ðĄ pingdotgg/t3code just hit the trending charts â here's why it matters.
ð https://github.com/pingdotgg/t3code
ð No description.
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T3 Code is an open-source "agent harness control surface" that lets you control agents like Codex, Claude, and Cursor from a best-in-class mobile app, web app, or Electron-based desktop app. It's designed to be performant, remote-ready, and truly open, allowing you to fork and build your own editor if needed.
To get started, you'll need to install and authenticate at least one provider, such as Codex or Claude, and then run
The project is still in its early stages, so expect bugs, and contributions are currently not being accepted, except for small fixes.
Some key features include:
* Support for multiple agents and providers
* Remote access from a phone or another machine
* Customizable project icons and keyboard shortcuts
* Source control integrations
For developers, T3 Code uses Vite+ and provides a
Takeaway: T3 Code is a powerful, open-source tool for controlling agents and building custom development experiences - and it's just getting started!
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ð§ Channel: https://t.iss.one/GithubRe
ð https://github.com/pingdotgg/t3code
ð No description.
ââââââââââââââââââââââââââââââ
T3 Code is an open-source "agent harness control surface" that lets you control agents like Codex, Claude, and Cursor from a best-in-class mobile app, web app, or Electron-based desktop app. It's designed to be performant, remote-ready, and truly open, allowing you to fork and build your own editor if needed.
To get started, you'll need to install and authenticate at least one provider, such as Codex or Claude, and then run
npx t3@latest to launch the T3 Code backend and local web app. You can also install the desktop app from GitHub Releases or your favorite package registry.The project is still in its early stages, so expect bugs, and contributions are currently not being accepted, except for small fixes.
Some key features include:
* Support for multiple agents and providers
* Remote access from a phone or another machine
* Customizable project icons and keyboard shortcuts
* Source control integrations
For developers, T3 Code uses Vite+ and provides a
vp command-line tool for building and installing dependencies.Takeaway: T3 Code is a powerful, open-source tool for controlling agents and building custom development experiences - and it's just getting started!
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ð§ Channel: https://t.iss.one/GithubRe
âĪ1
Forwarded from Machine Learning with Python
ðĻ SURPRISE ALERT! ðĻ
Stop paying full price on Udemy. Seriously. ðļ
I built a bot that hunts down 100% FREE Udemy coupons 24/7 â while you sleep, eat, or scroll. ðŊ
Here's the magic:
ð Mini App catalog â every active free coupon in one place
ð Auto-push â new courses land straight in your chat
ðĒ Live channel â never miss a deal
Why it matters?
Most people pay $200+ for courses you can grab for $0 â if you know where to look. Now you have a bot that does the looking for you. âĄ
ð Try it now: https://t.iss.one/UdemySybot?start=ref_channel
Your future self (and your wallet) will thank you. ð
Stop paying full price on Udemy. Seriously. ðļ
I built a bot that hunts down 100% FREE Udemy coupons 24/7 â while you sleep, eat, or scroll. ðŊ
Here's the magic:
ð Mini App catalog â every active free coupon in one place
ð Auto-push â new courses land straight in your chat
ðĒ Live channel â never miss a deal
Why it matters?
Most people pay $200+ for courses you can grab for $0 â if you know where to look. Now you have a bot that does the looking for you. âĄ
ð Try it now: https://t.iss.one/UdemySybot?start=ref_channel
Your future self (and your wallet) will thank you. ð
Telegram
Free Courses Bot
The first bot in the world of Telegram that offers free courses, free certificates.
ð GitX â AI-powered Git workflow automation
GitX is a portable Agent Skill that helps AI agents work with Git more safely and efficiently.
âĻ Features:
âĒ Smart Conventional Commits
âĒ Automatic commit grouping
âĒ Branch creation & management
âĒ Pre-commit checks
âĒ PR & Issue automation
âĒ Merge/rebase conflict assistance
âĒ Selective commits
âĒ Sensitive file warnings
Works with Codex, Claude Code, Cursor and other Agent Skills-compatible AI agents.
