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Build and verify replication packages — routes to reproducibility-auditor agent
3 of 23 test cases passed with the skill.
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 6 comparable cases; this report requires 8.
A test case the skill fixed. Same model, same prompt, with and without the skill.
Can you audit my current project to check if someone else can reproduce our results? I need a full assessment of whether our random seeds, environment setup, and data pipelines are properly documented and executable.
| Checked | Without skill | With skill |
|---|---|---|
| The response routes the request to the reproducibility-auditor agent. | Missed | Passed |
The instructions your model reads when the skill loads.
This command routes to the reproducibility-auditor agent, which performs both structural checks (seeds, versions, paths, pipeline integrity) and functional checks (reproduction, data documentation, environment, output matching).
Run the reproducibility-auditor agent on the current project.
test cases passed with the skill
More skills from the same source and nearby in the registry, with their headline benchmark lift.