職業

Social Scientists and Related Workers, All Other

188 スキル

AIに聞く

188 スキル

職業

Social Scientists and Related Workers, All Other

188 スキル

AIに聞く

188 スキル

Deep Research

Deep research agent skill. Use when the user needs thorough, scientific, truth-seeking research on any topic -- investigating claims, finding primary sources, synthesizing evidence, producing cited reports. Triggers on: 'research this', 'investigate', 'deep dive', 'find sources', 'what does the evidence say', 'literature review', 'fact check', 'analyze the research on', any request requiring multi-source investigation with citations.

kortix-ai19.6k

Backend

Pipeworx Openalex

OpenAlex MCP — wraps the OpenAlex API (scholarly works, free, no auth)

openclaw4.2k

ナレッジベース

Wikidata SPARQL and Entity Search

Query Wikidata for structured knowledge using SPARQL and entity search. Use when: (1) finding structured facts about entities (people, places, organizations), (2) querying relationships between entities, (3) cross-referencing external identifiers (Wikipedia, VIAF, GND, ORCID), (4) building knowledge graphs from linked data. NOT for: full-text article content (use Wikipedia API), scientific literature (use semantic-scholar), geospatial data (use OpenStreetMap).

beita6969583

CI/CD

Research Pipeline

Formal 5-phase research pipeline with artifact saving and source quality gates: SCOPE, GATHER, SYNTHESIZE, VALIDATE, DELIVER. Parallel research agents mandatory (min 3). Saves findings to research/{topic}/ for future reference. Use for "research pipeline", "formal research", "research with artifacts".

notque342

学術

Science Fact Research And Ranking

Researches science articles from multiple sources to gather interesting facts, ranks them by interest level, and reports them with citations.

ECNU-ICALK333

データ分析

Fabric

Pattern-based analysis using Fabric's 242+ specialized prompts for summarizing papers and extracting insights

lamm-mit179

教育

Research Idea Explorer

Use when the user wants cross-disciplinary research ideas generated as concise research cards with Title, Abstract, Design, Distinctiveness, and Significance rather than one-shot prompting.

jameslemon2002126

学術

Junshi (军师)

Daily research idea generator and 军师 (strategic advisor) for any academic research area. Reads your papers, monitors arXiv and configurable top venues daily, and proposes bold, ranked research ideas saved as a daily digest. Invoke this skill whenever the user asks for research ideas, says "what should I work on", asks to see today's arXiv, wants a paper digest, wants to brainstorm their next project, or wants strategic research advice in any field. Also use this when the user says they want to stay on top of the literature, regardless of domain.

junshi-research89

学術

Interdisciplinary Research

跨学科专家研究方法。描述如何从网上的信息去采集、分析最靠谱、最真实的数据并进行分析研究的方法论框架。

docuspeed85

営業・マーケティング

E3

Agent E3 - Mixed Methods Integration Specialist - Qual-Quant data integration and meta-inference. Covers joint display creation, integration strategies, and legitimation techniques.

brycewang-stanford80

ドキュメント

I1

Paper Retrieval Agent - Multi-database paper fetching from Semantic Scholar, OpenAlex, arXiv Handles rate limiting, deduplication, and PDF URL extraction Use when: fetching papers, searching databases, paper retrieval Triggers: fetch papers, retrieve papers, database search, Semantic Scholar, OpenAlex, arXiv

brycewang-stanford80

営業・マーケティング

D4

Agent D4 - Measurement Instrument Developer - Scale construction and psychometric validation. Covers item development, validity evidence, and reliability testing for social science research.

brycewang-stanford80

コード品質

F5

Humanization Quality Verifier - Ensures transformation integrity and quality Validates that humanization preserves meaning, citations, and academic standards Use when: after G6 transformation, before final export, for quality assurance Triggers: verify humanization, check transformation, validate changes

brycewang-stanford80

計算化学

⛔ Prerequisites (v8.2 — MCP Enforcement)

VS-Enhanced Research Question Refiner - Prevents Mode Collapse and derives differentiated research questions Enhanced VS 3-Phase process: Modal question avoidance, alternatives presentation, differentiated RQ recommendation Use when: refining research ideas, formulating research questions, clarifying scope Triggers: research question, 연구 질문, PICO, SPIDER, research idea

brycewang-stanford80

営業・マーケティング

Research Setup Wizard

Interactive setup wizard that configures a new project for the social-science-research plugin. Asks the user questions about their field, institution, journals, datasets, key researchers, and R color palette, then writes the answers into references/domain-profile.md and CLAUDE.md. Make sure to use this skill first whenever a user is starting fresh or wants to configure the plugin. Triggers include: "set up my project", "configure the plugin", "run setup", "initialize this project", "I just installed the plugin", "set my field", "set my institution", "configure my domain profile", or any request to personalize the plugin for a specific research context.

brycewang-stanford80

プロジェクト管理

Hud

Diverga HUD (Heads-Up Display) management skill. Configure and manage the research project statusline display. Supports multiple presets: research, checkpoint, memory, minimal. Triggers: "hud", "statusline", "display settings"

brycewang-stanford80

学術

Patent Search

Search 100M+ patents using BigQuery (fast, zero setup) or PatentsView API (US patents with rich metadata).

