Data Analysis Skills for OpenClaw Agents

Data Analysis

@ivangdavila

Data analysis and visualization. Query databases, generate reports, automate spreadsheets, and turn raw data into clear, actionable insights. Use when (1) yo...

Data Analysis

@cellcog

AI data analysis and visualization powered by CellCog. Data cleaning, exploratory analysis, hypothesis testing, statistical reports, ML model evaluation, dataset profiling, charts, dashboards. Upload CSVs and get analysis back with full Python access.

Chance Fc3d Predictor

@gechengling

基于福彩3D历史数据，运用多维统计和12种算法，提供直选、组选号码分析与选号建议，辅助理性购彩参考。

Finance Data Analysis

@gechengling

Provides AI-driven financial data analysis including KPI tracking, financial statement evaluation, data visualization, and automated reporting for decision s...

Business Data Analyst

@phoenixlucky

Turn business data into decisions

Chance Dlt Predictor

@gechengling

基于历史数据和多维统计，运用频率、遗漏、走势、奇偶、大小、跨度等方法，科学分析并智能推荐大乐透号码。

amazon-analysis

@apiclaw

Amazon-domain general analysis and multi-endpoint research engine. Handles broad or composite Amazon research requests that span multiple data dimensions or have no single specialized angle. Use when: - user asks for multi-endpoint Amazon research, composite reports, or general Amazon market/product analysis - user asks "what kind of Amazon analysis can I run" or wants an overview of available Amazon insights - user wants broad Amazon data exploration with no single specific deliverable in mind Uses {skill_base_dir}/scripts/zoodata.py. Requires ZOODATA_API_KEY.

Code Analysis Skills

@wscats

This skill produces a DESCRIPTIVE Git-history reflection report. It is intended ONLY for: (a) a developer running it on their own repository for self-reflect...

alibabacloud-quickbi-smartq

@sdk-team

Quick BI-SmartQ skill with multiple data analysis capabilities: 1. **File Q&A**: Upload Excel/CSV files for intelligent analysis via Quick BI API 2. **Dataset Q&A**: Natural language queries on Quick BI platform datasets, with automatic intelligent table selection and matching 3. **Document Parsing**: Parse PDF/Word/Excel/CSV/images, extract text, and support extracting key fields to generate structured Excel 4. **Dashboard Skill Generation**: Auto-convert QuickBI dashboards into data query skills 5. **Data Insight**: Deep data insight analysis on Quick BI datasets 6. **Data Report**: Auto-generate professional data reports based on analysis results Use when users mention data analysis, smart Q&A, querying data, file analysis, document parsing, dashboard skills, data insight, or data reports.

Data Analyzer

@tobewin

Data analysis tool for Excel, CSV, Word, PDF, TXT, Markdown files. Use when user needs to analyze, summarize, or compare data from multiple files. Supports f...

Alibabacloud Data Agent Skill

@sdk-team

Invoke Alibaba Cloud Apsara Data Agent for Analytics via CLI to perform natural language-driven data analysis on enterprise databases. Data Agent for Analyti...

fitness-coach

@tankeito

TRIGGER when: user asks about workout plans, exercise routines, fat loss, muscle gain, body recomposition, meal planning for fitness, calorie or macro tracking, home or gym training, hydration or sleep tracking, smartwatch/workout data analysis, or weekly fitness progress reviews. DO NOT TRIGGER when: user asks for medical diagnosis, physical therapy prescriptions, clinical disease nutrition, urgent symptom triage, eating disorder treatment, pregnancy/postpartum programming, minor-specific coaching, mental health counseling, or sports competition prep. FIRST ASK: if no profile exists, collect height, weight, target weight, age, goal, training location, days per week, city, diet restrictions, and injuries/medical conditions before generating a plan.

Data Analysis Litiao

@litiao1224

Turn raw data into decisions with statistical rigor, proper methodology, and awareness of analytical pitfalls.

Data Analyst

@realroc

Complete the data analysis tasks delegated by the user.If the code needs to operate on files, please ensure that the file is listed in the `upload_files` par...

Alibabacloud Agentbay Aio Skills

@sdk-team

Execute code in a secure cloud sandbox via AgentBay SDK. Use this skill whenever users request to run, execute, or evaluate code (Python, JavaScript, R, Java...

Data Cleaning and Statistical Analysis Skill

@scc-nyy

Provides data cleaning, quality checks, statistical test selection, analysis, and academic interpretation for quantitative behavioral and experimental datasets.

Skywork Excel

@gxcun17

Skywork Excel (skywork) - Use for ANY task involving Excel, spreadsheets, tables, data analysis, or file conversion. Has BUILT-IN web search for real-time da...

Statistics Skill

@jeoyee

统计结果解读助手。支持t检验、方差分析、卡方、相关、回归、中介效应、调节效应、信度分析等。可直接粘贴SPSS输出，自动生成学术化解读。

DuckDB CLI skills

@camelsprout

DuckDB CLI specialist for SQL analysis, data processing and file conversion. Use for SQL queries, CSV/Parquet/JSON analysis, database queries, or data conversion. Triggers on "duckdb", "sql", "query", "data analysis", "parquet", "convert data".

