ccline — type shell questions at your prompt while building AutoGen agents

[jianshuo]

Hey AutoGen builders!

When you're building multi-agent AI systems, you spend a lot of time in the terminal. ccline makes that time more productive by routing command questions directly to Claude/Codex — no browser needed.

$ how to start a local ollama server
→ Use the ollama serve command:
  ollama serve

Commands found — run it?
❯ ollama serve
  ✗ Cancel

ccline hooks into zsh/bash's command_not_found_handler. Type your question at the shell prompt instead of Alt-Tab to a browser. Normal commands are completely unchanged.

• GitHub: https://github.com/jianshuo/ccline
• Install: curl -fsSL https://raw.githubusercontent.com/jianshuo/ccline/main/install.sh | bash

Works with claude CLI and codex CLI — same model providers you're already using for AutoGen.