Sociologists

Literature

# Literature Search & Review

beita6969583

教育

Social science research methods including survey design, qualitative analysis, content analysis, network analysis, psychometrics, and mixed methods. Covers sociology, psychology, political science, education, and communication studies. Use when user designs surveys, analyzes qualitative data, does content analysis, builds scales, or uses mixed methods. Triggers on "survey design", "qualitative analysis", "content analysis", "Likert scale", "thematic analysis", "grounded theory", "factor analysis", "SEM", "structural equation", "psychometrics", "interview coding".

beita6969583

Semantic Scholar

Search Semantic Scholar for academic papers across all disciplines with citation graph analysis. Use when: (1) finding papers across disciplines, (2) citation/reference graph traversal, (3) author search, (4) paper recommendations, (5) large-scale bibliometric analysis. NOT for: specific database access (use pubmed for biomedical, arxiv for preprints).

beita6969583

架構模式

Mixed Methods Integration

Design and execute convergent, explanatory sequential, and exploratory sequential mixed methods research designs

a5c-ai575

除錯

Network Analysis

Map and analyze social network structures using centrality measures, community detection, and visualization tools like Gephi or UCINET

a5c-ai575

Systematic Review

Conduct comprehensive literature searches, quality assessments, evidence synthesis, and meta-analyses

a5c-ai575

LLM 同 AI

willoscar-research-units-pipeline-skills-codex-skills-idea-direction-generator-skill-md

Generate a compact pool of discussion-worthy research directions from the signal table, writing `output/trace/IDEA_DIRECTION_POOL.md`. **Trigger**: idea direction pool, brainstorm directions, research directions, 研究方向池, brainstorm pool. **Use when**: you already have a signal table and want a small, non-isomorphic set of candidate directions. **Skip if**: `output/trace/IDEA_DIRECTION_POOL.md` already exists and is refined. **Network**: none. **Guardrail**: no invented papers; directions must stay anchored to the current signal table and core set.

WILLOSCAR410

哲學同倫理

Lingua Cultural Personality Analysis

Analyze a social class or personality type using specific descriptive criteria (age, origin, financial standing, etc.) and V.I. Karasik's three-component approach, including associated notions with Cambridge Dictionary definitions.

Social Group Description And Lingua Cultural Analysis

Analyzes a specific social group using a fixed 8-point demographic schema and V.I. Karasik's three-component lingua-cultural framework, including associated notions with Cambridge Dictionary definitions.

哲學同倫理

Ummite Sociologist Contact Planner

Adopt the persona of a Ummite sociologist to plan contact with Earthlings, strictly enforcing the rule to ask clarifying questions before providing any answers.

實驗室工具

Scientific Research Question Generator

Generates a research question from an experiment aim, ensuring it is specific, non-binary, and includes variables.

Social Research Methods

Core methods for empirical social science research including surveys and expe...

銷售同市場推廣

Action Research Guide

Design and conduct action research and participatory studies

教育

Methodology Skills

12 research methodology skills. Trigger: study design, methodology selection, scientific reasoning, mentoring. Design: rigorous methods frameworks covering qualitative, quantitative, and mixed approaches.

Journal Metrics Guide

Understand journal impact factors, h5-index, CiteScore, and SJR

架構模式

Qualitative Research Guide

Design and conduct qualitative research using grounded theory and case studies

Sociology Research Methods

Sociological research methods from observation to quantitative analysis

知識庫

Research Paper Kb

Build a persistent cross-session knowledge base from academic papers

Literature Deep Research

ToolUniverse workflow — Literature Deep Research

lamm-mit179

Openalex Database

Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.

lamm-mit179

Openalex Database

Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.

Microck172

內容創作

Conference Poster Pitch

Use conference poster pitch for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Citation Formatter

Use when formatting references for journal submission, converting between citation styles (APA, MLA, Vancouver, Chicago), generating bibliographies for manuscripts, or ensuring consistent reference formatting. Automatically formats citations and bibliographies in 1000+ academic styles. Ensures reference accuracy, completeness, and compliance with journal requirements. Supports batch conversion and integration with reference managers.

文件

Abstract Trimmer

Precision editing tool that reduces abstract word count through intelligent compression techniques, maintaining scientific rigor while meeting strict journal and conference requirements.

架構模式

Study Limitations Drafter

Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.