Alibabacloud Sls Data Agent

@sdk-team

Invoke SLS DataAgent to autonomously perform data acquisition, processing, analysis, and visualization for Alibaba Cloud SLS (Simple Log Service). Acts as a...

data-analysis-for-feishu

@zzzanezhou0829

📊 Powerful ECharts-based data visualization skill optimized for Feishu (Lark) ecosystem. Supports 12+ chart types, 6+ data sources (Excel/CSV/Bitable/Sheet/...

sn-da-image-caption

@sensenova-skills

图片理解与数据提取 skill。当图片文件（.png/.jpg/.jpeg/.gif/.webp/.bmp）是主要输入且用户需要理解、提取数据或分析图片内容时使用。提供预配置的 caption 脚本（scripts/caption.py），通过 vision 模型将图片转为文本描述，无需额外配置 API Key。覆盖：(1) 通过 scripts/caption.py 对图表/表格/截图/流程图进行 caption，(2) 将 caption 文本解析为结构化 DataFrame，(3) 基于提取数据重新生成可视化图表，(4) 导出为 Excel/CSV。**遇到以下任一情况就主动使用本 skill，不要自行猜测图片内容**：①用户出现触发词：图片分析 / 图表提取 / 表格识别 / OCR / 图片描述 / 截图分析 / 图表数据 / 提取图片中的数据 / 图片转表格 / 识别图片 / image caption / extract data from image / chart analysis / table OCR；②用户上传或指定了图片文件（.png / .jpg / .jpeg / .gif / .webp / .bmp）并要求理解、提取数据或分析内容；③任务需要从图表截图、表格截图、UI 截图、流程图中提取结构化信息；④用户要求将图片中的数据转为 Excel/CSV 或重新生成可视化图表。仅不用于：图片编辑（裁剪、滤镜、缩放）、图片生成、不含数据的风景/人物照片描述。

sn-da-large-file-analysis

@sensenova-skills

万行以上 Excel 数据集的高性能分析引擎。提供 openpyxl read_only 流式读取（iter_rows 支持 10 万行以上）、Parquet 转换加速、内存优化、分块处理和大文件写入模式。**遇到以下任一情况就主动使用本 skill**：①数据行数 ≥ 10k（由 sn-da-excel-workflow 的行数评估步骤触发）；②用户出现触发词：大文件 / 大数据量 / 性能优化 / 内存不足 / OOM / 百万行 / 十万行 / 流式读取 / Parquet / 分块处理 / large file / big data / streaming read / chunked processing；③直接使用 pd.read_excel() 导致超时或内存溢出；④用户明确要求对大规模数据集进行高性能处理。仅不用于：小于 10k 行的常规 Excel 分析（使用 sn-da-excel-workflow 即可）。

sn-da-excel-workflow

@sensenova-skills

Excel 数据分析多步编排器。覆盖：(1) 读取多 Sheet Excel 文件并统计行数，(2) 大文件检测（≥10k 行自动 Parquet 优化），(3) 数据清洗（缺失值、文本标准化、无效字符），(4) 条件筛选与分类提取，(5) 跨 Sheet 统计聚合，(6) 导出 Excel/CSV 并提供下载链接。覆盖从数据读取到报告生成全流程，按步骤编排 capability 子 skill。**遇到以下任一情况就主动使用本 skill，不要自行写几行 pandas 就回答**：①用户出现触发词：Excel 分析 / 表格分析 / 数据分析 / 数据清洗 / 数据统计 / 数据筛选 / 数据可视化 / 数据导出 / 汇总统计 / 透视表 / 分组统计 / 交叉分析 / 趋势分析 / 对比分析 / 异常值检测 / 去重 / 缺失值处理 / Excel 报告 / 生成报表 / analyze Excel / data analysis / data cleaning / pivot table；②用户上传或指定了 .xlsx / .xls / .csv 文件并要求分析、清洗、统计或可视化；③任务涉及多 Sheet 读取、条件筛选、分类汇总、图表生成中的任意一项；④用户要求导出带格式的 Excel 报告或下载链接。仅不用于：不涉及表格数据的纯文本处理、图片分析（使用 sn-da-image-caption）、单个公式计算的简单问答。

sn-da-non-spreadsheet-analysis

@sensenova-skills

Word / PDF / PPT 文档解析与数据分析引擎。覆盖三类文件格式的全量提取、表格数值化、图表理解与跨文档汇总分析。**遇到以下任一情况就主动使用本 skill**：①用户上传或指定了 .docx / .doc / .pdf / .pptx / .ppt 文件并要求分析、提取或统计其中内容；②用户出现触发词：Word分析 / PDF解析 / PPT提取 / 文档分析 / 报告解析 / 幻灯片分析 / 发票提取 / 合同分析 / 文档统计 / 错别字 / 语病 / 字号检查 / 简历分析 / 多文档对比；③任务涉及从文档中提取表格、数值、图表、格式（颜色/高亮/字号）、组织架构、时间线等结构化信息。仅不用于：Excel/CSV 数据分析（使用 sn-da-excel-workflow）、纯图片分析（使用 sn-da-image-caption）。