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Psychology Research Assistant

Name: Psychology Research Assistant
Author: jiaqi-guo-0114

作者 Jiaqi-Guo-0114 · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ✓ 安全检测通过

347

总下载

当前安装

版本数

在 OpenClaw 中安装

/install psychology-research-assistant

功能描述

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

使用说明 (SKILL.md)

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

安全使用建议

This instruction-only skill appears to do what it says and doesn't request credentials or install anything. Before installing, consider: (1) it names subscription databases (Scopus, Web of Science, PsycINFO) but doesn't ask for credentials — expect limited access to paywalled content unless you separately provide appropriate access; (2) its advice and generated statistical code (e.g., effect-size conversions, R metafor snippets) should be checked by a knowledgeable researcher before use; (3) the SKILL.md mentions 'update knowledge base regularly' but gives no storage mechanism—if you expect persistent indexing or dataset storage, clarify where and how data will be saved and whether any credentials are needed; (4) always verify and cite primary sources returned by the agent, and be mindful of publisher copyright and licensing for full-text access.

功能分析

Type: OpenClaw Skill Name: psychology-research-assistant Version: 1.0.0 The skill bundle describes a psychology research assistant focused on literature reviews, meta-analysis, and research methodology. The SKILL.md file contains only legitimate academic instructions and examples, with no evidence of malicious code, data exfiltration, or prompt injection attempts.

能力评估

ℹ Purpose & Capability

The skill describes literature search across PubMed, PsycINFO, Web of Science, Scopus, Cochrane, and PsyArXiv and meta-analysis support (including R metafor code). As an instruction-only skill that requests no credentials or binaries, this is coherent for public/open sources (e.g., PubMed, PsyArXiv) but access to subscription services (Scopus, Web of Science, PsycINFO) would require external credentials or institutional access that the skill does not request or provide. Overall the claimed capabilities align with the purpose, but access limitations are not addressed.

ℹ Instruction Scope

SKILL.md stays within the research assistant scope (search, PRISMA/GRADE guidance, effect-size calculations, R code generation). It instructs the agent to 'use web_search' for literature discovery and to 'update knowledge base regularly'—both are high-level and ambiguous: 'web_search' depends on whatever platform browsing/search tool is available, and 'update knowledge base' implies persistence that the skill does not define. The instructions do not ask the agent to read unrelated files or exfiltrate secrets.

✓ Install Mechanism

No install spec and no code files are present. This is low risk and consistent with an instruction-only skill.

ℹ Credentials

The skill requests no environment variables, credentials, or config paths, which is proportionate for a general research assistant. However, because several named data sources are subscription-based, the lack of any credential requirements means those sources won't be directly accessible unless the user separately supplies access; the SKILL.md does not explain how to provide or handle such credentials.

✓ Persistence & Privilege

always is false and the skill does not request persistent presence or elevated privileges. The mention of updating a knowledge base is advisory only and there is no mechanism described to modify agent configuration or store data on disk.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install psychology-research-assistant
安装完成后，直接呼叫该 Skill 的名称或使用 /psychology-research-assistant 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

Initial release - psychology research support skill

元数据

Slug psychology-research-assistant

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

常见问题