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BytesAgain β€Ί Skills β€Ί Psychology Research Assistant
πŸ¦€ ClawHub

Psychology Research Assistant

by @jiaqi-guo-0114

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

Versionv1.0.0
Downloads646
#research#writing#legal
TERMINAL
clawhub install psychology-research-assistant

πŸ“– About This Skill

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 (IΒ², 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

    • πŸ’‘ 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