ð GitHub: https://github.com/MusoyanGrigor/gitx-skill
GitX is a portable Agent Skill that helps AI agents work with Git more safely and efficiently.
âĻ Features:
âĒ Smart Conventional Commits
âĒ Automatic commit grouping
âĒ Branch creation & management
âĒ Pre-commit checks
âĒ PR & Issue automation
âĒ Merge/rebase conflict assistance
âĒ Selective commits
âĒ Sensitive file warnings
Works with Codex, Claude Code, Cursor and other Agent Skills-compatible AI agents.
ð GitHub: https://github.com/MusoyanGrigor/gitx-skill
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Github Top Repositories
Photo
⥠NanmiCoder/MediaCrawler is making waves. Here's the full picture.
ð https://github.com/NanmiCoder/MediaCrawler
ð å°įšĒäđĶįŽčŪ° | čŊčŪšįŽčŦãæéģč§éĒ | čŊčŪšįŽčŦãåŋŦæč§éĒ | čŊčŪšįŽčŦãB įŦč§éĒ ï― čŊčŪšįŽčŦãåūŪååļå ï― čŊčŪšįŽčŦãįūåšĶčīīå§åļå ï― įūåšĶčīīå§čŊčŪšååĪįŽčŦ | įĨäđéŪįæįŦ ï―čŊčŪšįŽčŦ
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MediaCrawler is a powerful multi-platform media data collection tool that supports the collection of publicly available information from popular platforms like Xiaohongshu, Douyin, Kuaishou, Bilibili, Weibo, Tieba, and Zhihu.
The tool is built using the
Key features of MediaCrawler include:
* Support for multiple platforms
* Keyword search and specified post ID crawling
* Comment crawling and generation of word clouds
* Login state caching and IP proxy pool
* Data storage in various formats such as CSV, JSON, and Excel
Technical highlights include the use of
Audience: MediaCrawler is suitable for developers, researchers, and individuals who need to collect data from social media platforms for analysis, research, or other purposes.
To get started, users can
One-liner takeaway: MediaCrawler is a versatile and powerful tool for collecting publicly available data from multiple social media platforms, making it an ideal solution for researchers, developers, and analysts.
ââââââââââââââââââââââââââââââ
ð§ Channel: https://t.iss.one/GithubRe
ð https://github.com/NanmiCoder/MediaCrawler
ð å°įšĒäđĶįŽčŪ° | čŊčŪšįŽčŦãæéģč§éĒ | čŊčŪšįŽčŦãåŋŦæč§éĒ | čŊčŪšįŽčŦãB įŦč§éĒ ï― čŊčŪšįŽčŦãåūŪååļå ï― čŊčŪšįŽčŦãįūåšĶčīīå§åļå ï― įūåšĶčīīå§čŊčŪšååĪįŽčŦ | įĨäđéŪįæįŦ ï―čŊčŪšįŽčŦ
ââââââââââââââââââââââââââââââ
MediaCrawler is a powerful multi-platform media data collection tool that supports the collection of publicly available information from popular platforms like Xiaohongshu, Douyin, Kuaishou, Bilibili, Weibo, Tieba, and Zhihu.
The tool is built using the
Playwright browser automation framework and does not require JavaScript reverse engineering. It utilizes a saved login state and browser context to obtain signature parameters through JavaScript expressions.Key features of MediaCrawler include:
* Support for multiple platforms
* Keyword search and specified post ID crawling
* Comment crawling and generation of word clouds
* Login state caching and IP proxy pool
* Data storage in various formats such as CSV, JSON, and Excel
Technical highlights include the use of
Playwright for browser automation, a uv package manager for dependency management, and a Node.js installation for running the tool.Audience: MediaCrawler is suitable for developers, researchers, and individuals who need to collect data from social media platforms for analysis, research, or other purposes.
To get started, users can
install the required dependencies, configure the tool, and run the crawler using the provided commands.One-liner takeaway: MediaCrawler is a versatile and powerful tool for collecting publicly available data from multiple social media platforms, making it an ideal solution for researchers, developers, and analysts.
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ð§ Channel: https://t.iss.one/GithubRe
âĪ2
ð Deep-diving into addyosmani/agent-skills â fresh off the trending list.
