Github Top Repositories
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๐ก tw93/Pake just hit the trending charts โ here's why it matters.
๐ https://github.com/tw93/Pake
๐ ๐คฑ๐ป Turn any webpage into a desktop app with one command.
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Pake is a powerful tool that lets you turn any webpage into a desktop app with just one command. It supports macOS, Windows, and Linux, and is lightweight and fast, built with Rust Tauri.
The key features of Pake include:
- Lightweight: Nearly 20 times smaller than Electron packages
- Fast: Much faster than traditional JS frameworks with lower memory usage
- Easy to use: One-command packaging via CLI or online building
- Feature-rich: Supports shortcuts, immersive windows, drag & drop, style customization, ad removal
You can get started with Pake by downloading ready-made packages or using the
The Pake GitHub repo provides detailed documentation, including
The takeaway: With Pake, you can turn any webpage into a desktop app in just one command - it's that simple!
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ https://github.com/tw93/Pake
๐ ๐คฑ๐ป Turn any webpage into a desktop app with one command.
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Pake is a powerful tool that lets you turn any webpage into a desktop app with just one command. It supports macOS, Windows, and Linux, and is lightweight and fast, built with Rust Tauri.
The key features of Pake include:
- Lightweight: Nearly 20 times smaller than Electron packages
- Fast: Much faster than traditional JS frameworks with lower memory usage
- Easy to use: One-command packaging via CLI or online building
- Feature-rich: Supports shortcuts, immersive windows, drag & drop, style customization, ad removal
You can get started with Pake by downloading ready-made packages or using the
CLI Tool for one-command packaging. Advanced users can customize their apps with icons, window settings, and more. The Pake GitHub repo provides detailed documentation, including
CLI Usage Guide and Tauri documentation for development. The takeaway: With Pake, you can turn any webpage into a desktop app in just one command - it's that simple!
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ก chopratejas/headroom just hit the trending charts โ here's why it matters.
๐ https://github.com/chopratejas/headroom
๐ Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
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The Headroom library is a context compression layer designed for AI agents, enabling significant reductions in token usage. It achieves this through library, proxy, and agent wrap modes, allowing for flexible integration with various applications. Key features include
Technical highlights of Headroom include its ability to compress tool outputs, logs, and conversation history, with a focus on reversible compression that caches originals for retrieval on demand. The solution is designed to work with various AI agents, including Claude, Codex, and others, and offers a range of tools for customization and optimization.
To get started with Headroom, users can install it via
Headroom's benefits are clear: it preserves accuracy while reducing token usage by 60-95%, making it an essential tool for organizations looking to optimize their AI workflows. With its flexible integration options, customizable features, and commitment to preserving accuracy, Headroom is an attractive solution for businesses and developers seeking to streamline their AI operations.
In short, Headroom is a game-changer for AI token compression, and its potential to revolutionize the way we work with AI agents is vast: compressing the future, one token at a time.
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ https://github.com/chopratejas/headroom
๐ Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
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The Headroom library is a context compression layer designed for AI agents, enabling significant reductions in token usage. It achieves this through library, proxy, and agent wrap modes, allowing for flexible integration with various applications. Key features include
compress(messages) functionality, a headroom proxy for seamless integration, and support for multiple algorithms. Technical highlights of Headroom include its ability to compress tool outputs, logs, and conversation history, with a focus on reversible compression that caches originals for retrieval on demand. The solution is designed to work with various AI agents, including Claude, Codex, and others, and offers a range of tools for customization and optimization.
To get started with Headroom, users can install it via
pip install headroom-ai[all] or npm install headroom-ai, and then choose their preferred mode of operation. The library provides a range of granular options for customization, including support for specific agents, memory management, and output token reduction.Headroom's benefits are clear: it preserves accuracy while reducing token usage by 60-95%, making it an essential tool for organizations looking to optimize their AI workflows. With its flexible integration options, customizable features, and commitment to preserving accuracy, Headroom is an attractive solution for businesses and developers seeking to streamline their AI operations.
In short, Headroom is a game-changer for AI token compression, and its potential to revolutionize the way we work with AI agents is vast: compressing the future, one token at a time.
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๐ง Channel: https://xn--r1a.website/GithubRe
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๐ก jamiepine/voicebox just hit the trending charts โ here's why it matters.
