Validate data quality in CSV/Excel files for vehicle insurance platform. Use when checking required fields, validating data formats, detecting quality issues, or generating quality reports. Mentions "validate", "check fields", "data quality", "missing values", or "quality score".
This skill should be used when the user asks "how to install Chart.js", "Chart.js setup", "getting started with Chart.js", "Chart.js CDN", "Chart.js npm install", "tree-shaking Chart.js", "Chart.js bundle optimization", "import Chart.js", "Chart.js module loaders", "Chart.js CommonJS", "Chart.js RequireJS", "chart.js/auto vs manual registration", "Chart.js defaults", "update chart data", "chart instance methods", "destroy chart", "Chart.js helpers", "resize chart", "responsive chart configuration", "Chart.js global configuration", "getRelativePosition", or needs help with initial Chart.js v4.5.1 project setup, configuration, and chart manipulation.
This skill should be used when the user asks "Chart.js cheat sheet", "Chart.js quick reference", "Chart.js snippets", "common Chart.js patterns", "Chart.js copy paste", "Chart.js quick tips", "Chart.js one-liners", "quick Chart.js examples", "Chart.js recipes", or needs copy-paste ready code snippets for common Chart.js v4.5.1 patterns without deep documentation.
Generates professional reports from research and data
Эксперт SQL window functions. Используй для аналитических запросов, OVER clauses и ranking functions.
Create reactive Python notebooks for IMSA racing data analysis using marimo. Use for building interactive filtering UIs (seasons, classes, events), connecting to DuckDB databases, creating reactive visualizations, and performing data analysis with automatic cell re-execution. Includes templates, patterns, and IMSA-specific workflows.
This skill should be used when the user asks "Chart.js animations", "Chart.js easing", "Chart.js animation duration", "Chart.js animation callbacks", "Chart.js transitions", "Chart.js animation loop", "progressive line animation", "Chart.js animation delay", "disable Chart.js animation", "Chart.js onComplete", "Chart.js onProgress", or needs help configuring animations in Chart.js v4.5.1.
Automate statistical validation, hypothesis testing, and confidence interval calculations required by TAR UMT thesis standards and top ML research conferences. Use when you need to (1) calculate 95% confidence intervals for model performance metrics, (2) perform hypothesis testing to compare models (McNemar's test, paired t-test, Bonferroni correction), (3) generate APA-formatted results tables for thesis chapters, (4) create reproducibility statements for experimental setup, (5) validate statistical significance of model improvements, or (6) format results according to academic publishing standards. Essential for FYP Chapter 4 (experimental setup documentation) and Chapter 5 (results with statistical validation).
Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.
Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.
Create geographic maps for Belgian data visualizations. Use when the user asks to add a map, create a choropleth map, visualize geographic data, show data by region/province/municipality, or add a MunicipalityMap component. This skill covers Belgian geographic data (regions, provinces, municipalities) using NIS codes.
Use when you have CSV/Excel data files and need PM insights (retention, funnel, segmentation) via Python analysis.
웹 기반 통계 분석 SPA 개발 스킬. 이상치 탐지(Outlier Detection)와 행별 통계 분석(Row Statistics)을 수행하는 React 애플리케이션 구현. Z-Score, IQR, MAD, Grubbs, Winsorize 이상치 탐지와 T-test, ANOVA 통계 분석 지원. Copy & Paste 또는 CSV/TXT 파일 드래그 앤 드롭으로 데이터 입력, Recharts를 활용한 시각화 기능 포함. 모든 데이터는 로컬에서만 처리되며 네트워크 전송 없음.
Teach Bayesian approaches to meta-analysis including prior specification, MCMC methods, and interpretation of posterior distributions. Use when users want to incorporate prior knowledge, need probabilistic interpretations, or are working with sparse data.
Clean and standardize vehicle insurance CSV/Excel data. Use when handling missing values, fixing data formats, removing duplicates, or standardizing fields. Mentions "clean data", "handle nulls", "standardize", "duplicates", or "normalize".
Configure chart axis mappings and display options for all chart types in Drizzle Cube.
Generate the social value report from CSV inputs by detecting CSVs, anonymising them, and producing a month-by-month markdown report.
This skill should be used when the user asks "Chart.js gradients", "Chart.js linear gradient", "Chart.js radial gradient", "custom Chart.js chart type", "extend Chart.js", "derived chart type", "custom Chart.js scale", "Chart.js programmatic events", "Chart.js setActiveElements", "Chart.js custom controller", or needs help with advanced Chart.js v4.5.1 techniques.
ParaView scientific visualization for volume data and meshes. Use this skill when Claude needs to: (1) Visualize 3D volume data (CT, MRI, scientific simulations), (2) Create isosurfaces, slices, volume renderings, (3) Visualize vector fields with streamlines/glyphs, (4) Generate publication-quality screenshots, (5) Work with VTK, EXODUS, RAW, or other scientific data formats
