skills/43-wentorai-research-plugins/skills/research/methodology/SKILL.md
13 research methodology skills. Trigger: study design, methodology selection, scientific reasoning, mentoring. Design: rigorous methods frameworks covering qualitative, quantitative, and mixed approaches.
npx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research methodology-skillsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description | |-------|-------------| | action-research-guide | Design and conduct action research and participatory studies | | claude-scientific-guide | Ready-to-use agent skills for scientific research and engineering | | experimental-design-guide | Design rigorous experiments using DOE, factorial designs, and response surfaces | | grad-school-guide | Practical advice for thriving in PhD programs and academic research | | grounded-theory-guide | Apply grounded theory methodology to develop theory from data | | mixed-methods-guide | Guide to designing and conducting mixed methods research | | osf-api-guide | Access Open Science Framework for preregistrations, preprints, and data | | parsifal-slr-guide | Plan and manage systematic literature reviews with Parsifal platform | | qualitative-research-guide | Design and conduct qualitative research using grounded theory and case studies | | research-paper-kb | Build a persistent cross-session knowledge base from academic papers | | research-town-guide | Simulate human research communities with multi-agent AI collaboration | | scientify-idea-generation | Generate research ideas from collected papers with gap analysis | | slr-automation-guide | Tools and pipelines for automating systematic literature reviews |
tools
Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening, citation-checking, and paper writing. Use when the user asks "what tool should I use to..." OR "install/run/use <tool> to ..." for research/lit-review work: automating a survey or related-work section, PDF→Markdown extraction for LLMs (MinerU/marker/docling), PRISMA / systematic review (ASReview), citation-backed Q&A over PDFs (PaperQA2), wiring papers into Claude/Cursor via MCP (arxiv/paper-search/zotero servers), or chatting with a Zotero library. Ships a launcher (scripts/litrun.py) that installs each tool in an isolated venv and runs it. Curated catalog of 70+ vetted projects. 支持中英文(用于「文献综述工具选型」与「一键安装/运行」)。
development
Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, data acquisition, manuscript writing, peer review and referee responses, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.
documentation
Use when the project collects primary data or runs a field, lab, or survey experiment, before the intervention begins — write the pre-analysis plan, size the sample from a power calculation, and register with the AEA RCT Registry. Apply after the design is chosen in aer-identification and before any outcome data are seen.
tools
Guide economists to authoritative data sources with explicit, confirmed data specifications before retrieval; interfaces with Playwright MCP to navigate portals and extract real data, not articles about data.