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Research & Learning skills

Research, academic papers, education, and exam prep (4.4K skills)

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cue-omni-reader

FreeSummary

Parse web pages and authorized local documents, audio, or video with Cue Omni Reader. Use the complete results to summarize content, answer questions, locate sections, or save the parsed output.

  • Summarizing a web page from its URL
  • Answering questions about a local document
  • Reviewing the content of audio or video
iflytek/skillhub5.3KUpdated Oct 22, 2026

exam-ready

FreeSummary

Create a concise exam review from supplied notes or PDFs and a syllabus. Get topic definitions, key points, answer examples or multiple-choice cues, and practice questions, with priorities adjusted to the time available.

  • Create a topic-by-topic review from notes and a syllabus
  • Prioritize revision when only a few hours remain
  • Review answer examples or multiple-choice selection cues
iflytek/skillhub5.3KUpdated Oct 22, 2026

Create low-pressure review questions that help learners recall and apply what they studied. Use supplied materials to produce questions, grounded answer notes, and a short plan for checking answers, correcting mistakes, and revisiting weak areas.

  • Preparing short review quizzes for the start of a lesson
  • Revisiting material after a gap in study
  • Checking misconceptions identified by a teacher
iflytek/skillhub5.3KUpdated Oct 22, 2026

Choose two or three study methods that fit the subject, learning goal, assessment, and available time. Get concrete activities, ways to check progress, and a workable schedule that can change when difficulties arise.

  • Plan revision around exam dates and available time
  • Improve habits centered on rereading and highlighting
  • Choose methods for memorization, understanding, or problem solving
iflytek/skillhub5.3KUpdated Oct 22, 2026

dsh-tui-guide

FreeSummary

Answer questions about dsh-tui using its bundled manuals. Find relevant guidance on installation, shortcuts, configuration, themes, session migration, and VS Code integration, then cite the source file and section for checking.

  • Looking up shortcuts and everyday operations
  • Checking configuration and theme settings
  • Finding guidance for migrating sessions
ccch1mneyyy/dsh-TUI5.2KUpdated Oct 22, 2026

practice

FreeSummary

Practice one programming concept through a small exercise matched to your goals, experience, and available time. Get feedback based on observable results, with hints or explained solutions and a harder variation when you are ready.

  • Practicing a programming concept in 10–15 minutes
  • Understanding display width for CJK characters and emoji
  • Tracing event order and cleanup
ccch1mneyyy/dsh-TUI5.2KUpdated Oct 22, 2026

research

FreeSummary

Research a question using original sources such as official documentation, source code, and specifications. A background agent records findings with sources for each claim and saves a Markdown note following the repository’s existing conventions.

  • Researching a topic using official sources
  • Checking documented API behavior
  • Saving research notes with sources
vinvcn/mattpocock-skills-zh-CN5.2KUpdated Oct 20, 2026

teach

FreeSummary

Create short HTML lessons and interactive practice tailored to learning goals and prior progress. Keep learning records, trusted resources, and quick reference materials so study can continue across sessions with exercises designed for long-term retention.

  • Learn a new topic through short, focused lessons
  • Continue studying from previous learning records
  • Review with printable reference sheets
vinvcn/mattpocock-skills-zh-CN5.2KUpdated Oct 20, 2026

Turn a course plan into numbered exercise folders with starter readmes for problems, solutions, and explanations. Check the structure with the specified lint command, fix errors, and handle exercise moves or renaming while preserving Git history.

  • Creating exercise folders from a course plan
  • Preparing problem, solution, and explanation stubs
  • Checking exercise structure and readme links
vinvcn/mattpocock-skills-zh-CN5.2KUpdated Oct 20, 2026

pymatgen

FreeSummary

Work with crystal structures in Python: convert files, analyze symmetry, assess material stability, and examine electronic properties. Retrieve Materials Project data and prepare input files for materials calculations, with scripts for common analysis tasks.

  • Convert crystal structure files between CIF and POSCAR
  • Analyze crystal symmetry and neighboring atoms
  • Build phase diagrams and assess material stability
zLanqing/codex-claude-academic-skills5.2KUpdated May 14, 2026

Prepare scientific figures for journal submission with consistent panel layouts, error bars showing uncertainty, statistical significance labels, and accessible colors. Use matplotlib, seaborn, or plotly to adjust figure dimensions and export publication formats.

  • Preparing figures for journal submission
  • Combining multiple plots with consistent styling
  • Making figures readable in color and grayscale
zLanqing/codex-claude-academic-skills5.2KUpdated May 14, 2026

Find academic papers through Google Scholar and PubMed, retrieve publication details from identifiers, and build BibTeX reference files. Check author and publication information, detect duplicates, and standardize formatting before using references in a manuscript.

  • Finding papers on a research topic
  • Converting DOI lists into BibTeX references
  • Checking reference details before manuscript submission
zLanqing/codex-claude-academic-skills5.2KUpdated May 14, 2026

qutip

FreeSummary

Simulate quantum systems in Python with QuTiP, including open systems that interact with their surroundings. Calculate time evolution, energy loss, and entanglement, then visualize states and results for physics research or educational experiments.

