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Get Started Free →6-phase iterative specification execution workflow covering implementation, testing, review, improvement, commit, and progress tracking with quality-gated convergence.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | -24% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -44% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -37% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -38% | 0% |
| case-12 | ✗→✓ | ▲ Improved | -32% | 0% |
Quality threshold defaults to 80. If not met after max improvement cycles, a human breakpoint is triggered for review.
/spec:execute [file] slash commandclaudekit-spec-workflow (execute mode)Other measured skills in the registry, with their headline benchmark lift.