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Get Started Free →Git-backed state management for safe rollback. Create and restore checkpoints with tagged commits and metadata tracking.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | -40% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -81% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -43% | 0% |
| case-12 | ✗→✓ | ▲ Improved | -69% | 0% |
| case-15 | ✗→✓ | ▲ Improved | -73% | 0% |
Checkpoints are session-scoped. Tags created during a session can be cleaned up without affecting other work.
claudekit-orchestrator (session start/end checkpoints)claudekit-safety-pipeline (safety checkpoints after quality checks)Other measured skills in the registry, with their headline benchmark lift.