Skills · category
Data & analytics skills and plugins
Public Claude skills and plugins for data & analytics, each with Waxell's security verdict and the findings behind it.
- 5,991 reviewed
- 4,593 no issues
- 1,271 to review
- 97 high risk
1,486 resultsData & analytics
excel-large-file-processing-and-cleaningopensensenova读取多 sheet Excel 文件，动态识别目标列进行统计，并使用正则清洗文本字段提取中文字符，最终输出标准化 Excel 文件。 No issuesData & analyticsProductivity6k- chart-embedded-exportopensensenova从结构化数据中提取分类分布执行清洗与统计，生成多维度交叉分析、高分辨率对比图表及包含下载链接的完整分析报告，适用于大文件处理与嵌入式可视化场景。 No issuesData & analyticsProductivity6k
- excel-data-analysis-and-report-generationopensensenova从Excel提取多类型数据，并生成包含可视化图表与下载链接的综合分析报告。 No issuesData & analyticsDocuments6k
- excel-sheet-filter-exportopensensenova动态统计多Sheet Excel文件行数以判断大文件处理逻辑，并根据特定条件筛选数据、重命名字段后导出为包含下载链接的新Excel文件，适用于多Sheet数据探查与条件过滤导出场景。 No issuesData & analyticsProductivity6k
- dynamic-large-file-parquet-analysisopensensenova动态统计Excel总行数，当数据量过大（≥10000行）时自动转换为Parquet格式加速读取，并对指定目标列进行条件筛选、分类汇总与结果导出，适用于超大体积Excel文件的快速读取与统计分析。 No issuesData & analyticsDesign6k
- sn-da-image-captionopensensenova图片理解与数据提取 skill。当图片文件（.png/.jpg/.jpeg/.gif/.webp/.bmp）是主要输入且用户需要理解、提取数据或分析图片内容时使用。提供预配置的 caption 脚本（scripts/caption.py），通过 vision… No issuesData & analyticsImages, video & audio6k
- sn-da-large-file-analysisopensensenova万行以上 Excel 数据集的高性能分析引擎。提供 openpyxl read_only 流式读取（iter_rows 支持 10 万行以上）、Parquet 转换加速、内存优化、分块处理和大文件写入模式。**遇到以下任一情况就主动使用本 skill**：①数据行数 ≥… No issuesData & analyticsProductivity6k
- sn-da-non-spreadsheet-analysisopensensenovaWord / PDF / PPT 文档解析与数据分析引擎。覆盖三类文件格式的全量提取、表格数值化、图表理解与跨文档汇总分析。**遇到以下任一情况就主动使用本 skill**：①用户上传或指定了 .docx / .doc / .pdf / .pptx / .ppt… No issuesData & analyticsDocuments6k
- pdf-analysisopensensenovaPDF 文档解析。自动区分文字型 PDF 与扫描型 PDF，覆盖：文本/表格提取、多页全量扫描、嵌入图表 caption、单位感知数值计算。 No issuesData & analyticsDocuments6k
- ppt-analysisopensensenovaPPT (.pptx/.ppt) 全量解析。覆盖：所有 slide 文本/表格/图表提取、嵌入图片 caption、纯图片 slide 渲染识别、数据标签提取。 No issuesData & analyticsDocuments6k
- word-analysisopensensenovaWord (.docx/.doc) 文档全量解析。覆盖：正文/段落文本提取、表格数据提取、高亮/颜色格式读取、多文件汇总对比、嵌入图片转 caption。 No issuesData & analyticsDocuments6k
- sn-infographicopensensenovaGenerates professional infographics with various layout types and visual styles. Analyzes content, recommends layout and style, and… No issuesData & analyticsWriting & content6k
- sn-ppt-entryopensensenovaUse when a user asks to create a presentation, slide deck, PPT, or PPTX from a query and optional files, or to resume an existing… No issuesData & analyticsDocuments6k
- sn-ppt-storyopensensenova当前 PPT 任务已由 sn-ppt-entry 建好 DECK_DIR（task_pack.json 与 info_pack.json 已写入）后，必须由本 skill 将 query、全部用户材料与已完成 Research 编排为唯一可编辑的 outline.md… No issuesData & analyticsProductivity6k
- sn-search-market-cnopensensenovaUse when researching China market, industry, macro, trade, procurement, listed-company disclosure, regulation, IP, healthcare, logistics,… No issuesData & analyticsResearch6k
kaggle-learnergalaxy-dawnThis skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions… Review findingsData & analyticsResearch6k- nature-datagalaxy-dawnPrepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata… No issuesData & analyticsResearch6k
- 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 issuesData & analyticsResearch6k
- 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 findingsData & analyticsResearch6k
- research-ideationgalaxy-dawnThis skill should be used when the user asks to "brainstorm research ideas", "use 5W1H framework", "identify research gaps", "conduct gap… No issuesData & analyticsResearch6k
- results-analysisgalaxy-dawnThis skill should be used when the user asks to "analyze experimental results", "run strict statistical analysis", "compare model… No issuesData & analyticsResearch6k
- results-reportgalaxy-dawnThis skill should be used when the user asks to "write an experiment report", "summarize experimental results", "do experiment… No issuesData & analyticsDocuments6k
