Clinical Literature Reviewer Skill
SkillDev toolsSystematic literature review skill for clinical evaluation supporting regulatory submissions
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Clinical Literature Reviewer Skill skill
What this skill tells your AI
The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/biomedical-engineering/skills/clinical-literature-reviewer/SKILL.md and read by ahel’s review.
Purpose
The Clinical Literature Reviewer Skill conducts systematic literature reviews for clinical evaluation, supporting medical device regulatory submissions with evidence synthesis per MEDDEV 2.7/1 and FDA guidance.
Capabilities
- Literature search strategy development (PubMed, Embase, Cochrane)
- PICO framework application
- Abstract screening criteria
- Data extraction templates
- Appraisal of clinical data quality
- Evidence synthesis and summary tables
- MEDDEV 2.7/1 compliance checking
- Bias assessment tools
- Meta-analysis support
- Gap analysis for clinical evidence
- Ongoing literature surveillance
Usage Guidelines
When to Use
- Conducting clinical evidence reviews
- Supporting CER development
- Identifying evidence gaps
- Preparing regulatory submissions
Prerequisites
- Clinical claims defined
- Search strategy approved
- Inclusion/exclusion criteria established
- Appraisal methodology selected
Best Practices
- Document search methodology completely
- Apply consistent screening criteria
- Assess study quality systematically
- Synthesize evidence objectively
Process Integration
This skill integrates with the following processes:
- Clinical Evaluation Report Development
- Clinical Study Design and Execution
- EU MDR Technical Documentation
- Post-Market Surveillance System Implementation
Dependencies
- PubMed API
- Cochrane Library
- Embase database
- Systematic review tools
- Reference management software
Configuration
clinical-literature-reviewer:
databases:
- PubMed
- Embase
- Cochrane
- Web-of-Science
review-types:
- systematic
- scoping
- rapid
appraisal-tools:
- GRADE
- Oxford-CEBM
- Cochrane-RoB
Output Artifacts
- Search strategies
- Screening logs
- Data extraction tables
- Quality appraisal forms
- Evidence synthesis reports
- PRISMA diagrams
- Summary of evidence tables
- Gap analysis reports
Quality Criteria
- Search comprehensive and reproducible
- Screening criteria consistently applied
- Data extraction accurate
- Quality appraisal systematic
- Synthesis methodology appropriate
- Documentation meets MEDDEV 2.7/1
Signals
- GitHub stars
- 2k
- Forks
- 112
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
clinical-literature-reviewer- Source
- github.com/a5c-ai/babysitter
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