verify-reproducibility

Installation
SKILL.md

verify-reproducibility

Purpose

Assess reproducibility across reruns/replications using the predeclared reproducibility target and suitable agreement/variance metrics.

Input contract

required: [reproducibility_target, rerun_results, replication_results]
optional: [evidence, assumptions, prior_results]
constraints: [use named scientific objects; retain provenance and missingness; $\alpha$ = 0.05 and power = 0.8 where applicable]

Procedure

  1. Validate the typed inputs and state the decision this operation must support.
  2. Apply the declared operation to the named object; record intermediate values that affect interpretation.
  3. Check boundary conditions and counterexamples, then emit the result with uncertainty and source links.
Installs
15
GitHub Stars
505
First Seen
Sep 24, 2026