[Feature Request] Refactor current terminal toolkit

[Wendong-Fan]

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Motivation

1. Current string replacement approach (command.replace('python', ...)) incorrectly modifies commands like python-config and fails on complex shell commands like VAR=1 python script.py.
   updated in enhance: TerminalToolkit with performance improvements and bug fixes #3626
2. TerminalToolkit implements its own Docker backend via use_docker_backend, but camel/runtimes/ already provides runtime abstractions: DockerRuntime, DaytonaRuntime, RemoteHttpRuntime, etc.linked issue: [Feature] Integrate TerminalToolkit with BaseRuntime module #3609
3. current output collection logic _collect_output_until_idle() incorrectly appends "[No new output]" status messages to actual output.
   updated in enhance: TerminalToolkit with performance improvements and bug fixes #3626

Solution

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Alternatives

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Additional context

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🔗 Similar Issues

Possible Duplicates

• ISSUE-1765

Related Issues

• [Feature Request] Integrate Terminal Toolkit #1765
• [Feature Request] CodeAct Agent for OWL #1823
• [Feature Request] Enhancing terminal toolkit and docker runtime to support more terminal tasks #2913
• [Feature Request] TerminalToolkitDocker, agent interacting with docker environment with tmux session #3008
• [BUG] Pygithub dependency issue in CICD #1996

🔗 Related PRs

#2783 - feat: interactive mode in shell_exec [merged]

👤 Suggested Assignees

• Wendong-Fan
• Michaelsqj
• libowen2121
• fengju0213

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