evidence-synthesis - Formal Evidence Synthesis Reviews
Plans, runs, appraises, and reports formal evidence syntheses with protocols, reproducible searches, screening logs, appraisal, synthesis, and reporting guidance.
Tags
Updated: 2026-10-05Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Plan review designs
- Register review protocols
- Build concept-block searches
- Report PRISMA-S searches
- Log screening decisions
- Reconcile PRISMA 2020 flows
- Select risk-of-bias tools
- Synthesize with or without meta-analysis
- Rate certainty with GRADE
- Disclose AI use
Inputs
- Research question
- Review type
- Eligibility criteria
- Protocol specification
- Concept-block search specification
- Literature records
- Screening decisions and reasons
- Appraisal data
- Synthesis data
- AI-use information
Outputs
- Registered protocol
- Database search strategies
- PRISMA-S reporting record
- Screening log
- PRISMA 2020 flow diagram
- Risk-of-bias appraisal
- Evidence synthesis report
- GRADE certainty ratings
- AI-use disclosure
- Verified reference list
Requirements
- Python runtime
- Access to relevant literature databases
- Access to a protocol registry