Independent Column

Open-source projects worth exploring

Runnable, documented projects worth studying and extending.

Othersfff.nvimPW
Neovim, Rust, file search, AI Agent, development tools

fff.nvim

The fastest and most accurate file search toolkit for AI Agents and Neovim, written in Rust. Supports fuzzy search and semantic matching, and can be used by AI coding assistants as efficient file location tools. This week, GitHub received 2400+ stars.

1519
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OthersCraft AgentsPW
AI Agent, GUI, Claude Code, Workflow, Open Source

Craft Agents

The native Agent interface is open-sourced by the craft.do team, built on the Claude Agent SDK and Pi SDK. Provides intuitive multitasking, seamless connection to any API/service, session sharing, and a document-centric workflow that replaces traditional CLIs.

1519
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OthersGoogle ADK GoPW
Google, Go language, Agent framework, MCP

Google ADK Go

Google's official open-source Go language Agent Development Kit provides a code-first toolkit for building, evaluating, and deploying AI Agents. Supports multi-agent workflow orchestration, tool calls, and MCP integration, suitable for production-level agent application development.

1518
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OthersTokScalePW
Token tracking, CLI tools, cost management, AI coding

TokScale

Cross-platform token usage tracking CLI tool, supporting mainstream AI coding assistants such as OpenCode, Claude Code, Codex, Gemini, Cursor, and more. Provides global leaderboards and 2D/3D contribution charts to help developers understand and control AI coding costs.

1519
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OthersAndrej Karpathy SkillsPW
Claude Code, coding rules, best practices, code quality

Andrej Karpathy Skills

Based on Andrej Karpathy's observations on LLM coding pitfalls, the CLAUDE.md rule file helps Claude Code avoid common coding errors and improve the quality of AI-assisted programming. A single file can significantly improve AI coding behavior.

1518
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OthersAgentFieldPW
AI Agent, microservices, Go, backend framework, open source

AgentField

An AI backend framework that builds and runs AI agents just like microservices. Supports routing, orchestration, memory management, asynchronous execution, and encrypted audit traces, with each function automatically becoming a REST endpoint.

1519
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OthersOpen-LLM-VTuberPW
VTuber, voice AI, Live2D, open source

Open-LLM-VTuber

An open-source AI VTuber framework supporting hands-free voice interaction, voice interruption, and Live2D facial capture, capable of running locally and connecting to any LLM. Cross-platform support, suitable for creating personalized AI virtual streamers.

1518
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OthersFireRed-OpenStorylinePW
Video editing, AI Agent, content creation, automation

FireRed-OpenStoryline

AI video editing agent transforms manual editing into intent-driven directing mode through natural language interaction. Supports LLM planning, precise tool orchestration, and reusable Style Skills, enabling transparent human-machine collaborative video creation.

1518
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Efficiency toolsOpenScreen - An open-source screen recording toolPW
Screen recording, open source, video, tools

OpenScreen - An open-source screen recording tool

A free and open-source screen recording tool, watermark-free, subscription-free, and suitable for commercial use. An open-source alternative to Screen Studio, it ranked first on GitHub's trending list this week, with 15,000+ stars

1518
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OthersCarbonylPW
terminal, browser, Rust, Chromium

Carbonyl

Chromium browser running in the terminal! Renders web pages as terminal character images, supports full web standards, and is suitable for GUI-free server environments. 18k stars。

1518
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Development and engineeringCompound Engineering PluginPW
claude-code, codex, engineering, plugin

Compound Engineering Plugin

Every Company's composite engineering plugin is suitable for AI coding tools such as Claude Code and Codex, enabling multi-agent collaborative engineering.

1519
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OthersqmdPW
Semantic search, on-premises deployment, knowledge management, CLI tools

qmd

Mini local document search engine, supports semantic search of various documents such as knowledge bases and meeting notes. Using the most advanced search methods currently available, it runs fully locally and was developed by Shopify founder Tobi. ⭐18K+

1518
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OthersMLX-VLM - Mac-native visual language modelPW
VLM, Apple MLX, Mac, local inference, visual modeling

MLX-VLM - Mac-native visual language model

Run and fine-tune the Visual Language Model (VLM) on Mac using the Apple MLX framework. Supports mainstream open-source VLM, so local inference does not require GPU servers.

1518
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OthersLocal Deep Research - Local Deep Research EnginePW
In-depth research, on-premises deployment, RAG, academic, privacy

Local Deep Research - Local Deep Research Engine

A localized in-depth research tool, SimpleQA benchmark achieves ~95% accuracy. Supports local models such as Ollama, searches for 10+ data sources such as arXiv and PubMed, with full local encryption.

1519
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OthersPi MonoPW
AI Agent, coding agent, LLM API, toolbox, TypeScript

Pi Mono

All-in-One AI Agent Development Toolbox: Coding Agent CLI, unified multi-LLM API, terminal and web UI libraries, Slack bots, vLLM deployment management, enabling one-stop AI Agent application building

1519
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OthersPi-MonoPW
AI Agent, toolkit, LLM API, coding agent, vLLM

Pi-Mono

AI Agent Toolkit: Integrated coding agent CLI, unified LLM API, TUI/Web UI library, and Slack Bot. Supports vLLM pods deployment, a popular project for 31k+ Star.

1520
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OthersTradingView MCPPW
MCP, quantitative trading, technical analysis, cryptocurrency

TradingView MCP

Advanced TradingView MCP Server provides AI assistants with real-time cryptocurrency and stock screening, technical indicator analysis, Bollinger band intelligent analysis, and candlestick pattern recognition. Supports multiple exchanges.

1519
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OthersCocoIndexPW
RAG, data processing, Rust, knowledge graph, vector index

CocoIndex

AI data transformation framework, Rust core engine, supports incremental processing and data pedigree tracing. With ~100 lines of Python, you can declare a data pipeline, converting documents into vector indexes, knowledge graphs, and other structured data, suitable for RAG and contextual engineering scenarios.

1519
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OthersCompound Engineering PluginPW
Claude Code, coding tools, team collaboration, TypeScript

Compound Engineering Plugin

Every's open-source composite engineering plugin provides enhanced team collaboration for AI coding tools like Claude Code and Codex, supporting multi-agent engineering workflows.

1519
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Othersfff.nvimPW
AI Agent, file search, Neovim, Rust, development tools

fff.nvim

The fastest and most accurate file search toolkit for AI Agents, supporting Neovim/Rust/C/NodeJS, enabling agents to efficiently locate code

1520
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Othersvercel-labs/just-bashPW
bash, agent, vercel, cli

vercel-labs/just-bash

Vercel Labs' Bash for Agents tool enables AI Agents to execute Bash commands more securely and efficiently, making it suitable for agent automation scenarios.

1520
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OthersCompound Engineering PluginPW
Claude Code, Codex, multi-agent, team collaboration, TypeScript

Compound Engineering Plugin

Every's open-source composite engineering plugin supports Claude Code and Codex, enabling team-level multi-agent collaborative development workflows

1520
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OthersSuperpowersPW
AI Agent, skill framework, development methodology, Claude Code

Superpowers

An Agentic skill framework and software development methodology to help AI coding agents obtain reusable superpower skill packages

1519
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AI and AgentsMicrosoft Agent Framework — Microsoft's multi-agent orchestration frameworkPW
Microsoft, Agent, Multi-Agent, Orchestration, Python

Microsoft Agent Framework — Microsoft's multi-agent orchestration framework

Microsoft's official open-source AI Agent construction and orchestration framework supports Python/.NET multi-agent workflows

1519
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