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Get Started Free →Run replication, robustness, and specification-sensitivity workflows for Stata projects. Use when a researcher wants to reproduce a result, rerun a pipeline, compare specifications, audit a do-file sequence, or check whether a claim is stable.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-08 | ✗→✓ | ▲ Improved | -81% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -72% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -20% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -68% | 0% |
| case-16 | ✗→✓ | ▲ Improved | -37% | 0% |
Use this skill for reproducibility work rather than one-off execution.
Read references/workflow.md for the replication checklist and use scripts/compare_specs.py and scripts/summarize_log.py for deterministic comparisons.
Other measured skills in the registry, with their headline benchmark lift.