๐ https://github.com/jamiepine/voicebox
๐ The open-source AI voice studio. Clone, dictate, create.
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The Voicebox GitHub repository is an open-source AI voice studio that allows you to clone any voice, generate speech, and dictate into any app. This local-first solution provides complete privacy, as your models, voice data, and captures never leave your machine.
Key
The technical highlights of Voicebox include its
Voicebox is perfect for developers, content creators, and anyone looking for a powerful, private, and customizable voice studio.
In short, Voicebox is the ultimate voice studio that puts you in control of your voice - literally.
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๐ https://github.com/jamiepine/voicebox
๐ The open-source AI voice studio. Clone, dictate, create.
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The Voicebox GitHub repository is an open-source AI voice studio that allows you to clone any voice, generate speech, and dictate into any app. This local-first solution provides complete privacy, as your models, voice data, and captures never leave your machine.
Key
features include 7 TTS engines, voice cloning, 23 languages, post-processing effects, and unlimited length generation. You can use Voicebox to create expressive speech with paralinguistic tags, and it also supports voice input with a global dictation hotkey. The technical highlights of Voicebox include its
REST API, MCP server, and native performance built with Tauri (Rust). It runs everywhere, including macOS, Windows, Linux, and Docker. Voicebox is perfect for developers, content creators, and anyone looking for a powerful, private, and customizable voice studio.
In short, Voicebox is the ultimate voice studio that puts you in control of your voice - literally.
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๐ง Channel: https://xn--r1a.website/GithubRe
Github Top Repositories
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๐ฅ Kilo-Org/kilocode is trending โ and it deserves your attention.
๐ https://github.com/Kilo-Org/kilocode
๐ Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent.
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Kilo Code is an open-source coding agent that integrates with VS Code, JetBrains, and the CLI, providing AI-powered coding assistance. With 500+ models to choose from, you can switch between them mid-task and pay the model provider's rate with no markup. It offers features like
To get started, you can install Kilo Code via the
Kilo Code has various agents for different tasks, including Code, Plan, Ask, Debug, and Review. It also supports autonomous mode for CI/CD pipelines and has a marketplace for extending its capabilities.
The Kilo Code community welcomes contributions from developers, writers, and everyone in between. To get involved, start with the Contributing Guide and review the Code of Conduct.
Join the community today and experience the power of AI-assisted coding. With Kilo Code, you can code faster, smarter, and more efficiently - it's like having a superpower in your code editor!
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๐ https://github.com/Kilo-Org/kilocode
๐ Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent.
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Kilo Code is an open-source coding agent that integrates with VS Code, JetBrains, and the CLI, providing AI-powered coding assistance. With 500+ models to choose from, you can switch between them mid-task and pay the model provider's rate with no markup. It offers features like
code generation, inline autocomplete, and self-checking. To get started, you can install Kilo Code via the
npm package manager by running npm install -g @kilocode/clior through other package managers like
curl, pnpm, or bun. For VS Code, you can install the Kilo Code extension directly or from the VS Code Marketplace.Kilo Code has various agents for different tasks, including Code, Plan, Ask, Debug, and Review. It also supports autonomous mode for CI/CD pipelines and has a marketplace for extending its capabilities.
The Kilo Code community welcomes contributions from developers, writers, and everyone in between. To get involved, start with the Contributing Guide and review the Code of Conduct.
Join the community today and experience the power of AI-assisted coding. With Kilo Code, you can code faster, smarter, and more efficiently - it's like having a superpower in your code editor!
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ก mattpocock/skills just hit the trending charts โ here's why it matters.
๐ https://github.com/mattpocock/skills
๐ Skills for Real Engineers. Straight from my .claude directory.
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The mattpocock/skills GitHub repository is a collection of skills designed to help real engineers develop applications more efficiently. The skills are small, adaptable, and work with any model, based on decades of engineering experience.
Key features include grilling sessions to align with the agent before starting a project, a shared language to reduce verbosity, and feedback loops to improve code quality. The skills are categorized into
To use these skills, simply run the
These skills are perfect for engineers who want to take control of their development process and produce high-quality code. With these skills, you can ship the best apps of your career - and that's a skill worth mastering.
