cyberneticlibrary

Access developer tools hub

devcommandsetup L111
Smart-AI-Memory/empathy-framework
What it does

Route development tasks to specialized agents

Best for

Routing developer tasks to the right specialist agent (debug, review, refactor, commit, PR) without manual agent selection overhead.

Inputs
  • · user selection: Debug | Review | Refactor | Git | Quality
Outputs
  • · debugging guidance via Socratic questioning
  • · code review findings with teaching focus
  • · refactoring plan with tradeoff analysis
  • · git commit with conventional message
  • · PR creation and push
  • · quality check results
Requires
  • · debugger agent
  • · code-reviewer agent
  • · refactorer agent
  • · git CLI
  • · gh CLI
Preconditions
  • · git repository initialized
  • · project has recent commits (for style consistency)
Failure modes
  • · no changes to review (empty report)
  • · test coverage gap found (unblocking left to user)
  • · PR creation fails (gh not authenticated)
Trust signals
  • · Socratic questioning methodology (discovery over answers)
  • · teaching-focused review (why, not just what)
  • · atomic commits with verified message style
  • · structured quality check results