“data visualization”

Produces bar-chart, heat-map, and frequency chart assets (JSON -> UI).

当回答涉及趋势、分布、排行、占比、对比等可视化需求，需要把一组行数据转成前端可渲染的图表契约时使用。用户提到画图、图表、可视化、趋势图、饼图、柱状图、折线图时必须使用。只负责图表契约构建与图表选型，不负责取数。

Use for memor.re UI/UX, product screens, dashboards, data visualization, Figma work, prototypes, interaction flows, visual systems, frontend polish, or…

Generate charts, data visualizations, animated counters, and polished motion-graphic assets with open-source generators (matplotlib, Manim, Lottie, Motion…

Generates Mermaid diagrams from Trailmark code graphs.

论文级图表生成。从代码结果生成数据图表，自动执行12项visualization-review质量检查

Recharts/Chart.js data visualization — bar, line, area, pie charts.

Advanced structural patterns for Landing Pages, SaaS apps, and Data Visualization.

Real-time cryptocurrency portfolio dashboard with live data visualization.

Analytics and reporting interface design including data visualization, report builder, and metric dashboards.

Create publication-quality charts and graphs for economics papers.

Creates and audits truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly.

根据阶段触发条件和统一样式生成并归档数学建模图表。

Generate self-contained HTML/SVG infographics from JSON data, including stat cards, bar charts, flow diagrams, and mixed dashboards.

Rich downstream visualisation and reporting for bulk RNA-seq differential expression and scRNA marker/contrast outputs.

图表可视化 / Chart viz

Autonomous screenshot verification — captures, compares, and AI-evaluates UI changes for visual regressions

Specifies what questions a dashboard must answer and the metrics, visualizations, filters, and data sources it needs, so data teams build something that…

Generate polished, self-contained visual explainers, reviews, diagrams, dashboards, comparison pages, and slide-mode HTML from technical or business inputs.

This skill should be used when users need to analyze CSV or Excel files, understand data patterns, generate statistical summaries, or create data…

Expert business intelligence covering dashboard design, data visualization, reporting automation, and executive insights delivery.

Build high-quality visual Web artifacts using HTML/CSS/JavaScript/React — web pages, landing pages, dashboards, interactive prototypes, HTML slide decks…

Review chart choice, labeling, accessibility, and storytelling quality for existing visualizations.

MCP server for data visualization with Mermaid charts.