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ https://github.com/mattpocock/skills
๐ Skills for Real Engineers. Straight from my .claude directory.
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The mattpocock/skills GitHub repository is a collection of skills designed to help real engineers develop applications more efficiently. The skills are small, adaptable, and work with any model, based on decades of engineering experience.
Key features include grilling sessions to align with the agent before starting a project, a shared language to reduce verbosity, and feedback loops to improve code quality. The skills are categorized into
engineering, productivity, and misc sections.To use these skills, simply run the
skills.sh installer and select the skills you want to install. Then, run the /setup-matt-pocock-skills command to configure the skills for your project.These skills are perfect for engineers who want to take control of their development process and produce high-quality code. With these skills, you can ship the best apps of your career - and that's a skill worth mastering.
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๐ง Channel: https://xn--r1a.website/GithubRe
โก withastro/flue is making waves. Here's the full picture.
๐ https://github.com/withastro/flue
๐ The sandbox agent framework.
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Flue is a framework for building autonomous agents and powerful AI workflows with a programmable TypeScript harness. It allows you to create agents that can safely take action, maintain continuity, and connect to systems where work already happens. Key features include building agents that can keep context across conversations and events, running structured automations, and providing a secure sandbox environment.
With
Technical highlights include durable execution, subagents, tools, skills, and observability. Audience includes developers and teams looking to build autonomous agents and AI workflows. Flue can be deployed anywhere, including Node.js, Cloudflare Workers, and GitHub Actions.
You can use Flue to build a wide range of applications, from simple chatbots to complex workflows. With its flexible and customizable architecture, Flue is the perfect choice for anyone looking to unlock the full potential of AI. So why wait? Start building your own autonomous agents with Flue today and discover a new world of possibilities - the future of work is autonomous.
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ https://github.com/withastro/flue
๐ The sandbox agent framework.
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Flue is a framework for building autonomous agents and powerful AI workflows with a programmable TypeScript harness. It allows you to create agents that can safely take action, maintain continuity, and connect to systems where work already happens. Key features include building agents that can keep context across conversations and events, running structured automations, and providing a secure sandbox environment.
With
Flue, you can define agents using a simple and intuitive syntax, as shown in the example:import { defineAgent } from '@flue/runtime';
import { local } from '@flue/runtime/node';
export default defineAgent(() => ({
model: 'anthropic/claude-sonnet-4-6',
tools: [...githubTools],
skills: [triage, verify],
sandbox: local(),
instructions,
}));Technical highlights include durable execution, subagents, tools, skills, and observability. Audience includes developers and teams looking to build autonomous agents and AI workflows. Flue can be deployed anywhere, including Node.js, Cloudflare Workers, and GitHub Actions.
You can use Flue to build a wide range of applications, from simple chatbots to complex workflows. With its flexible and customizable architecture, Flue is the perfect choice for anyone looking to unlock the full potential of AI. So why wait? Start building your own autonomous agents with Flue today and discover a new world of possibilities - the future of work is autonomous.
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๐ owainlewis/awesome-artificial-intelligence caught my eye on GitHub Trending today.
๐ https://github.com/owainlewis/awesome-artificial-intelligence
๐ A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
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The owainlewis/awesome-artificial-intelligence GitHub repository is a curated collection of resources for building and shipping AI systems. Its purpose is to provide must-use, actively maintained resources for AI engineering, including books, guides, papers, and tools.
Key features include a list of
For usage, developers can explore the repository's
From a technical perspective, the repository is well-organized, making it easy for developers to find and use the resources they need. The repository's technical highlights include its use of
The target audience for this repository is AI engineers, developers, and researchers who want to build and ship AI systems. Whether you're a beginner or an experienced AI professional, the owainlewis/awesome-artificial-intelligence repository has something to offer.
In short, this repository is a one-stop shop for AI resources, and its curated list of tools and guides makes it an essential resource for anyone working in the field of AI. Here's the takeaway: with the right resources, you can build and ship AI systems that make a real impact.
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ https://github.com/owainlewis/awesome-artificial-intelligence
๐ A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
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The owainlewis/awesome-artificial-intelligence GitHub repository is a curated collection of resources for building and shipping AI systems. Its purpose is to provide must-use, actively maintained resources for AI engineering, including books, guides, papers, and tools.
