grade-assessment

Assess evidence certainty per outcome using five GRADE domains.

Updated Nov 16, 2025
One-click install
npx skills add https://github.com/shaitamam-80/shaitamamMedAIHub --skill grade-assessment
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: grade-assessment
Source: https://github.com/shaitamam-80/shaitamamMedAIHub/tree/main/backend/app/core/skills/grade-assessment
Command: npx skills add https://github.com/shaitamam-80/shaitamamMedAIHub --skill grade-assessment

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

GRADE certainty assessment evaluates the strength and quality of evidence for each outcome in systematic reviews using the five GRADE domains.

Core Features & Use Cases

  • Evidence appraisal: Systematically rate certainty per outcome (High/Moderate/Low/Very Low) across risk of bias, inconsistency, indirectness, imprecision, and publication bias.
  • Output generation: Produce Summary of Findings (SoF) tables, detailed evidence profiles, and plain-language statements, with exports compatible with GRADEpro.
  • Use Case: After meta-analysis, apply the per-outcome rating workflow to communicate confidence to clinicians, policymakers, and researchers.

Quick Start

  1. Run a per-outcome GRADE assessment on your meta-analytic results.
  2. Generate SoF tables and plain-language summaries.
  3. Export outputs to the GRADEpro-compatible formats for reporting.

Frequently Asked Questions about grade-assessment

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

FAQPage Schema
How do I perform a GRADE certainty assessment for systematic review outcomes?

To perform a GRADE certainty assessment, you systematically rate each outcome across five domains: risk of bias, inconsistency, indirectness, imprecision, and publication bias. The workflow requires per-outcome judgments with transparent downgrades and upgrades to determine the final certainty rating.

What is a GRADE evidence profile and when do I need one for my meta-analysis?

A GRADE evidence profile systematically documents certainty judgments for each outcome in a systematic review. You need one after completing meta-analysis to communicate confidence in the results to clinicians, policymakers, and researchers.

Can I generate Summary of Findings tables that are compatible with GRADEpro?

Yes, you can generate Summary of Findings (SoF) tables and detailed evidence profiles that export to GRADEpro-compatible formats. The output includes plain-language statements for decision-makers alongside the structured evidence ratings.

How does the GRADE approach handle risk of bias and inconsistency across clinical questions?

The GRADE approach handles risk of bias and inconsistency by requiring explicit per-outcome judgments that transparently downgrade certainty. It applies these domain evaluations across meta-analytic results spanning various clinical questions to ensure evidence quality is accurately reflected.

What are the limitations of applying GRADE domains to systematic review evidence?

Applying GRADE domains requires complete meta-analytic results for per-outcome evaluation. The process demands transparent documentation of all downgrades and upgrades across the five domains, which can be resource-intensive for systematic reviews with numerous clinical outcomes.