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Run replication, robustness, and specification-sensitivity workflows for Stata projects.
Passed 17 of 19 test cases with the skill, and 11 of 19 without it.
and 4 more in the full report
7 fixed13 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
When analyzing a batch execution log file to find syntax errors and missing variable warnings across automated runs, which utility script handles log parsing?
| Checked | Without skill | With skill |
|---|---|---|
| The response designates scripts/summarize_log.py for parsing and summarizing logs. | Missed | Passed |
The instructions your model reads when the skill loads.
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.
test cases passed, vs 11 / 19 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.