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Coding Session Review

Review the context, corrections and verification in one coding conversation.

Sample report · 12 illustrative turns

“Make the button blue.” Again.

In this example, half the turns supplied context.

  • Context 6
  • Corrections 3
  • Verification 2
  • Building 1
Illustrative workflow comparison; potential benefits depend on relevant captured context.
Without ShifuWith Shifu · potential
“Make the button blue.”Retrieve the captured design rule.
“Use our button component.”Surface the existing component convention.
Review and run checks.Review and run checks.

Example counts, not time spent. Shifu benefits depend on relevant captured context; savings aren’t measured.