizable themes, music, and subtitles. With its open-source nature and permissive license, it is an excellent choice for users who want to create engaging videos quickly and easily.
Automate your video creation with MoneyPrinterTurbo - no video editing experience required!

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🔍 Deep-diving into microsoft/markitdown — fresh off the trending list.

🔗 https://github.com/microsoft/markitdown
📝 Python tool for converting files and office documents to Markdown.
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MarkItDown is a lightweight Python utility that converts various file formats to Markdown, ideal for use with Large Language Models (LLMs) and text analysis pipelines. It supports a wide range of file types, including PDF, PowerPoint, Word, Excel, images, audio, HTML, and more. The goal is to preserve important document structure and content as Markdown, making it easily consumable by text analysis tools.

Key features include:
- convert_stream() and convert_local() functions for flexible conversion
- Support for optional dependencies for specific file formats, such as [pdf], [docx], and [pptx]
- Plugin architecture for extending functionality, including the markitdown-ocr plugin for Optical Character Recognition (OCR)
- Integration with Azure Content Understanding for higher-quality conversion and structured field extraction
- Python API for easy integration into existing workflows

To get started, simply install MarkItDown using pip install 'markitdown[all]' and use the command-line interface or Python API to convert your files. With MarkItDown, you can easily convert your files to Markdown and unlock the power of LLMs and text analysis pipelines. Convert your files to Markdown in minutes, and start analyzing your data with ease - MarkItDown makes it easy.

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💻 Scrap

🛠 Scraperr is a self-hosted application designed to accurately extract data from websites using XPath selectors.

🔰 It provides a convenient interface for managing scraping tasks, viewing and exporting data.

🔰 Key features include XPath-based extraction, queue management, scraping all pages of a single domain, adding custom headers, automatic media downloading, and visualizing results in tables.

🔰 The application is intended only for sites where scraping is allowed, and the developer is not responsible for possible abuse.

🔗Links:
https://github.com/jaypyles/Scraperr

#Scraperr #WebScraping #XPath #SelfHosted #DataExtraction #DevTools

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🔍 Deep-diving into EveryInc/compound-engineering-plugin — fresh off the trending list.

🔗 https://github.com/EveryInc/compound-engineering-plugin
📝 Official Compound Engineering plugin for Claude Code, Codex, Cursor, and more
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The Compound Engineering plugin is designed to make each unit of engineering work easier than the last by inverting traditional development's accumulation of technical debt. With a focus on planning, review, and codifying knowledge, this plugin provides a set of skills and agents to streamline the development process.

Key features include interactive brainstorming, detailed planning, code review, and knowledge compounding, all of which work together to reduce complexity and improve overall quality. The plugin is available for various platforms, including Claude Code, Codex, Copilot, and more, with installation instructions provided for each.

Technical highlights of the plugin include its 37 skills and 51 agents, which can be used to automate tasks, provide guidance, and facilitate collaboration. The plugin also includes a range of tools for debugging, testing, and validation, making it a comprehensive solution for development teams.

The target audience for the Compound Engineering plugin includes developers, engineers, and development teams looking to improve their workflow, reduce technical debt, and increase productivity. By leveraging the plugin's features and agents, teams can work more efficiently, effectively, and with greater ease.

In summary, the Compound Engineering plugin is a powerful tool for streamlining development and improving overall quality - with its robust set of skills and agents, it's a game-changer for teams looking to work smarter, not harder.

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🔍 Deep-diving into twentyhq/twenty — fresh off the trending list.

🔗 https://github.com/twentyhq/twenty
📝 The open alternative to Salesforce, designed for AI.
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The Twenty open-source CRM is designed for technical teams, providing a customizable foundation to meet complex business needs. It allows you to build, ship, and version your CRM like any other part of your tech stack.

Key features include defineObject for defining custom objects, FieldType for specifying field types, and a CLI for scaffolding new apps and publishing them to your workspace.

To get started, you can sign up for the cloud version, build an app using the Twenty CLI, or self-host using Docker Compose. The project is built with a tech stack that includes TypeScript, Nx, NestJS, React, and more.

The Twenty CRM offers a range of tools and features, including objects, views, workflows, and agents, as well as version control and layouts. It's designed to be extensible and customizable, with a strong focus on community involvement and open-source development.

Whether you're a developer, contributor, or user, Twenty has something to offer. So why not join the community, star the repo, and start building your own custom CRM today? With Twenty, you can create the CRM you need, without being held back by the CRM you have.

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🚀 Meet anthropics/claude-code: a gem from today's GitHub trending list.

🔗 https://github.com/anthropics/claude-code
📝 Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
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Meet Claude Code, a cutting-edge coding tool that simplifies your development workflow. It understands your codebase, executes routine tasks, explains complex code, and handles git workflows using natural language commands. You can use it in your terminal, IDE, or even tag @claude on Github.

Key features include seamless integration, customization with plugins, and a user-friendly interface. To get started, simply install Claude Code using one of the recommended methods, such as curl -fsSL https://claude.ai/install.sh | bash for MacOS/Linux, and run claude in your project directory.

Technical highlights of Claude Code include its ability to learn from your codebase and adapt to your workflow, making it an invaluable tool for developers of all levels. Whether you're a seasoned pro or just starting out, Claude Code is designed to help you code faster and more efficiently.

The target audience for Claude Code is developers who want to streamline their workflow, improve productivity, and focus on the creative aspects of coding. With its extensive documentation and community support, including a Discord channel and GitHub issues, you'll never be left in the dark.

In short, Claude Code is a game-changer for developers - it's like having a personal coding assistant at your fingertips. Get ready to revolutionize your coding experience with Claude Code: code smarter, not harder.

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🌟 Leonxlnx/taste-skill caught my eye on GitHub Trending today.

🔗 https://github.com/Leonxlnx/taste-skill
📝 Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop
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The Taste Skill repository on GitHub offers a collection of anti-slop agent skills designed to elevate the quality of AI-built interfaces. These skills focus on enhancing layout, typography, motion, and spacing to create more visually appealing and premium user interfaces. The repository includes a range of skills, such as design-taste-frontend, gpt-taste, and image-to-code-skill, each serving a specific purpose in the design and development process.

To use these skills, developers can install them via the npx skills add command, specifying the skill they wish to install. For example, to install the design-taste-frontend skill, you would run

npx skills add https://github.com/Leonxlnx/taste-skill --skill "design-taste-frontend"

. The repository also includes image generation skills that produce design images, which can be used in conjunction with ChatGPT Images or other agents that generate images.

The skills are highly customizable, with adjustable dials for design variance, motion intensity, and visual density, allowing developers to fine-tune the output to suit their needs. The Taste Skill project is backed by a community of sponsors and contributors, and its development is guided by research-focused writing found in the research/ directory.

Whether you're working on a new project or looking to improve an existing one, Taste Skill provides a powerful toolset to help you create more engaging, polished, and professional interfaces. So why settle for boilerplate UIs when you can taste the difference with Taste Skill?

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