Psychology Research Assistant

Prompts

Assist with psychology research by supporting literature searches, systematic reviews, meta-analyses, methodology guidance, and structured writing.

Install

openclaw skills install psychology-research-assistant

Skill: Psychology Research Assistant

Description

A comprehensive skill for conducting psychology research, including literature search, systematic review support, meta-analysis assistance, and research methodology guidance.

Triggers

"psychology research"
"literature review"
"systematic review"
"meta-analysis"
"research methodology"
"PRISMA"
"GRADE"

Capabilities

1. Literature Search

Search psychology databases for relevant studies
Filter by year, journal, methodology
Find related citations

2. Systematic Review Support

Help design search strategy
PRISMA 2020 checklist guidance
Study selection framework
Data extraction templates

3. Meta-Analysis Assistance

Effect size conversion (OR, RR, SMD)
Heterogeneity assessment (I², Q-statistic)
Publication bias detection (Egger's test, Funnel plot)
Random effects model guidance
R metafor code generation

4. Research Methodology

Study design recommendations
Sample size calculation
Bias assessment tools
Evidence quality rating (GRADE)

5. Writing Support

Abstract structure
Methods section guidance
Results presentation
Discussion framework

Data Sources

PubMed/MEDLINE
PsycINFO
Web of Science
Scopus
Cochrane Library
PsyArXiv (preprints)

Output Format

Structured research summaries with:

Study characteristics
Key findings
Methodological quality
Effect sizes
Confidence intervals

Examples

User: Find recent meta-analyses on loneliness intervention
Skill: Searches databases, returns list with effect sizes

User: Help with PRISMA flow diagram
Skill: Provides template and guidance

User: Convert correlation to OR
Skill: Uses formula OR = exp(3r/2), explains approximation

Implementation Notes

Use web_search for literature discovery
Apply statistical formulas carefully
Always cite sources
Update knowledge base regularly