- review-responsegalaxy-dawnSystematic review response workflow from comment analysis to professional rebuttal writing. Use when the user asks to "write rebuttal",… No issuesData & analyticsResearch6k
- 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 issuesData & analyticsDesign6k
- 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 issuesData & analyticsWriting & content6k
baoyu-designjimliuCreate or edit visual design artifacts as self-contained HTML: UI mockups, interactive prototypes, wireframes, landing pages, dashboards,… Review findingsData & analyticsDesign6k- claude-dashboardjimliuUse this for a local, data-backed dashboard, metrics page, KPI tracker, scorecard, data visualization or recurring report that opens in… No issuesData & analyticsDesign6k
- datavizjimliuUse this skill whenever you are about to create ANY chart, graph, plot, dashboard, or data visualization, in ANY output medium (HTML/React… No issuesData & analyticsDesign6k
interface-designdammyjay93Craft-first interface design for dashboards, admin panels, SaaS apps, tools, settings pages, data interfaces, and interactive products.… No issuesData & analyticsDesign5.9k
dotnet-mauidotnetSkills for .NET MAUI development: environment setup, diagnostics, troubleshooting, navigation, data binding, dependency injection, layout,… High riskData & analyticsDesign5.8k
scientific-toolkit-skillzlanqingResearch computing toolkit for optoelectronic information science and engineering, MATLAB/Octave, Python scientific analysis, signal… High riskData & analyticsResearch5.6k- astropyzlanqingComprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including… Review findingsData & analyticsResearch5.6k
- exploratory-data-analysiszlanqingPerform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when… Review findingsData & analyticsResearch5.6k
- literature-reviewzlanqingConduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).… High riskData & analyticsResearch5.6k
- matlabzlanqingMATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing… No issuesData & analyticsEngineering5.6k
- matplotlibzlanqingLow-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot… No issuesData & analyticsResearch5.6k
- networkxzlanqingComprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph… Review findingsData & analyticsResearch5.6k
- paper-lookupzlanqingSearch 10 academic paper databases via REST APIs for research papers, preprints, and scholarly articles. Covers PubMed, PMC (full text),… No issuesData & analyticsResearch5.6k
- scientific-visualizationzlanqingMeta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance… Review findingsData & analyticsDesign5.6k
- seabornzlanqingStatistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons… No issuesData & analyticsResearch5.6k
- statistical-analysiszlanqingGuided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption… No issuesData & analyticsResearch5.6k
- statsmodelszlanqingStatistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics,… No issuesData & analyticsEngineering5.6k
- timesfm-forecastingzlanqingZero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy,… Review findingsData & analyticsFinance5.6k
- xlsxzlanqingUse this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit,… No issuesData & analyticsDocuments5.6k
gemini-api-cligoogle-geminiCall the Gemini API from the shell with gemini-api. Use for media generation (images, TTS, music, video), file and YouTube analysis,… High riskData & analyticsEngineering4.4k
eas-observeexpoUse for anything related to EAS Observe - adding `expo-observe` to an Expo project (AppMetricsRoot/ObserveRoot HOC, markInteractive and… No issuesData & analyticsEngineering4k- eas-updateexpoConfigure and use EAS Update for over-the-air JavaScript and asset updates with expo-updates and EAS CLI. Use when setting up OTA updates,… No issuesData & analyticsEngineering4k
- expo-data-fetchingexpoUse when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling,… No issuesData & analyticsEngineering4k
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