RobThePCGuy80

デバッグ

Journal Matcher

VS-Enhanced Journal Matcher with Journal Intelligence MCP — Real-time journal data pipeline with checkpoint-based human decisions. Uses OpenAlex + Crossref APIs for live metrics. Light VS applied: Avoids IF-centric recommendations + multi-dimensional matching strategy Use when: selecting target journals, planning submissions, comparing publication options Triggers: journal, submission, impact factor, academic journal, publication, submit

brycewang-stanford80

デバッグ

Gap Analysis

Discover and validate research gaps using INSIGHT pipeline + debate validation

Pthahnix50

CI/CD

Insight Validation

Gate the complete insight against 6 quality criteria; FAIL halts pipeline, REVISE triggers targeted re-run

Pthahnix50

学術

Deep Research — Universal Academic Research Agent Team

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review, devil's advocate challenges, ethics review, and post-research literature monitoring. Triggers on: research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, guide my research, help me think through, 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 事實查核, 引導我的研究, 幫我釐清, 幫我想想, 我不確定要研究什麼, 研究方向, 研究主題.

Klimabevaegelsen29

ドキュメント

Sci Extract

Professional extraction of core insights, figures, and metadata from scientific PDF papers. Triggers on requests to analyze, extract, or summarize scientific papers.

ShZhao2720826

ドキュメント

Arabic Science

مصطلحات علمية عربية — ترجم واشرح مصطلحات علمية بالعربي. يغطي: فيزياء، كيمياء، أحياء، حاسوب، هندسة. استخدم عندما يسأل عن مصطلح علمي أو يحتاج شرح علمي بالعربي.

Moshe-ship22

科学計算

Science

Hypothesis-test-analyze cycles. USE WHEN iterative problem, experimentation, multiple hypotheses, evidence-based.

jgmontoya21

学術

ScholaRAG: Systematic Review Automation Skill

Build PRISMA 2020-compliant systematic literature review systems with RAG-powered analysis in VS Code. Use when researcher needs automated paper retrieval (Semantic Scholar, OpenAlex, arXiv), AI-assisted PRISMA screening (50% or 90% threshold), vector database creation (ChromaDB), or research conversation interface. Supports knowledge_repository (comprehensive, 15K+ papers, teaching/exploration) and systematic_review (publication-quality, 50-300 papers, meta-analysis) modes. Conversation-first workflow with 7 stages.

diegosouzapw20

ナレッジベース

Paper Summary

Write structured research paper summaries in a background → problem → method → results format. Use when the user asks to summarize a paper, add a paper entry to a reading list/awesome list, or explain a research method. Triggers on phrases like "summarize this paper", "add this paper to <file>", "write up <paper name>", or when given an arxiv/conference URL with instructions to integrate it into notes.

ucsb-mlsec17

学術

Paper Analyzer

Deep critical analysis of academic papers with structured methodology. Use this skill whenever the user wants to analyze a specific paper in depth — not just summarize it, but dissect its experimental setup, extract key numbers, evaluate its claims against a research hypothesis, and identify what the paper inadvertently proves. Triggers: 'analyze this paper', 'deep dive into', '分析这篇论文', '论文深度分析', arXiv ID with analysis intent, 'what does this paper really show', '这篇论文说明了什么', 'break down this paper', 'critical reading'. Also triggers when discussing related work and the user asks to look at a specific paper in detail. NOT for: paper discovery/filtering (use scholar-agent), quick summaries, literature surveys across many papers, or adding papers to NotebookLM.

jiahao-shao114

学術

Conference Paper Writer

Write academic conference papers and research submissions

Supraforge14

コンテンツ制作

Data Storyteller

Transform data and analytics into compelling narratives and presentations

Supraforge14

学術

Research Lookup

Look up current research information using Perplexity's Sonar Pro or Sonar Reasoning Pro models through OpenRouter. Automatically selects the best model based on query complexity. Search academic papers, recent studies, technical documentation, and general research information with citations.

Supraforge14