ccline — AI shell assistant that pairs well with markitdown workflows

[jianshuo]

Hi markitdown users!

If you're using markitdown in shell scripts and document workflows, ccline makes your terminal smarter by putting Claude right at the shell prompt:

$ convert all pdfs in this folder to markdown
→ Loop through with markitdown:
  for f in *.pdf; do markitdown "$f" > "${f%.pdf}.md"; done

Commands found — run it?
❯ for f in *.pdf; do markitdown "$f" > "${f%.pdf}.md"; done
  ✗ Cancel

ccline hooks into command_not_found_handler — when you type something that isn't a recognized command, it routes to Claude/Codex for an answer. Normal commands are completely unaffected.

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

Uses claude CLI (Claude Code) or codex CLI.