scientific-workflow-tools

What problem does it solve?

This Skill provides structured guidance for improving the rigor, reproducibility, and clarity of scientific research methodologies and outputs.

Core Features & Use Cases

• Hypothesis Framing: Assists in generating testable hypotheses and distinguishing observations from inferences.
• Manuscript Critique: Offers peer-review style feedback focusing on reproducibility, controls, statistics, and claim scope.
• Reproducibility Planning: Helps create detailed checklists to ensure studies can be replicated.
• Scientific Writing Structure: Aids in organizing scientific reports, reviews, and responses to reviewers.
• Use Case: A researcher is preparing a manuscript and wants to ensure all aspects of reproducibility are covered before submission. They can use this skill to generate a tailored checklist based on their research profile (e.g., 'omics', 'ml').

Quick Start

Generate a reproducibility checklist for an omics research profile and save it to research/omics_checklist.md.