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Improve CLI Mode (Form Factor Expansion) #31

@GCWing

Description

@GCWing

[Feature] Improve CLI Mode (Form Factor Expansion)

Background

Current capabilities are mainly delivered through the GUI.
To support more usage preferences and scenarios, we should improve CLI mode as another first-class interaction form.

Goal

Extend the same core capabilities into a stronger CLI entry point, without changing the underlying system behavior.

Scope

  • Provide consistent command entry points and argument conventions
  • Support basic session/task controls (start, check status, stop, etc.)
  • Support common output formats (human-readable and machine-readable)
  • Reuse existing foundations where possible (permissions, logs, configuration)

Expected Value

  • Expand product form factors for terminal-first and automation users
  • Lower integration cost for scripting and CI workflows
  • Build a unified experience across GUI and CLI

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