Independent Column

Open-source projects worth exploring

Runnable, documented projects worth studying and extending.

OthersJust BashPW
Agent tools, Bash, terminals, Vercel

Just Bash

Vercel Labs' Agent Bash tool enables AI Agents to securely and efficiently execute Bash commands, providing standardized endpoint interaction capabilities

1822
View repository
OthersmngrPW
Agent management, CLI tools, multi-agent, DevOps

mngr

Imbue's open-source AI Agent management CLI tool manages coding agents like git code, supporting deployment across multiple environments such as SSH, Docker, and Modal

1822
View repository
OthersQwen CodePW
AI Agent, coding assistant, terminal tool, open source

Qwen Code

The Tongyi Qianwen team's open-source terminal AI coding agent is an open-source alternative to Claude Code, supporting local operation and multi-model switching

1824
View repository
OthersOnyxPW
AI platform, RAG, enterprise-grade, open source, LLM

Onyx

An open-source AI platform supporting integration with all mainstream LLMs, offering advanced AI conversational functions, and built-in document retrieval, permission management, and enterprise-level deployment capabilities.

1822
View repository
OthersTimesFMPW
Time series, prediction, foundational models, Google, machine learning

TimesFM

Google Research developed a time series foundational model, a pre-trained general-purpose time series prediction model that can be transferred to various prediction tasks with zero shots.

1823
View repository
OthersheadroomPW
Context optimization, token management, LLM tools, developer tools

headroom

The context optimization layer of LLM applications helps developers intelligently compress and manage context windows, reducing token consumption while maintaining output quality.

1822
View repository
Otherssystem_prompts_leaksPW
System prompts, prompt-engineering, AI safety, reverse engineering

system_prompts_leaks

It includes a collection of system prompt leaks from mainstream AI products such as ChatGPT, Claude, Gemini, and Grok, updated regularly. It is a treasure trove for learning top-tier AI product prompt design.

1824
View repository
AI and AgentsOh My Codex (OMX)PW
codex, agent, workflow, cli

Oh My Codex (OMX)

The workflow enhancement layer of OpenAI Codex CLI supports extensions such as hooks, agent teams, and HUDs, making Codex more powerful

1823
View repository
AI and AgentsMultica - An open-source AI coding agent management platformPW
AI Agent, coding assistant, team collaboration, multi-agent, TypeScript

Multica - An open-source AI coding agent management platform

An open-source AI coding agent management platform turns coding agents into true teammates—assign tasks, track progress, and accumulate skills. Supports multi-agent collaboration, enabling AI development teams to operate efficiently.

1822
View repository
OthersOpenCodePW
coding-agent, terminal, open-source, IDE

OpenCode

An open-source AI encoding agent supporting both terminal and desktop applications, multilingual interface, one-click installation, compatible with all mainstream LLM providers, and an open-source alternative to Claude Code and Cursor.

1823
View repository
OthersOh My OpenAgentPW
coding-agent, multi-model, orchestration, open-source

Oh My OpenAgent

48,000 stars of open-source agent orchestration tools, supporting multi-model mixing (Claude/Kimi/GLM/GPT/Gemini), automatic task allocation and disciplined execution, known as a faster coding agent than Claude Code.

1822
View repository
OthersFFF.nvim - AI Agent for ultra-fast file searchPW
AI Agent, file search, MCP, development tools, Neovim

FFF.nvim - AI Agent for ultra-fast file search

A high-speed file search tool designed for AI programming agents, with built-in memory functions to reduce token consumption. Supports MCP protocol, can integrate Claude Code, Codex, and more.

1823
View repository
OtherstokscalePW
CLI, token tracking, AI coding, development tools

tokscale

AI Coding Agent Token Usage Tracking CLI Tool Supports token consumption monitoring for mainstream AI coding assistants such as Claude Code, Codex, OpenClaw, Gemini, Cursor, and provides global leaderboards and 2D/3D contribution charts

1822
View repository
Otherseverything-claude-codePW
agent, claude-code, optimization, coding

everything-claude-code

Performance optimization systems for coding agents such as Claude Code / Codex / Cursor include skill trees, instinctive responses, memory management, security policies, and research-first development methodologies. GitHub grew by 23,000+ stars this week.

1821
View repository
OthersChatLabPW
AI analysis, chat history, agents, social data, TypeScript

ChatLab

Localized chat history AI analysis tool: Through AI Agents, deeply analyze social data and generate insight reports to help you rediscover social memories

1822
View repository
OthersGraphitiPW
Knowledge graph, agent memory, temporal data, RAG, context graph

Graphiti

A framework for building AI Agent's real-time knowledge graph, supporting temporal-aware context graphs, tracking facts over time, and supporting incremental updates and hybrid retrieval (semantics + keywords + graph traversal).

1822
View repository
OthersmngrPW
agent management, CLI, orchestration, and development tools

mngr

Imbue AI's open-source Agent Management CLI tool is used to manage and orchestrate the operation of multiple AI Agents within the terminal. Lightweight design, suitable for developers to quickly schedule Agent tasks.

1721
View repository
OthersLast30Days SkillPW
AI Agent, research, information aggregation, Python

Last30Days Skill

AI Agent skills: Automatically research any topic across platforms such as Reddit, X, YouTube, HN, Polymarket, and generate comprehensive summary reports. 18k+ stars。

1722
View repository
OthersGoogle AI Edge GalleryPW
On-device AI, Gemma, mobile, offline inference, Google

Google AI Edge Gallery

Google's official on-device AI model experience platform supports offline operation of open-source large models like Gemma 4 on phones, offering fully local inference, privacy and security, and extremely fast speed

1722
View repository
OthersMulticaPW
agent-platform, team, coding-agent, open-source

Multica

An open-source managed agent platform that turns coding agents into true teammates. Supports task allocation, progress tracking, and skill accumulation, making AI Agent team collaboration more efficient.

1720
View repository
OthersVoxCPMPW
TTS, voice-cloning, speech-synthesis, open-source

VoxCPM

OpenBMB launched a tokenizer-free TTS model supporting multilingual voice generation, creative voice design, and high-fidelity voice cloning. Based on a brand-new architecture, high-quality speech is generated directly from text.

1720
View repository
OthersHeadroomPW
LLM, context optimization, token management, prompt engineering

Headroom

The context optimization layer of LLM applications helps you intelligently manage and compress prompt context, maximizing information density within a limited token budget.

1722
View repository
OthersKoharuPW
Comic translation, ML, Rust, OCR

Koharu

A machine learning-based comic translator written in Rust, automatically recognizing and translating comic text bubbles, supporting multiple languages

1722
View repository
OthersDaftPW
data-engine, multimodal, rust, python

Daft

High-performance AI data engine supporting large-scale processing of images, audio, video, and structured data, with a Rust core + Python interface

1722
View repository