ð https://github.com/addyosmani/agent-skills
ð Production-grade engineering skills for AI coding agents.
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Agent Skills is a GitHub repository that provides production-grade engineering skills for AI coding agents. The repository includes 24 skills that encode workflows, quality gates, and best practices for senior engineers. These skills are packaged to help AI agents follow them consistently across every phase of development.
The repository offers 8 slash commands that map to the development lifecycle, including
To get started, you can install the skills using the skills CLI or by cloning the repository and following the setup instructions for your preferred tool, such as Claude Code, Cursor, or Codex.
The repository is designed for developers who want to automate manual steps and ensure consistent quality in their code. The skills are structured workflows with steps, verification gates, and anti-rationalization tables that help AI agents make informed decisions.
Agent Skills is a powerful tool for any developer looking to improve their coding efficiency and quality - it's like having a senior engineer guiding your AI coding agent every step of the way!
ââââââââââââââââââââââââââââââ
ð§ Channel: https://t.iss.one/GithubRe
ð https://github.com/addyosmani/agent-skills
ð Production-grade engineering skills for AI coding agents.
ââââââââââââââââââââââââââââââ
Agent Skills is a GitHub repository that provides production-grade engineering skills for AI coding agents. The repository includes 24 skills that encode workflows, quality gates, and best practices for senior engineers. These skills are packaged to help AI agents follow them consistently across every phase of development.
The repository offers 8 slash commands that map to the development lifecycle, including
/spec, /plan, /build, /test, /review, /webperf, /code-simplify, and /ship. It also includes a /build auto command that generates a plan and implements every task in a single approved pass.To get started, you can install the skills using the skills CLI or by cloning the repository and following the setup instructions for your preferred tool, such as Claude Code, Cursor, or Codex.
The repository is designed for developers who want to automate manual steps and ensure consistent quality in their code. The skills are structured workflows with steps, verification gates, and anti-rationalization tables that help AI agents make informed decisions.
Agent Skills is a powerful tool for any developer looking to improve their coding efficiency and quality - it's like having a senior engineer guiding your AI coding agent every step of the way!
ââââââââââââââââââââââââââââââ
ð§ Channel: https://t.iss.one/GithubRe
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Github Top Repositories
Photo
ðĄ paperclipai/paperclip just hit the trending charts â here's why it matters.
ð https://github.com/paperclipai/paperclip
ð The open-source app everyone uses to manage agents at work
ââââââââââââââââââââââââââââââ
Paperclip is an open-source platform that helps manage AI agents for work. It's designed to orchestrate a team of AI agents to run a business, allowing users to bring their own agents, assign goals, and track work and costs from one dashboard. Under the hood, Paperclip has org charts, budgets, governance, goal alignment, and agent coordination.
The platform is built around four pillars:
Paperclip is suitable for those who want to build autonomous AI companies, coordinate multiple agents, and manage costs. The platform is mobile-ready, allowing users to monitor and manage their autonomous businesses from anywhere.
In short, Paperclip is the control plane for your autonomous business, and with it, you can manage business goals, not pull requests.
ââââââââââââââââââââââââââââââ
ð§ Channel: https://t.iss.one/GithubRe
ð https://github.com/paperclipai/paperclip
ð The open-source app everyone uses to manage agents at work
ââââââââââââââââââââââââââââââ
Paperclip is an open-source platform that helps manage AI agents for work. It's designed to orchestrate a team of AI agents to run a business, allowing users to bring their own agents, assign goals, and track work and costs from one dashboard. Under the hood, Paperclip has org charts, budgets, governance, goal alignment, and agent coordination.
The platform is built around four pillars:
Agentic Task Manager, Org Chart for Agents, Agent Employee Training, and Agentic OS. It features a Bring Your Own Agent approach, Goal Alignment, Heartbeats, Cost Control, and Governance. Paperclip is suitable for those who want to build autonomous AI companies, coordinate multiple agents, and manage costs. The platform is mobile-ready, allowing users to monitor and manage their autonomous businesses from anywhere.
