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Post-inference command execution. LLM produces a phrase, never a shell command.

CoderChat is an alternative to tools such as Void, Cursor, Qoder, Trae, and CodeBuddy.The core goal of this project is to benchmark the most user-friendly agent technology, reject token premium, and experience the charm of AI programming with the lowest token cost.

Automate penetration testing tasks with an LLM-driven multi-agent framework designed for security assessment.

TikTok Shop GMV Max diagnostic framework - 4 steps + Layer ABCD (bilingual EN/中文)

CAIAO — Server-as-atomic-unit framework for tool orchestration. Turn every solver, tool, or external capability into an independent Server process.

WIP: Currently finishing up Wotann before picking up Wotann Code again - The All-Father of AI agent harnesses. One install. Every model. Every channel. Full autonomy.

一个轻量级开源AI个人助手框架，用于学习与实践个人agent助手架构设计，基于ReAct架构，由中间路由层连接客户端与底层组件，实现了多模型适配、多平台适配和会话管理。 每阶段的开发路线、开发日志、代码审查记录都在文档中，方便学习与了解整个框架从0开始的搭建过程。

L4BYR1NTH: ARTIFEX Safety Evals

Marketplace Framework AI-Driven Dev : Context Engineering, Plugins, Agents, Skills, Hooks, Templates, SDLC

A Linux terminal Agent powered by LLMs. Analyzes user input, decides whether to execute terminal commands, and always returns results in structured JSON.

生产级 3GPP 5G 规范 RAG Agent：自然语言提问，回答带段落级原文引用 + 严格 grounding，覆盖 Rel-18/19 全部 TS。

Open-source Claude Code for academic papers — translate, write, review, and export research papers locally

OASiS — an open-source multi-physics and multi-code framework for verified computer simulations. Model Context Protocol (MCP) server connecting AI coding agents to 8 finite element solvers (FEniCSx, deal.II, 4C, NGSolve, scikit-fem, Kratos, DUNE-fem, FEBio) with cross-backend collation knowledge.

Chat with Claude Code from your phone via Telegram. Uses your Max plan auth (no API key) — runs as a systemd service on your own machine.

Iterative optimization for AI agents. Turn models into accurate, structured, production-ready systems.

Persistent memory for Claude Code — one command installs GitNexus, OMEGA, and Semble

Persistent memory for Claude Code — installs and wires GitNexus, OMEGA, and Semble

OpenAI Agents SDK source connector for OpenWright — capture agent runs, tools, handoffs, and approvals as evidence.

Failure classification and meta-evaluation for LLM agents

Transparent context reduction for LLMs