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Data Analysis

Statistical analysis and data visualization.

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data-analysis

114

charting

Select the right Python charting library (seaborn, matplotlib, graphviz) and produce publication-quality static visualizations. Use when creating charts, plots, graphs, diagrams, heatmaps, visualizations from data, or when choosing between matplotlib/seaborn/graphviz. Also triggers for network diagrams, flowcharts, dependency trees, state machines, and entity-relationship diagrams. For interactive browser-rendered charts or uploaded data exploration, defer to charting-vega-lite instead.

oaustegard

data-ai

data-analysis

113

data-visualization

Data visualization with chart selection, color theory, and annotation best practices. Covers chart types (bar, line, scatter, heatmap), axes rules, and storytelling with data. Use for: charts, graphs, dashboards, reports, presentations, infographics, data stories. Triggers: data visualization, chart, graph, data chart, bar chart, line chart, scatter plot, data viz, visualization, dashboard chart, infographic data, data presentation, chart design, plot, heatmap, pie chart alternative

NeverSight

data-ai

data-analysis

113

openclaw-stock-skill

使用 data.diemeng.chat 提供的接口查询股票日线、分钟线、财务指标等数据，支持 A 股等市场。

NeverSight

data-ai

data-analysis

113

data-visualization

Data visualization with chart selection, color theory, and annotation best practices. Covers chart types (bar, line, scatter, heatmap), axes rules, and storytelling with data. Use for: charts, graphs, dashboards, reports, presentations, infographics, data stories. Triggers: data visualization, chart, graph, data chart, bar chart, line chart, scatter plot, data viz, visualization, dashboard chart, infographic data, data presentation, chart design, plot, heatmap, pie chart alternative

NeverSight

data-ai

data-analysis

113

csv-data-analyst

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.

NeverSight

data-ai

data-analysis

113

sdmx-explorer

Guided, interactive exploration of statistical data via SDMX providers (Eurostat, OECD, ECB, World Bank, ISTAT, and others) using the opensdmx CLI. Use this skill whenever the user asks a question about statistics that could be answered with SDMX data: demographics, economy, employment, births, deaths, population, prices, trade, health, agriculture, or any other topic. Also use it when the user mentions a specific dataflow ID they want to explore. The skill guides the user step by step: discovers relevant datasets, proposes the most meaningful candidates, explores the schema using real constraints (not codelists), explains the dataset structure, and invites the user to make informed filter choices before fetching any data.

NeverSight

data-ai

data-analysis

113

data-science

Use this skill when performing exploratory data analysis, statistical testing, data visualization, or building predictive models. Triggers on EDA, pandas, matplotlib, seaborn, hypothesis testing, A/B test analysis, correlation, regression, feature engineering, and any task requiring data analysis or statistical inference.

NeverSight

data-ai

data-analysis

113

ohlcv-processing

Market data preparation including OHLCV resampling, gap handling, anomaly detection, normalization, and multi-source merging

NeverSight

data-ai

data-analysis

113

solanatracker-api

Solana token data, PnL, risk scores, 1-second OHLCV, wallet analytics, and self-hosted swap execution via Raptor

NeverSight

data-ai

data-analysis

113

survey-research

对问卷原始数据进行全流程自动化分析，包括基础统计（频率分布 + 人口学概览）、交叉分析（不同人群差异对比）和文本分析（开放题主题归纳）。支持两种数据来源：用户提供本地 CSV/Excel 文件，或通过问卷 ID/名称从问卷系统直接下载（支持清洗）后分析。输出 Markdown 摘要报告 + Word 分析报告（默认），支持转换为 Excel/TXT 格式。当用户要求分析问卷数据、生成问卷调研报告、对比不同人群差异、分析开放题文本内容时触发。即使用户没有明确说"问卷"，只要涉及调研数据分析、用户反馈分析、满意度分析、NPS 分析等场景也应触发此 skill。当用户说"下载并分析问卷"、"清洗问卷然后出报告"、"帮我下载问卷90450"、 "下载国内问卷数据"、"从问卷系统拉数据"等涉及下载+分析的场景时，也应触发。确保在用户说"帮我分析这份问卷"、"分析一下不同性别的差异"、 "请结合文本题分析"、"下载问卷90450然后分析"、"清洗并导出问卷"等类似表达时使用。

