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.