  • Simulate the decay of a harmonic oscillator
  • Track changes in two-qubit entanglement
  • Study interactions between an atom and a cavity
zLanqing/codex-claude-academic-skills5.2KUpdated May 14, 2026

sympy

FreeSummary

Use SymPy in Python to solve equations, simplify formulas, calculate derivatives and integrals, and work with matrices. Keep exact results such as fractions and square roots, then turn expressions into executable code or LaTeX.

  • Solve equations and verify the solutions
  • Calculate derivatives, integrals, and limits
  • Find matrix eigenvalues and inverse matrices
zLanqing/codex-claude-academic-skills5.2KUpdated May 14, 2026

Develop and check research code in MATLAB/Octave or Python for signal processing, image analysis, statistics, and simulations. This skill supports reproducible workflows, checks units and assumptions, and prepares figures for papers and presentations.

  • Debugging MATLAB signal-processing scripts
  • Analyzing sensor time series in Python
  • Checking units and assumptions in optical simulations
zLanqing/codex-claude-academic-skills5.2KUpdated May 14, 2026

Search multiple academic databases, screen studies against documented criteria, and compare findings by theme. Produce literature reviews in Markdown and PDF with study quality assessments, verified citation details, and diagrams explaining the review process or findings.

  • Conduct a systematic literature review
  • Prepare a literature review section for a thesis
  • Compare findings and disagreements across studies
zLanqing/codex-claude-academic-skills5.2KUpdated May 14, 2026

paper-lookup

FreeSummary

Search ten academic databases for papers, preprints, author publications, and citation links. Look up specific papers by DOI, a paper identifier, and find abstracts, available full text, or openly accessible PDF links.

  • Find research papers on a specific topic
  • Look up a paper by DOI or PMID
  • Find openly accessible full text and PDFs
zLanqing/codex-claude-academic-skills5.2KUpdated May 14, 2026

eli5

FreeSummary

Turn a topic into a simple HTML explainer with large pictures and few words. It is designed for readers with no prior knowledge who want a basic visual explanation of how something works.

  • Getting a visual introduction to an unfamiliar topic
  • Explaining how something works in simple terms
  • Requesting an explanation with fewer words
anthropics/claude-plugins-community4.7KUpdated Oct 22, 2026

Combine Obsidian notes into literature reviews, comparisons, and project summaries. Keep each synthesis linked to its supporting papers, experiments, results, and research questions, with one lasting note for each purpose.

  • Combine paper notes into a literature review
  • Compare findings across experiments
  • Summarize a project's progress and results
brycewang-stanford/Auto-Empirical-Research-Skills4.7KUpdated Oct 20, 2026

Organize paper notes in an Obsidian project vault and synthesize them into lasting literature summaries. It standardizes review sections, tracks collection coverage, connects papers to project knowledge, and refreshes a visual literature map through filesystem operations.

  • Standardizing existing paper notes
  • Importing Zotero papers into an Obsidian vault
  • Summarizing methods and research gaps
brycewang-stanford/Auto-Empirical-Research-Skills4.7KUpdated Oct 20, 2026

review-response

FreeSummary

Turn reviewer comments into a structured response document. The skill classifies concerns, suggests whether to revise, defend, clarify, or experiment, and drafts evidence-based replies while checking completeness, professional tone, and respectful wording.

  • Classifying reviewer comments by issue type
  • Planning revisions and additional experiments
  • Drafting responses to every reviewer comment
brycewang-stanford/Auto-Empirical-Research-Skills4.7KUpdated Oct 20, 2026

Organize research project knowledge in an Obsidian vault, a folder of notes. Summarize existing repository materials, maintain paper, experiment, result, and writing notes, and synchronize daily progress without MCP or API keys.

  • Import existing research materials into Obsidian as summaries
  • Keep daily progress and project memory synchronized
  • Connect paper notes with experiments, results, and writing
brycewang-stanford/Auto-Empirical-Research-Skills4.7KUpdated Oct 20, 2026

interview-me

FreeSummary

Develop a research idea through a structured conversation, then turn the answers into a written research specification. Clarify the question, testable hypothesis, data needs, methods for assessing cause and effect, expected findings, and feasibility.

  • Turning an early research idea into a concrete plan
  • Exploring a new research direction from scratch
  • Identifying data needs and threats to causal interpretation
brycewang-stanford/Auto-Empirical-Research-Skills4.7KUpdated Oct 20, 2026

Turn a research interest into a defined question and practical plan. Use structured brainstorming, literature review, gap analysis, and method comparison to produce a research proposal, organized review, and references, with Zotero support for paper management.

  • Develop a research topic using 5W1H
  • Organize literature and identify unanswered questions
  • Compare research methods and required resources
brycewang-stanford/Auto-Empirical-Research-Skills4.7KUpdated Oct 20, 2026