diagnostic-accuracy

Standardize diagnostic accuracy study reports using STARD 2015 guidelines.

Updated Feb 23, 2026
One-click install
npx skills add https://github.com/olaTechie/scientific-paper-writer --skill diagnostic-accuracy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: diagnostic-accuracy
Source: https://github.com/olaTechie/scientific-paper-writer/tree/main/skills/study-types/diagnostic-accuracy
Command: npx skills add https://github.com/olaTechie/scientific-paper-writer --skill diagnostic-accuracy

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

STARD 2015-compliant reporting module that helps researchers produce transparent, bias-aware diagnostic accuracy study reports with clear methods, results, and discussion aligned to the STARD guidelines.

Core Features & Use Cases

  • Guided STARD 2015 structure for introducing the index test, reference standard, and study design.
  • Templates for Methods, Results, and Discussion to standardize reporting, including 2x2 tables, confidence intervals, and bias considerations.
  • Software citation templates and reporting templates for transparency and reproducibility.
  • Use Case: A laboratory evaluates a new biomarker with a reference standard and wants a STARD-compliant manuscript outline ready for drafting.

Quick Start

Draft a STARD-compliant diagnostic-accuracy report using the provided templates for Methods, Results, and Discussion.

Frequently Asked Questions about diagnostic-accuracy

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I report a diagnostic accuracy study using STARD 2015 guidelines?

To report a diagnostic accuracy study using STARD 2015, you need to document the index test, reference standard, blinding, thresholds, confidence intervals, and sample size with predefined criteria. The Skill provides templates for Methods, Results, and Discussion to standardize this reporting.

What is needed for STARD-compliant reporting of index test and reference standard details?

STARD-compliant reporting requires explicit documentation of the index test and reference standard, including blinding procedures, thresholds, confidence intervals, and sample size with predefined criteria. The Skill enforces these reporting standards across prospective or retrospective diagnostic test designs.

Can I use this Skill for retrospective biomarker evaluation study designs?

Yes, you can use this Skill for retrospective biomarker evaluation study designs. It supports bias assessment and standardizes study planning, methods documentation, and result reporting across diagnostic tests, imaging, or biomarkers in both prospective and retrospective designs.

What's the best way to document bias assessment and 2x2 tables for imaging diagnostic tests?

The best way to document bias assessment and 2x2 tables for imaging diagnostic tests is to use the provided STARD 2015 templates. These templates enforce explicit reporting of confidence intervals, predefined criteria, and reference standard details to ensure transparent, bias-aware diagnostic accuracy reporting.

Does this Skill support software citation templates for diagnostic accuracy manuscripts?

Yes, this Skill supports software citation templates for diagnostic accuracy manuscripts. It provides reporting templates for transparency and reproducibility, ensuring your study planning, methods documentation, and result reporting align with STARD 2015 guidelines.