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Skills in this repository
brycewang-stanford/Auto-Empirical-Research-Skills - Page 25
SkillsMP has collected 1,111 skills from brycewang-stanford/Auto-Empirical-Research-Skills. Open a skill to review its source and details.
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Navigate NSF grant applications, program selection, and strategies
Pre-registration, open data, and FAIR principles for research
9 grants & funding skills. Trigger: grant applications, funding search, budget planning, data repositories. Design: funder-specific guides with eligibility, submission requirements, and timelines.
Open research repository for all disciplines
Design and conduct action research and participatory studies
Ready-to-use agent skills for scientific research and engineering
Design rigorous experiments using DOE, factorial designs, and response surfaces
Practical advice for thriving in PhD programs and academic research
Apply grounded theory methodology to develop theory from data
Guide to designing and conducting mixed methods research
Access Open Science Framework for preregistrations, preprints, and data
Plan and manage systematic literature reviews with Parsifal platform
Design and conduct qualitative research using grounded theory and case studies
Build a persistent cross-session knowledge base from academic papers
Simulate human research communities with multi-agent AI collaboration
Generate research ideas from collected papers with gap analysis
13 research methodology skills. Trigger: study design, methodology selection, scientific reasoning, mentoring. Design: rigorous methods frameworks covering qualitative, quantitative, and mixed approaches.
Tools and pipelines for automating systematic literature reviews
AI-assisted peer review tools, workflows, and quality standards
Automate systematic literature reviews with LatteReview AI agents
Structured framework for writing peer review reports and paper critiques
AI-assisted paper reading, PDF Q&A, and summarization workflows
Conduct thorough, constructive peer reviews and evaluate research papers
Write effective rebuttals to reviewer comments for journal submissions
Craft effective point-by-point reviewer response letters
Write literature reviews and survey papers from collected papers
8 peer review skills. Trigger: reviewing manuscripts, comparing papers, quality assessment. Design: systematic review criteria, evaluation rubrics, and automated review tools.
Run and manage Google Colab notebooks for Python and ML research
Best practices for computational research notebooks with reproducible workflows
Download datasets, manage competitions and notebooks via Kaggle API
Sync and manage Overleaf LaTeX projects from the command line
Reproducible Python environments, notebooks, and literate programming
Create reproducible research workflows with R and RMarkdown/Quarto
Secure sandboxed code execution environments for reproducible research computing
7 code execution skills. Trigger: running code, interactive notebooks, Jupyter, Colab, sandboxed execution. Design: execution environment guides with setup instructions and best practices.
Convert Python, JavaScript, and TypeScript functions into Mermaid flowcharts
Generate hand-drawn style Excalidraw diagrams from text descriptions
Guide to JSON Crack for visualizing complex JSON data structures
Generate diagrams from text via Kroki's multi-format rendering API