In short, Paperclip is the control plane for your autonomous business, and with it, you can manage business goals, not pull requests.
ââââââââââââââââââââââââââââââ
ð§ Channel: https://t.iss.one/GithubRe
âĪ1
ð Deep-diving into PrimeIntellect-ai/prime-agent â fresh off the trending list.
ð https://github.com/PrimeIntellect-ai/prime-agent
ð A self-improving RLM agent for coding workflows and long-running autonomous tasks.
ââââââââââââââââââââââââââââââ
The Prime Agent is a self-improving Recursive Language Model (RLM) agent designed for general and long-running work. Its key features include a persistent Python control environment and durable harness state, allowing useful working context and reusable operating patterns to outlive a single chat window.
The agent combines a
You can install the agent using
Getting started is straightforward: simply run
The Prime Agent is perfect for researchers, developers, and anyone looking for a powerful tool to streamline their workflow.
Takeaway: With Prime Agent, you can work smarter, not harder.
ââââââââââââââââââââââââââââââ
ð§ Channel: https://t.iss.one/GithubRe
ð https://github.com/PrimeIntellect-ai/prime-agent
ð A self-improving RLM agent for coding workflows and long-running autonomous tasks.
ââââââââââââââââââââââââââââââ
The Prime Agent is a self-improving Recursive Language Model (RLM) agent designed for general and long-running work. Its key features include a persistent Python control environment and durable harness state, allowing useful working context and reusable operating patterns to outlive a single chat window.
The agent combines a
Continual Harness that stores supplemental prompts, memories, and reusable subagent specifications with a Recursive Language Model (RLM) that treats context as variables and tools like recursive subagents as function calls. You can install the agent using
curl -fsSL https://app.primeintellect.ai/prime-agent/install.sh | shand start it from the repository or directory you want it to work in.
Getting started is straightforward: simply run
prime-agentand follow the prompts. The agent is built for long-running work, especially for evaluations in research, with features like direct agent-to-agent communication, daemon-backed continuity, and heartbeats and schedules.
The Prime Agent is perfect for researchers, developers, and anyone looking for a powerful tool to streamline their workflow.
Takeaway: With Prime Agent, you can work smarter, not harder.
ââââââââââââââââââââââââââââââ
ð§ Channel: https://t.iss.one/GithubRe
ðŊ LadybirdBrowser/ladybird landed on trending. Worth a proper look.
ð https://github.com/LadybirdBrowser/ladybird
ð Truly independent web browser
ââââââââââââââââââââââââââââââ
The Ladybird browser is a truly independent web browser, built using a novel engine based on web standards. It features a multi-process architecture with separate processes for UI, rendering, image decoding, and networking, making it more robust against malicious content.
Key features include
To get started, follow the build instructions to build and run Ladybird on Linux, macOS, Windows, or other Unix-like systems.
The project is currently in a pre-alpha state and is primarily suited for developers. To participate, join the Discord server and read the
One-liner takeaway: Ladybird is a developer-oriented, independently-engineered browser that's
ââââââââââââââââââââââââââââââ
ð§ Channel: https://t.iss.one/GithubRe
ð https://github.com/LadybirdBrowser/ladybird
ð Truly independent web browser
ââââââââââââââââââââââââââââââ
The Ladybird browser is a truly independent web browser, built using a novel engine based on web standards. It features a multi-process architecture with separate processes for UI, rendering, image decoding, and networking, making it more robust against malicious content.
Key features include
out-of-process image decoding and network connections, as well as a sandboxed renderer process for each tab. Ladybird inherits various core library components from SerenityOS, such as LibWeb, LibJS, and LibCrypto.To get started, follow the build instructions to build and run Ladybird on Linux, macOS, Windows, or other Unix-like systems.
The project is currently in a pre-alpha state and is primarily suited for developers. To participate, join the Discord server and read the
CONTRIBUTING.md guidelines.One-liner takeaway: Ladybird is a developer-oriented, independently-engineered browser that's
still in its early stages, but shows great promise for a secure and robust browsing experience.ââââââââââââââââââââââââââââââ
ð§ Channel: https://t.iss.one/GithubRe