Key features include a list of
modern and practical books on AI engineering, such as Designing Machine Learning Systems and AI Engineering, as well as foundational books like Artificial Intelligence: A Modern Approach and Deep Learning. The repository also covers courses for learning AI, landmark papers that shaped modern AI, and guides and playbooks for building effective AI agents.For usage, developers can explore the repository's
frameworks section, which includes tools like PocketFlow, Google ADK, and Pydantic-AI. The repository also highlights evals for evaluating AI models and IDEs like Cursor and GitHub Copilot for building AI-powered applications.From a technical perspective, the repository is well-organized, making it easy for developers to find and use the resources they need. The repository's technical highlights include its use of
GitHub for version control and its curated list of resources.The target audience for this repository is AI engineers, developers, and researchers who want to build and ship AI systems. Whether you're a beginner or an experienced AI professional, the owainlewis/awesome-artificial-intelligence repository has something to offer.
In short, this repository is a one-stop shop for AI resources, and its curated list of tools and guides makes it an essential resource for anyone working in the field of AI. Here's the takeaway: with the right resources, you can build and ship AI systems that make a real impact.
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๐ก pppscn/SmsForwarder just hit the trending charts โ here's why it matters.
๐ https://github.com/pppscn/SmsForwarder
๐ ็ญไฟก่ฝฌๅๅจโโ็ๆงAndroidๆๆบ็ญไฟกใๆฅ็ตใAPP้็ฅ๏ผๅนถๆ นๆฎๆๅฎ่งๅ่ฝฌๅๅฐๅ ถไปๆๆบ๏ผ้้็พค่ชๅฎไนๆบๅจไบบใ้้ไผไธๅ ๆบๅจไบบใไผไธๅพฎไฟก็พคๆบๅจไบบใ้ฃไนฆๆบๅจไบบใไผไธๅพฎไฟกๅบ็จๆถๆฏใ้ฎ็ฎฑใbarkใwebhookใTelegramๆบๅจไบบใServer้ ฑใPushPlusใๆๆบ็ญไฟก็ญใๅ ๆฌไธปๅจๆงๅถๆๅก็ซฏไธๅฎขๆท็ซฏ๏ผ่ฎฉไฝ ่ฝปๆพ่ฟ็จๅ็ญไฟกใๆฅ็ญไฟกใๆฅ้่ฏใๆฅ่ฏ็ฐฟใๆฅ็ต้็ญใ๏ผV3.0 ๆฐๅข๏ผPS.่ฟไธชAPKไธป่ฆๆฏๅญฆไน ไธ่ช็จ๏ผๅฆๆBUG่ฏทๆISSUE๏ผๅๆถๆฌข่ฟๅคงๅฎถๆPRๆๆญฃ
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SmsForwarder is an Android app that forwards SMS, calls, and app notifications to other devices or platforms, including DingTalk, WeChat, email, and more. Key features include remote control, automated tasks, and customizable rules. To
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ https://github.com/pppscn/SmsForwarder
๐ ็ญไฟก่ฝฌๅๅจโโ็ๆงAndroidๆๆบ็ญไฟกใๆฅ็ตใAPP้็ฅ๏ผๅนถๆ นๆฎๆๅฎ่งๅ่ฝฌๅๅฐๅ ถไปๆๆบ๏ผ้้็พค่ชๅฎไนๆบๅจไบบใ้้ไผไธๅ ๆบๅจไบบใไผไธๅพฎไฟก็พคๆบๅจไบบใ้ฃไนฆๆบๅจไบบใไผไธๅพฎไฟกๅบ็จๆถๆฏใ้ฎ็ฎฑใbarkใwebhookใTelegramๆบๅจไบบใServer้ ฑใPushPlusใๆๆบ็ญไฟก็ญใๅ ๆฌไธปๅจๆงๅถๆๅก็ซฏไธๅฎขๆท็ซฏ๏ผ่ฎฉไฝ ่ฝปๆพ่ฟ็จๅ็ญไฟกใๆฅ็ญไฟกใๆฅ้่ฏใๆฅ่ฏ็ฐฟใๆฅ็ต้็ญใ๏ผV3.0 ๆฐๅข๏ผPS.่ฟไธชAPKไธป่ฆๆฏๅญฆไน ไธ่ช็จ๏ผๅฆๆBUG่ฏทๆISSUE๏ผๅๆถๆฌข่ฟๅคงๅฎถๆPRๆๆญฃ
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SmsForwarder is an Android app that forwards SMS, calls, and app notifications to other devices or platforms, including DingTalk, WeChat, email, and more. Key features include remote control, automated tasks, and customizable rules. To
use the app, simply download and install it, then configure the settings to forward messages to your desired platform. From a technical standpoint, the app uses a variety of libraries and frameworks, including XUI, XUpdate, and XXPermissions. The app is ideal for anyone looking for a convenient way to forward messages and notifications to other devices or platforms. Give it a try and see how it can simplify your life: SmsForwarder is the ultimate messaging sidekick - forwarding your way to freedom!โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
๐ง Channel: https://xn--r1a.website/GithubRe
Github Top Repositories
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๐ Spotted on GitHub Trending: 1jehuang/jcode โ let's break it down.
