Skills · category
Research skills and plugins
Public Claude skills and plugins for research, each with Waxell's security verdict and the findings behind it.
- 4,093 reviewed
- 3,091 no issues
- 932 to review
- 52 high risk
849 resultsResearch
nature-responsegalaxy-dawnDraft, audit, or revise point-by-point reviewer response letters for Nature-family manuscript revisions. Use when the user provides… No issuesResearchDocuments6k- nature-writinggalaxy-dawnDraft, restructure, or plan Nature-style manuscript sections from author-provided claims, results, figures, notes, or Chinese drafts. Use… No issuesResearchWriting & content6k
- obsidian-kb-artifactsgalaxy-dawnUse this skill for Obsidian-native formatting and derived artifacts such as Markdown formatting, wikilinks, registry tables, canvas files,… No issuesResearchDesign6k
- obsidian-literature-workflowgalaxy-dawnUse this skill for project-scoped literature review built on Sources/Papers, with synthesis landing in Knowledge, writing handoff in… No issuesResearchProductivity6k
- obsidian-project-kb-coregalaxy-dawnUse this as the main Claude Scholar skill for a vault-first, project-scoped Obsidian research knowledge base rooted at… No issuesResearchProductivity6k
- obsidian-source-ingestiongalaxy-dawnUse this skill to ingest external materials into the current project-scoped Obsidian KB as source notes under Sources/Papers, Sources/Web,… No issuesResearchProductivity6k
- paper-self-reviewgalaxy-dawnThis skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure",… No issuesResearchAI & agents6k
- planning-with-filesgalaxy-dawnUse this by default for non-trivial multi-step work that needs persistent planning, progress tracking, or durable notes on disk. Trigger… No issuesResearchProductivity6k
- post-acceptancegalaxy-dawnThis skill should be used when the user asks to "prepare conference presentation", "create presentation slides", "design poster", "make… No issuesResearchDocuments6k
- publication-chart-skillgalaxy-dawnThis skill should be used when the user asks for a publication-quality scientific figure or table, wants help choosing the right chart for… Review findingsResearchData & analytics6k
- research-ideationgalaxy-dawnThis skill should be used when the user asks to "brainstorm research ideas", "use 5W1H framework", "identify research gaps", "conduct gap… No issuesResearchProductivity6k
- results-analysisgalaxy-dawnThis skill should be used when the user asks to "analyze experimental results", "run strict statistical analysis", "compare model… No issuesResearchData & analytics6k
- results-reportgalaxy-dawnThis skill should be used when the user asks to "write an experiment report", "summarize experimental results", "do experiment… No issuesResearchDocuments6k
- review-responsegalaxy-dawnSystematic review response workflow from comment analysis to professional rebuttal writing. Use when the user asks to "write rebuttal",… No issuesResearchData & analytics6k
- skill-developmentgalaxy-dawnThis skill should be used when the user asks to create a new skill, repair an existing skill, improve trigger descriptions, reorganize… No issuesResearchAI & agents6k
- skill-improvergalaxy-dawnThis skill should be used when the user asks to "apply skill improvements", "update skill from plan", "execute improvement plan", "fix… No issuesResearchAI & agents6k
- skill-quality-reviewergalaxy-dawnThis skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill",… No issuesResearchWriting & content6k
- ui-ux-pro-maxgalaxy-dawnThis skill should be used when the user asks to design or review a UI, create a landing page or dashboard, choose colors or typography,… No issuesResearchDesign6k
- uv-package-managergalaxy-dawnMaster the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when… High riskResearchProductivity6k
- verification-loopgalaxy-dawnThis skill should be used when the user asks to "verify code", "run verification", "check quality", "validate changes", or before creating… No issuesResearchEngineering6k
- web-design-reviewergalaxy-dawnThis skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like… No issuesResearchDesign6k
- webapp-testinggalaxy-dawnToolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI… No issuesResearchEngineering6k
- writing-anti-aigalaxy-dawnThis skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural",… No issuesResearchWriting & content6k
- zotero-obsidian-bridgegalaxy-dawnUse this skill when Zotero is the literature source of truth and the project KB should receive source notes under Sources/Papers plus… No issuesResearchProductivity6k
office-academic-skillzlanqingChinese-first academic Word and PowerPoint workflow for paper reading reports, thesis or group-meeting PPTs, editable DOCX/PPTX… Review findingsResearchDocuments5.6k- research-writing-skillzlanqingChinese-first research paper writing, revision, polishing, section drafting, rebuttal, peer-review response, thesis prose improvement, and… Review findingsResearchWriting & content5.6k
- scientific-toolkit-skillzlanqingResearch computing toolkit for optoelectronic information science and engineering, MATLAB/Octave, Python scientific analysis, signal… High riskResearchData & analytics5.6k
- astropyzlanqingComprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including… Review findingsResearchData & analytics5.6k
- citation-managementzlanqingComprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate… Review findingsResearchWriting & content5.6k
- exploratory-data-analysiszlanqingPerform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when… Review findingsResearchData & analytics5.6k
- literature-reviewzlanqingConduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).… High riskResearchData & analytics5.6k
- matlabzlanqingMATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing… No issuesResearchData & analytics5.6k
- matplotlibzlanqingLow-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot… No issuesResearchData & analytics5.6k
- networkxzlanqingComprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph… Review findingsResearchData & analytics5.6k
- paper-lookupzlanqingSearch 10 academic paper databases via REST APIs for research papers, preprints, and scholarly articles. Covers PubMed, PMC (full text),… No issuesResearchData & analytics5.6k
- pdfzlanqingUse this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining… Review findingsResearchDocuments5.6k
- pymatgenzlanqingMaterials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format… Review findingsResearchProductivity5.6k
- pymoozlanqingMulti-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for… Review findingsResearchDesign5.6k
- qutipzlanqingQuantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum… Review findingsResearchAI & agents5.6k
- scientific-visualizationzlanqingMeta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance… Review findingsResearchData & analytics5.6k
- scikit-learnzlanqingMachine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised… Review findingsResearchAI & agents5.6k
- seabornzlanqingStatistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons… No issuesResearchData & analytics5.6k
- simpyzlanqingProcess-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues,… No issuesResearchEngineering5.6k
- statistical-analysiszlanqingGuided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption… No issuesResearchData & analytics5.6k
- statsmodelszlanqingStatistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics,… No issuesResearchData & analytics5.6k
- sympyzlanqingUse this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including… No issuesResearchEngineering5.6k
- timesfm-forecastingzlanqingZero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy,… Review findingsResearchFinance5.6k
agentation-self-drivingbenjitaylorAutonomous design critique mode using the Agentation annotation toolbar. Use when the user asks to "critique this page," "add design… Review findingsResearchDesign5.3k
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