Independent Column

Open-source projects worth exploring

Runnable, documented projects worth studying and extending.

Othersminimind - 2 hours to train your own GPTPW
Large models, training, tutorials, and lightweight models

minimind - 2 hours to train your own GPT

Best entry-level large model project, training GPT with 26M parameters from scratch in 2 hours, supporting pre-training, SFT, and RLHF full processes

2837
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OthersdimosPW
robotics, agent-os, hardware, multi-agent

dimos

Agentic OS for physical space. Supports controlling hardware platforms such as humanoid robots, quadruped robots, and drones using natural language, building multi-agent systems that seamlessly collaborate with physical sensors (cameras, LiDAR, actuators).

2732
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OthersOpen-SWEPW
agent, coding, langchain, swe

Open-SWE

An open-source asynchronous programming agent from LangChain, supporting autonomous planning and code modification, and serving as an alternative to SWE-bench

2736
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AI and AgentsDexterPW
Financial analytics, agents, automated research, real-time data

Dexter

An autonomous financial research agent that automatically breaks down complex financial problems, calls real-time market data, and self-verifies results. Like Claude Code, it is designed specifically for financial research

2734
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OthersTradingAgents-CNPW
Multiple agents, financial trading, Chinese, A-shares

TradingAgents-CN

Based on multi-agent LLMs, the Chinese financial trading framework TradingAgents Chinese Enhanced Edition supports A-share market analysis and trading strategies

2732
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Othersclaude-plugins-officialPW
Claude Code, plugin, Anthropic, official

claude-plugins-official

Anthropic's officially maintained high-quality Claude Code plugin directory offers a reviewed plugin collection, making it the best reference for learning plugin development

2732
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AI and AgentsLast30Days Skill — AI multi-platform research skillsPW
Agent skills, research, multi-platform, Python

Last30Days Skill — AI multi-platform research skills

AI Agent Skills: Automatically research trending topics on platforms like Reddit, X, YouTube, and HN over the past 30 days and generate summary reports

2735
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Othersvllm-omniPW
Multimodal, LLM inference, vLLM, model services

vllm-omni

vLLM is a multimodal inference framework that supports efficient inference services for full-modal models such as text, images, and audio, representing the next evolution of vLLM

2634
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OthersSuperpowersPW
agent, skills, framework, methodology

Superpowers

An agent skills framework and software development methodology to help build AI agents with professional capabilities. It has earned over 100,000 stars and is currently one of the hottest open-source Agent Skills projects.

2634
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Efficiency toolsPascal Editor — An online collaborative code editorPW
Editor, collaboration, open source, TypeScript

Pascal Editor — An online collaborative code editor

An open-source online code editor supporting real-time collaborative editing by multiple users

2634
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AI and AgentsLast30Days - AI topic research skillsPW
Research, agent skills, topic analysis, information aggregation

Last30Days - AI topic research skills

AI Agent skills, able to research any topic across Reddit, X, YouTube, Hacker News, Polymarket, and online platforms, then synthesize a well-documented summary

2631
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AI and AgentsagentscopePW
agent-framework, visual-builder, observability

agentscope

A visual agent construction and operation platform supports the development of agents that are observable, understandable, and trustworthy, lowering the threshold for agent development

2631
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AI and AgentsAI Scientist v2PW
AI research, automation, paper generation, agents

AI Scientist v2

AI Automated Research System v2: No need for human templates, autonomously generates hypotheses, runs experiments, and writes papers. The first fully autonomous AI paper has been accepted by ICLR Workshop

2631
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Efficiency toolsn8n-mcp - Automatically builds n8n workflows using AIPW
MCP, n8n, automation, workflow

n8n-mcp - Automatically builds n8n workflows using AI

AI editors like Claude Code and Cursor can automatically build n8n workflows using the MCP protocol, enabling natural language to generate automated workflows

2632
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Othersinsanely-fast-whisperPW
Speech recognition, Whisper, transcription, ASR

insanely-fast-whisper

The Whisper speech-to-text tool is optimized based on HuggingFace Transformers, dozens of times faster than the original, and supports batch transcription of large files.

2529
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OthersMiroThinkerPW
deep-research, agent, prediction, browsing

MiroThinker

MiroMindAI's in-depth research agent is optimized for complex research and prediction tasks. The latest model, MiroThinker-H1, scored 88.2 on the BrowseComp benchmark, boasting powerful web browsing and information synthesis capabilities.

2532
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OthersClaude Plugins OfficialPW
Claude Code, plugins, Anthropic, development tools

Claude Plugins Official

Anthropic's official high-quality Claude Code plugin catalog, offering a reviewed plugin collection that expands Claude Code's capabilities.

2532
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AI and AgentsVibeVoicePW
Voice AI, TTS, ASR, open source by Microsoft

VibeVoice

Microsoft's open-source cutting-edge voice AI framework supports 60-minute long audio transcription (including speaker and timestamp), real-time TTS, 50+ languages, and integrates HuggingFace Transformers

2429
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OthersOnyxPW
AI platforms, RAG, enterprise AI, knowledge bases

Onyx

An open-source AI dialogue platform supporting connections to all mainstream LLMs, with built-in RAG knowledge base, document parsing, and permission management, suitable for enterprise-level AI assistant deployment.

2429
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OthersDeep-Live-CamPW
Deepfakes, face-swapping, real-time processing, computer vision

Deep-Live-Cam

Real-time face-swapping and one-click video deepfake tools allow real-time face replacement with just one photo, supporting multiple AI models and real-time camera processing.

2330
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OthersGoogle LiteRT-LMPW
Edge-side inference, C++, LLM Runtime, mobile, Google

Google LiteRT-LM

A lightweight on-device LLM inference engine from Google, implemented in C++, designed as a large language model runtime optimized for mobile devices and embedded platforms

2328
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AI and AgentsHonchoPW
agent-memory, stateful-agent, personalization

Honcho

AI Agent memory management library, providing memory persistence and personalized interaction capabilities for constructing stateful agents.

2329
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OthersOpenScreenPW
Tools, screen recording, open source, video

OpenScreen

An open-source screen recording tool that can create beautiful demo videos, watermark-free, free for commercial use, and an open-source alternative to Screen Studio

2330
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OthersStrixPW
security, pentest, ai-hacker, vulnerability-scanner

Strix

An open-source AI security hacking tool that automatically detects and fixes security vulnerabilities within applications. Uses AI to simulate real attacker behavior for automated penetration testing.

2328
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