๐ https://github.com/1jehuang/jcode
๐ Coding Agent Harness
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The jcode project is a next-generation coding agent harness designed for multi-session workflows, infinite customizability, and performance. It's built to be highly efficient in terms of resource usage, making it suitable for scaling. The key features of
To use
The project is geared towards developers and power users who need an efficient and customizable coding environment. With its advanced memory management system,
In a nutshell, jcode is redefining the coding experience with its lightning-fast performance, sleek UI, and intelligent memory system - making it the ultimate coding sidekick for the modern developer!
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ https://github.com/1jehuang/jcode
๐ Coding Agent Harness
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The jcode project is a next-generation coding agent harness designed for multi-session workflows, infinite customizability, and performance. It's built to be highly efficient in terms of resource usage, making it suitable for scaling. The key features of
jcode include its ability to handle multiple sessions with minimal memory footprint, a fast boot-up time, and support for customizable side panels and diagrams. To use
jcode, you can install it via a simple bash script: curl -fsSL https://raw.githubusercontent.com/1jehuang/jcode/master/scripts/install.sh | bash
The project is geared towards developers and power users who need an efficient and customizable coding environment. With its advanced memory management system,
jcode allows agents to recall relevant information without relying on external memory tools. In a nutshell, jcode is redefining the coding experience with its lightning-fast performance, sleek UI, and intelligent memory system - making it the ultimate coding sidekick for the modern developer!
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๐ palmier-io/palmier-pro caught my eye on GitHub Trending today.
๐ https://github.com/palmier-io/palmier-pro
๐ macOS video editor built for AI
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Palmier Pro is an open-source video editor for Mac, built from scratch with Swift, that lets you generate and edit videos together with your agent inside the timeline. The key features include a Swift-native video editor, built-in generative AI with models like Seedance and Kling, and integration with agents like Claude, Codex, and Cursor via MCP. To use it, simply download the app, connect your agent, and start creating. From a
One-liner takeaway: Palmier Pro revolutionizes video editing by combining human creativity with AI power, making it a game-changer for the industry.
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ https://github.com/palmier-io/palmier-pro
๐ macOS video editor built for AI
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Palmier Pro is an open-source video editor for Mac, built from scratch with Swift, that lets you generate and edit videos together with your agent inside the timeline. The key features include a Swift-native video editor, built-in generative AI with models like Seedance and Kling, and integration with agents like Claude, Codex, and Cursor via MCP. To use it, simply download the app, connect your agent, and start creating. From a
technical standpoint, Palmier Pro exposes an MCP server at http://127.0.0.1:19789/mcp and supports macOS 26 (Tahoe) on Apple Silicon. The target audience includes video editors, developers, and anyone interested in AI-powered video creation. One-liner takeaway: Palmier Pro revolutionizes video editing by combining human creativity with AI power, making it a game-changer for the industry.
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๐ง Channel: https://xn--r1a.website/GithubRe
โค1
๐ฅ calesthio/OpenMontage is trending โ and it deserves your attention.
๐ https://github.com/calesthio/OpenMontage
๐ World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
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Unlock the power of video production with OpenMontage, the first open-source, agentic video production system. This innovative platform allows you to create stunning videos by simply describing what you want in plain language, and your agent handles the rest - from research and scripting to asset generation, editing, and final composition.
