職業

Social Science Research Assistants

98 スキル

AIに聞く

98 スキル

職業

Social Science Research Assistants

98 スキル

AIに聞く

98 スキル

Academic Paper Search (OpenAlex)

Academic paper search powered by OpenAlex -- the free, open catalog of 240M+ scholarly works. Use when the user needs to find academic papers, research articles, literature for a topic, citation data, author publications, or any scholarly source. Triggers on: 'find papers on', 'academic research about', 'what studies exist', 'literature review', 'find citations', 'scholarly articles about', 'who published on', 'papers by [author]', 'highly cited papers on', any request for peer-reviewed or academic sources. Also use during deep research when you need to ground findings in academic literature. Do NOT use for general web searches -- use web_search for that.

kortix-ai19.6k

学術

Research Assistant

Use for deep, multi-source research that requires synthesis, structured analysis, and iterative evidence gathering before writing the final answer or report.

kortix-ai19.6k

学術

Research Methodology

Best practices for systematic research, source evaluation, and evidence gathering

vstorm-co690

金融・投資

Research Methodology

연구 방법론 가이드. research-designer와 statistical-analyst 에이전트가 연구 설계와 분석 방법을 선택할 때 참조. '연구 방법론', '실험 설계', '통계 분석' 요청 시 사용. 단, 실제 데이터 수집이나 IRB 심사 대행은 범위 밖.

revfactory586

学術

Systematic Review Protocol

체계적 문헌 고찰(Systematic Review)의 PRISMA 프로토콜과 문헌 검색 전략을 제공하는 전문 스킬. literature-searcher와 critic-synthesizer가 학술 문헌을 체계적으로 검색, 선별, 종합할 때 활용한다. '체계적 문헌 고찰', 'systematic review', 'PRISMA', '문헌 검색 전략', '포함/배제 기준', 'Boolean 검색' 등의 맥락에서 자동 적용한다. 단, 학술 DB(Scopus, WoS) 직접 접속이나 메타분석 통계 실행은 이 스킬의 범위가 아니다.

revfactory586

学術

Systematic Review Protocol

A specialized skill providing PRISMA protocols and literature search strategies for systematic reviews. Used by the literature-searcher and critic-synthesizer agents when systematically searching, screening, and synthesizing academic literature. Automatically applied in contexts involving 'systematic review,' 'PRISMA,' 'literature search strategy,' 'inclusion/exclusion criteria,' or 'Boolean search.' Note: direct access to academic databases (Scopus, WoS) and meta-analysis statistical execution are outside the scope of this skill.

revfactory586

学術

Research Reflection

Reflect on completed research tasks to improve future performance. Use when: a research task has just been completed and the agent should evaluate its own process, store lessons learned, or retrieve past reflections before starting new work. NOT for: active research execution or data analysis.

beita6969583

学術

Social Science Research

Orchestrates a social science research workflow from literature review through data collection, text analysis, statistical modeling, and report generation. Use when conducting empirical social science research, policy analysis, or mixed-methods studies. NOT for pure natural science analysis or clinical trial data.

beita6969583

学術

Research

Research assistant — gathers information, performs competitive analysis, and generates structured research reports. Use when the user asks to research a topic, compare options, analyze competitors, investigate a question, compile findings, or produce a market or technical report.

0xranx254

学術

Systematic Search Strategy

Construct rigorous systematic search strategies for literature reviews

wentorai199

バイオインフォマティクス

Open Science Guide

Pre-registration, open data, and FAIR principles for research

wentorai199

学術

Pubmed Article Search

Search PubMed database for scientific articles and publications to retrieve biomedical literature.

InternScience157

データ分析

Research Synthesis

You must use this when merging findings from multiple studies into a coherent narrative with grounded evidence.

poemswe75

LLM・AI

Academic Research Assistant

Procedure to assist with academic research projects using AI to generate study guides and concept maps.

Supraforge14

Research Reporting

Produce clear iteration memos and final research summaries from project artifacts. Use when converting experiment state, training outcomes, evaluation results, and open questions into reports for later review.

ar0cket112

LLM・AI

Research Methodology

Activate when conducting topic research with complexity assessment, thinking mode selection, and comprehensive documentation generation

vinnie35712

ナレッジベース

Research Methodology

Structured research methodology for finding documentation, investigating APIs, and synthesizing technical information. Guides systematic research with source verification and organized output. Activate for: research, documentation lookup, investigate, explore concepts.

richardcb9

学術

Research

Diagnose research quality and guide systematic query expansion. Use when starting research on any topic, when stuck in research, or when unsure if research is complete.

jwynia8

学術

GPT Researcher — Academic Research Background Tool

Use this skill when the user asks to "research background on", "find background information about", "search web for context on", "look up policy history of", "find grey literature on", "research institutional context", "find government reports on", "background research for introduction section", "research country context", "web research on", "autonomous web search", "deep research on", "find sources about", or needs web-sourced background context for academic writing (political economy, comparative politics, economic history, public policy). Complements Zotero/arXiv for web-accessible grey literature and policy documents.

HaipingXu7

ドキュメント

Literature Synthesis

Synthesize literature, findings, or multiple sources into a coherent report. Use when task involves literature review, synthesizing research, or combining multiple inputs into themes and conclusions.

only9767

哲学・倫理

Bias Detector

Detect cognitive and statistical biases — confirmation bias, survivorship bias, sampling issues, and logical fallacies.

inbharatai6

学術

Research Methodology

Guidelines for evaluating research paper methodology, study design, and statistical analysis

MatthewLones6

学術

Literature Reviewer

Review academic literature — summarize papers, extract key findings, identify gaps, and synthesize research themes.

inbharatai6

ラボツール

Experiment Design Checklist

Generates a rigorous experiment design given a hypothesis. Use when asked to design experiments, plan experiments, create an experimental setup, or figure out how to test a research hypothesis. Covers controls, baselines, ablations, metrics, statistical tests, and compute estimates.

majiayu0004

学術

Literature Review

Use when "literature review", "research synthesis", "systematic review", "academic search", or asking about "find papers", "cite sources", "research gaps", "meta-analysis", "bibliography"

eyadsibai4

学術

Inclusion Criteria

Apply inclusion/exclusion criteria systematically in literature reviews. Use when: (1) Screening abstracts, (2) Reviewing full texts, (3) Documenting screening decisions, (4) Ensuring PRISMA compliance.

majiayu0004

学術

Analyzing Research Papers

Expert methodology for analyzing and summarizing research papers, extracting key contributions, methodological details, and contextualizing findings. Use when reading papers from PDFs, DOIs, or URLs to create structured summaries for researchers.

majiayu0004

学術

Literature Review

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.). Supports both skimming (search + abstracts) and deep reading (full PDF analysis).

HorizonGazer3

データ分析

Universal Ma Codebook

Universal Meta-Analysis Codebook v2.2 - AI-Human collaboration for meta-analysis data extraction. 4-layer design: Identifiers, Statistics, AI Provenance, Human Verification. Integrates with C5/C6/C7 agents and Category I systematic review pipeline. Triggers: meta-analysis, codebook, data extraction, Hedges g, effect size

HosungYou3

生産性・インテグレーション

Note

Quick capture for thoughts, observations, or ideas during research sessions. Use when the user types /note or wants to capture a quick thought without context-switching. Logs timestamped notes to activity.md. Supports both explicit /note command and natural language like "make a note" or "jot down".

braselog3