Anthropic Skills

Extract individual-level/case-based data from DHIS2 Tracker. Use for tracked entities, enrollments, events, or relationships. Routed via dhis2 skill for general DHIS2 requests.

Extract DHIS2 visualizations (favorites) metadata and data. Use for chart/table configurations, visualization data, or dashboard items. Routed via dhis2 skill for general DHIS2 requests.

Data visualization and chart components for Composable Svelte. Use when creating charts, graphs, or data visualizations. Covers chart types (scatter, line, bar, area, histogram), data binding, state-driven updates, interactive features (zoom, brush, tooltips), and responsive design from @composable-svelte/charts package built with Observable Plot and D3.

Help users run effective post-mortems and retrospectives. Use when someone is reviewing a project that succeeded or failed, wants to establish learning practices, is dealing with failure aftermath, or needs to improve team learning loops.

Extract indicators and indicator groups from DHIS2. Use for indicator definitions, formulas, or indicator groups. Routed via dhis2 skill for general DHIS2 requests.

Build BI dashboards from databases. Use when creating dashboards, charts, or analytics pages with Next.js + shadcn/ui + Recharts + Prisma.

Extract datasets metadata from DHIS2. Use for dataset definitions, data entry forms, or reporting frequencies. Routed via dhis2 skill for general DHIS2 requests.

Xiaohongshu (Little Red Book) infographic series generator with multiple style options. Breaks down content into 1-10 cartoon-style infographics. Use when user asks to create "小红书图片", "XHS images", or "RedNote infographics".

Create comprehensive algorithm visualizations using Manim animations. Documents step-by-step transformations with formulas, color-coding, arrows, and multiple explanation formats. Use when building visual explanations for data structure operations, algorithmic transformations, or educational demonstrations.

Template Diff Summary

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas | Sử dụng khi: tạo Excel, bảng tính, công thức, phân t

COBOL Knowledge Graph analysis and debugging toolkit. Use this skill when working with Neo4j queries, debugging pipeline issues, analyzing COBOL programs, or running common development tasks for this project.

Expert knowledge for creating hand-drawn style SVG illustrations. Activate when creating custom diagrams, working with illustration components, or needing consistent visual design for lessons.

Extract raw data values from DHIS2 using the dataValueSets API. Use for actual submitted data values, not aggregated analytics. Routed via dhis2 skill for general DHIS2 requests.

Query aggregated analytics data from DHIS2. Use for calculated/aggregated values, indicator values, or cross-dimensional analysis. Routed via dhis2 skill for general DHIS2 requests.

Help users improve retention and engagement metrics. Use when someone is dealing with churn, optimizing activation flows, building habit-forming products, or trying to increase user engagement and lifetime value.

Analyze marketing performance with key metrics, trend analysis, and optimization recommendations. Use when building performance reports, reviewing campaign results, analyzing channel metrics (email, social, paid, SEO), or identifying what's working and what needs improvement.

Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing. Use when analyzing distributions, testing for significance, detecting anomalies, computing correlations, or interpreting statistical results.

Use Snipara's planning tools when the user asks you to implement a complex feature, refactor code, or tackle a multi-step task. Generate execution plans before starting work.

Brand guidelines for OpenHexa and Bluesquare visual identity. Use when creating dashboards, reports, HTML pages, charts, or any visual output that should follow OpenHexa/Bluesquare brand colors and styling. Provides a consistent 5-color palette (pink, blue, white, light pink, dark blue), logo assets, and styling guidelines for ECharts, Tailwind, and general web development.

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

Generate beautiful infographic PNG images from Claude Code changelog summaries. Use this skill after changelog-interpreter has generated a user-friendly summary, to create a visual representation that can be saved and shared.

MCM/ICM Excel Data Processing & Analysis Expert. Use when handling raw Excel/CSV data for mathematical modeling competitions. Specializes in: (1) Data cleaning (missing values, outliers), (2) Normalization for evaluation models (TOPSIS, AHP, EWM), (3) Statistical analysis and correlation, (4) Feature engineering for modeling. Optimized for MCM/ICM workflow with time-sensitive data preparation.

Performs statistical analysis, finds patterns, and generates insights

Synthesize qualitative and quantitative user research into structured insights and opportunity areas. Use when analyzing interview notes, survey responses, support tickets, or behavioral data to identify themes, build personas, or prioritize opportunities.

QA an analysis before sharing with stakeholders — methodology checks, accuracy verification, and bias detection. Use when reviewing an analysis for errors, checking for survivorship bias, validating aggregation logic, or preparing documentation for reproducibility.

Decompose financial variances into drivers with narrative explanations and waterfall analysis. Use when analyzing budget vs. actual, period-over-period changes, revenue or expense variances, or preparing variance commentary for leadership.

Query Pittsburgh's Western PA Regional Data Center (WPRDC) — 363+ datasets covering property assessments, air quality, 311 requests, jail census, overdose data, permits, violations, and more. Run SQL queries against live tables without downloading. Use when user asks about Pittsburgh/Allegheny County public data, property lookups, civic data, or regional statistics.

Chart.js integration patterns for Helios. Use when creating animated data visualizations with Chart.js.

Analyze CSV files, generate summary statistics, and create visualizations using Python and pandas. Use when the user uploads, attaches, or references a CSV file, asks to summarize or analyze tabular data, requests insights from CSV data, or wants to understand data structure and quality.

Logic for creating high-fidelity, vibrant, and stunning user interfaces and dashboards. Use when the user wants to improve the aesthetics of their web application.

Writes DAX measures, calculated columns, and calculations for Power BI. Use for business logic, time intelligence, and analytical calculations.

Writes Power Query (M language) for data transformation, connections, and ETL. Use for data sources, transformations, parameters, and query optimization.

Creates calculation groups for reusable DAX patterns like time intelligence and currency conversion. Use to replace repetitive measures with dynamic calculations.

Comprehensive data visualization skill covering visual execution and technical implementation. Includes perceptual foundations, chart selection, layout algorithms, and library guidance. Load on-demand when building charts, graphs, dashboards, or any visual data representation.

Creates Power BI report themes for consistent styling. Use for colors, fonts, visual defaults, and corporate branding.

Data journalism workflows for analysis, visualization, and storytelling. Use when analyzing datasets, creating charts and maps, cleaning messy data, calculating statistics, or building data-driven stories. Essential for reporters, newsrooms, and researchers working with quantitative information.

專注於 Google Trends 數據擷取與分析，使用 Selenium 模擬真人瀏覽器行為抓取數據，自動判定搜尋趨勢是否創下歷史新高（ATH）或出現異常飆升，並提供訊號分型（季節性/事件驅動/結構性轉變）。

Master Cytoscape.js for graph visualization, including Svelte 5 integration, sci-fi styling, custom layouts, and interaction patterns. Use when building relationship maps, node-link diagrams, or interactive network visualizations.