quality-assessment

Automate literature-review tasks with multi-database search and quality assessment.

34|7|Updated Nov 29, 2025
One-click install
npx skills add https://github.com/jkitchin/skillz --skill quality-assessment
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: quality-assessment
Source: https://github.com/jkitchin/skillz/tree/main/skills/research/literature-review/references/quality-assessment.md
Command: npx skills add https://github.com/jkitchin/skillz --skill quality-assessment

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides guidance on applying quality assessment tools (GRADE, RoB 2, CASP) to evaluate evidence.

Core Features & Use Cases

  • GRADE Framework: grading evidence quality and strength of recommendations.
  • RoB 2: bias assessment across randomized trials.
  • CASP/Other Tools: structured appraisal for qualitative studies.

Quick Start

Apply RoB 2 to a hypothetical RCT and draft a concise risk-of-bias summary.

Frequently Asked Questions about quality-assessment

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

FAQPage Schema
How do I assess risk of bias in randomized controlled trials?

RoB 2 is a structured tool for evaluating bias across randomized trials by examining randomization, deviations from intended interventions, missing outcome data, measurement of outcomes, and selective outcome reporting. Apply it systematically to judge each domain as low, some concerns, or high risk, then synthesize into an overall bias judgment for your review.

What's the difference between GRADE and RoB 2 for evidence quality?

RoB 2 assesses bias within individual randomized trials; GRADE evaluates overall evidence quality across studies by rating certainty as high, moderate, low, or very low based on bias, consistency, directness, precision, and publication bias. Use RoB 2 first to inform GRADE judgments.

How do I use CASP tools to appraise qualitative studies?

CASP provides checklists tailored to qualitative research, asking structured questions about research aims, methodology, design, recruitment, data collection, researcher bias, ethical approval, data analysis, and result clarity. Score each criterion to produce a transparent quality assessment for narrative or scoping reviews.

Can I apply quality assessment frameworks to systematic reviews and meta-analyses?

Yes. GRADE, RoB 2, and CASP integrate into systematic review workflows to evaluate included studies, then inform synthesis of evidence strength and recommendation confidence. These assessments generate auditable quality judgments and bias summaries for your final report.

What evidence quality framework should I use for my literature review?

Choose based on study design: RoB 2 for randomized trials, CASP for qualitative research, and GRADE to rate overall certainty across all included studies. Your review type—systematic, narrative, scoping, or meta-analysis—determines which tools provide the most transparent and defensible assessment.