Key features of OpenMontage include:
- Starting from a reference video to create a grounded production plan
- Generating AI images, writing and narrating scripts, and finding royalty-free background music
- Rendering final videos with real-footage or image-based paths
- Utilizing various tools and providers, such as Remotion, HyperFrames, and FFmpeg
Technical highlights include:
- Support for multiple AI coding assistants, such as Claude Code, Cursor, and Copilot
- Optional API keys for additional tools and providers, such as FLUX, Google Veo, and OpenAI
- Local video generation capabilities with GPU support
OpenMontage is designed for creatives, developers, and anyone looking to produce high-quality videos without extensive video production experience. With its user-friendly interface and robust features, OpenMontage makes it easy to bring your video ideas to life.
Get started by cloning the repository, installing the prerequisites, and running the setup script. Then, simply describe your video idea to your AI coding assistant, and let OpenMontage handle the rest.
In short, OpenMontage is a game-changer for video production - turn your ideas into stunning videos with ease, and unleash your creativity.
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ https://github.com/calesthio/OpenMontage
๐ World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
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Unlock the power of video production with OpenMontage, the first open-source, agentic video production system. This innovative platform allows you to create stunning videos by simply describing what you want in plain language, and your agent handles the rest - from research and scripting to asset generation, editing, and final composition.
Key features of OpenMontage include:
- Starting from a reference video to create a grounded production plan
- Generating AI images, writing and narrating scripts, and finding royalty-free background music
- Rendering final videos with real-footage or image-based paths
- Utilizing various tools and providers, such as Remotion, HyperFrames, and FFmpeg
Technical highlights include:
- Support for multiple AI coding assistants, such as Claude Code, Cursor, and Copilot
- Optional API keys for additional tools and providers, such as FLUX, Google Veo, and OpenAI
- Local video generation capabilities with GPU support
OpenMontage is designed for creatives, developers, and anyone looking to produce high-quality videos without extensive video production experience. With its user-friendly interface and robust features, OpenMontage makes it easy to bring your video ideas to life.
Get started by cloning the repository, installing the prerequisites, and running the setup script. Then, simply describe your video idea to your AI coding assistant, and let OpenMontage handle the rest.
In short, OpenMontage is a game-changer for video production - turn your ideas into stunning videos with ease, and unleash your creativity.
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ Meet chopratejas/headroom: a gem from today's GitHub trending list.
๐ https://github.com/chopratejas/headroom
๐ Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
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Headroom is a context compression layer for AI agents that reduces the number of tokens sent to LLMs by 60-95%. This library, proxy, and MCP solution works with various agents, including Claude, Codex, and Copilot, to compress tool outputs, logs, RAG chunks, files, and conversation history. Key features include:
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- Cross-agent memory sharing
- Reversible compression with original caching
Technical highlights include:
- ContentRouter for content type detection
- SmartCrusher, CodeCompressor, and Kompress-base for compression
- CacheAligner for prefix stabilization
Audience: Developers and users of AI agents, particularly those working with LLMs.
To get started, simply install Headroom using
One-liner takeaway: Headroom reduces the tokens sent to LLMs, resulting in significant cost savings without compromising accuracy, making it a valuable tool for AI agent users.
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๐ง Channel: https://xn--r1a.website/GithubRe
๐ https://github.com/chopratejas/headroom
๐ Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
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Headroom is a context compression layer for AI agents that reduces the number of tokens sent to LLMs by 60-95%. This library, proxy, and MCP solution works with various agents, including Claude, Codex, and Copilot, to compress tool outputs, logs, RAG chunks, files, and conversation history. Key features include:
-
compress(messages) function in Python or TypeScript -
headroom proxy for zero-code changes -
headroom wrap for agent compatibility - Cross-agent memory sharing
- Reversible compression with original caching
Technical highlights include:
- ContentRouter for content type detection
- SmartCrusher, CodeCompressor, and Kompress-base for compression
- CacheAligner for prefix stabilization
Audience: Developers and users of AI agents, particularly those working with LLMs.
To get started, simply install Headroom using
pip install headroom-ai[all] or npm install headroom-ai, then pick your mode and see the savings. One-liner takeaway: Headroom reduces the tokens sent to LLMs, resulting in significant cost savings without compromising accuracy, making it a valuable tool for AI agent users.
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๐ง Channel: https://xn--r1a.website/GithubRe