keerthanapranesh/claude-code-swarm-toolkit

Claude-Zeroclaw is a background daemon that sits between your terminal and the Claude Code CLI, acting as a context router and sub-agent orchestrator. Instead of sending every prompt straight to Claude, it tracks which files you edit together, which skills you use in sequence, and which sessions you reference, then automatically injects the most relevant context into each Claude Code request. It can break a complex task into smaller sub-agent workflows, where each sub-agent runs with its own context window, chosen model, and temperature setting, then merges the results back into the main conversation. It also syncs context between Claude Desktop and the Claude Code CLI so you do not have to copy and paste context between the two, using a local MCP server for that bidirectional sync. Other features include automatic translation of non-English prompts into Claude's preferred input language with responses translated back, support for 42 languages, an optional integration with customer support ticketing systems so Claude Code can triage and respond to tickets, and a terminal based interface that shows the current context, active sub-agents, and token usage. To install it you need Node.js 20 or newer or Python 3.11 or newer, along with the Claude Code CLI already installed and authenticated. Installation is available through npm, Homebrew on macOS, or Docker. Configuration is handled with a YAML file where you define sub-agent roles, their models and skills, routing rules, and API keys for Claude and OpenAI, since Zeroclaw can route tasks to either API depending on the type of task, such as sending code generation to Claude and documentation to GPT-4o by default. Linux, macOS on both Intel and Apple Silicon, and Windows 11 have full support. Windows 10 support is in beta, and Android and iOS support are described as experimental.