Навыки: Данные

Transform, clean, reshape, and preprocess data using pandas and numpy. Works with ANY LLM provider (GPT, Gemini, Claude,...

データ変換パイプラインの設計・実装・検証を整理するスキル。 スキーママッピング、ETL設計、品質確認までの実務フローを提供する。 Anchors: • Designing Data-Intensive Applications / 適用:...

Use when modifying, converting, or transforming structured data with dasel v3 — in-place mutations, format conversion, b...

Centralized transformation logic for consistent data shaping across API routes. Includes aggregators, rankers, trend cal...

Classify construction data by type (structured, unstructured, semi-structured). Analyze data sources and recommend appro...

Convert between data formats (JSON, CSV, XML, YAML, TOML). Handles nested structures, arrays, and preserves data types w...

This skill should be used when the user asks about "Effect Option", "Effect Either", "Option.some", "Option.none", "Eith...

Comprehensive data validation framework for testing schema compliance, data quality, and referential integrity. Validate...

Data validation patterns including schema validation, input sanitization, output encoding, and type coercion. Use when i...

QA an analysis before sharing with stakeholders — methodology checks, accuracy verification, and bias detection. Use whe...

A validation *boundary* is any point where data crosses from a system you do not

Generate interactive validation reports with quality scoring, missing data analysis, and type checking. Combines Pandas...

Implementing comprehensive validation rules across database, application, and pipeline layers to ensure data integrity.

Validate data against schemas, business rules, and data quality standards.

Create effective visualizations using matplotlib and seaborn for exploratory analysis, presenting insights, and communic...

Creating effective data visualizations using charts, graphs, and visual representations to communicate insights clearly...

Build mathematically correct, visually prominent data visualizations for time-series charts. Use this skill when creatin...

Data visualization with chart selection, color theory, and annotation best practices. Covers chart types (bar, line, sca...

Create production-quality data visualizations including charts, dashboards, and infographics. Use when the user asks to...

Create effective data visualizations with React charting libraries. Covers chart selection, Recharts, Chart.js, D3.js ba...

使用 Python（matplotlib、seaborn、plotly）创建数据可视化。适用于构建图表、选择图表类型、创建出版级图形或应用无障碍和色彩理论等设计原则。

Gráficos profesionales con Matplotlib, Seaborn, Plotly — del exploratorio al publicable. Elige el gráfico correcto para...

Say it with charts — right chart for the job, honest axes, accessible color, annotation that explains.

Data Visualization

Create clear, effective charts and dashboards from structured data using matplotlib, seaborn, and plotly. Use when the u...

Выбор и построение подходящей визуализации данных (графики, диаграммы, карты)

Grammar of graphics, chart type selection, color theory, interactive visualization, dashboards, and the principles of ho...

Provides expert design guidance for creating truthful, clear, beautiful data visualizations. Focuses on **DESIGN DECISIO...

专业数据可视化专家，精通现代图表库、仪表板设计和交互式数据展示。能够将复杂数据转化为直观、美观且富有洞察力的可视化作品。

Data Visualization Helper - Auto-activating skill for Visual Content.Triggers on: data visualization helper, data visual...

Generate data visualizations, plots, and charts. Analyzes data structure to select optimal visualization types. supports...

Expertise in creating clear, impactful visualizations for metrics, comparisons, and trends in the FTE+AI documentation.

Automated data visualization for EDA, model performance, and business reporting. Activates for "visualize data", "create...

Expert in creating charts, dashboards, and data visualizations using modern libraries

Generates charts and visual representations from data. Use when visualizing data.

Data visualization dashboard with multiple chart types — line, bar, pie, scatter, heatmap. All inline SVG. Use for "data...

Interactive data exploration and visualization skill. Use when users ask to visualize data, analyze datasets, create cha...

Create publication-quality plots and visualizations using matplotlib and seaborn. Works with ANY LLM provider (GPT, Gemi...

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

Professional Data Warehouse Expert skill. Design and maintain secure, optimized, and performant databases and data stora...

Data warehouse (大数据/数仓) ops skill for designing and operating analytical data platforms. Use for tasks like defining sou...

Design dimensional models and fact tables.

Design and implement data warehouse architectures for analytics and reporting. Use for: dimensional modeling, star and s...

Snowflake, BigQuery, Redshift, Delta Lake, and data warehouse design

Data processing expert - ETL, transformation, visualization

Use this skill for any data or analytics task — querying databases, analyzing metrics, exploring data warehouses, proces...

Transform and export data using DuckDB SQL. Read CSV/Parquet/JSON/Excel/databases, apply SQL transformations (joins, agg...

Data cleaning, transformation, reshaping, joins, missing data handling, and tidy data principles. Covers the full pipeli...