NeverSight

data-ai

data-analysis

112

data-analyst

Analyses datasets with professional rigour — statistical summaries, clear narratives, and well-chosen visualisations.

siddsachar

data-ai

data-analysis

111

visualizing-with-mermaid

Creates professional Mermaid diagrams with semantic styling and visual hierarchy. Use when creating flowcharts, sequence diagrams, state machines, class diagrams, or architecture visualizations.

rileyhilliard

data-ai

data-analysis

109

litigation-analysis

诉讼分析工具 - 判决书深度分析，生成上诉/再审决策支持

cat-xierluo

data-ai

data-analysis

108

matrix-list

This skill should be used when the user asks to "list matrix solutions", "show matrix stats", "display memory contents", "view matrix status", "show failures", "list warnings", "export matrix data", "backup matrix", "export solutions", or needs to see or export Matrix memory.

ojowwalker77

data-ai

data-analysis

108

img-grid

Этот скилл MUST быть вызван когда нужно наложить пронумерованную сетку на изображение для определения пропорций колонок макета. SHOULD также вызывать при проектировании формы на основе изображения-прототипа. Do NOT использовать для других задач анализа изображений.

Arman-Kudaibergenov

data-ai

data-analysis

108

skd-compile

Компиляция схемы компоновки данных 1С (СКД) из компактного JSON-определения. Используй когда нужно создать СКД с нуля

Arman-Kudaibergenov

data-ai

data-analysis

107

kpi-dashboard-design

Designs effective KPI dashboards with proper metric selection, visual hierarchy, and data visualization best practices. Use when building executive dashboards, creating analytics views, or presenting business metrics.

secondsky

data-ai

data-analysis

106

get-crypto-price

Fetch current and historical crypto prices and compute ATH or ATL over common time windows.

besoeasy

data-ai

data-analysis

106

generate-asset-price-chart

Generate candlestick price charts for any asset from existing OHLC data, without handling data fetching.

besoeasy

data-ai

data-analysis

106

csv-data-summarizer

Analyzes CSV files and automatically generates comprehensive summaries with statistical insights, data quality checks, and visualizations using Python and pandas. No questions asked — just upload a CSV and get a full analysis immediately.

besoeasy

data-ai

data-analysis

106

city-distance

Calculate line-of-sight and road distances between two cities using free OpenStreetMap services.

besoeasy

data-ai

data-analysis

105

excel

Handle spreadsheet operations (Excel/CSV) with high-fidelity modeling, financial analysis, and visual verification. Use for budget models, data dashboards, and complex formula-heavy sheets. Use proactively when zero formula errors and professional standards are required. Examples: - user: "Build an LBO model" -> create Excel with banking-standard formatting - user: "Analyze this data and create a dashboard" -> use openpyxl + artifact_tool - user: "Verify formulas in this spreadsheet" -> run recalc.py to check for errors

IgorWarzocha

data-ai

data-analysis

104

report-generator

高级报告生成专家，支持多格式输出、数据可视化和交互式报告生成。

huifer

data-ai

data-analysis

102

financial-statement-analyzer

Perform forensic-level analysis of a single company's financial statements, evaluating earnings quality, financial health, fraud risk, and operational efficiency. Use when the user asks for a deep dive into a company's financials, DuPont analysis, earnings quality check, balance sheet analysis, cash flow analysis, Altman Z-score, Beneish M-score, working capital analysis, or any detailed single-company financial examination.

Geeksfino

data-ai

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