experiment-replicator

name	experiment_replicator
description	Inspect extracted paper evidence for datasets, metrics, baselines, and reproducibility signals so the survey can discuss evaluation rigor instead of only reporting claims.
backend	local_function
backend_ref	fn:experiment_replicator
default_agent	analyst
output_artifact_type	experiment_analysis
visibility	both
tags	["experiment","replication","analysis","reproducibility","datasets"]
input_schema	{"paper_cards":{"type":"array"},"focus_papers":{"type":"array"}}

Experiment Replicator

Use this skill when the workflow needs a reproducibility-oriented reading of the corpus.

Workflow

1. Extract datasets, metrics, baselines, and missing evaluation details from the paper cards.
2. Score reproducibility conservatively based on evidence completeness.
3. Surface missing protocol details explicitly so the final report can discuss evidence quality.