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420 skills match “data cleaning”
Data Commons Client
Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demographic data, economic indicators, health statistics, environmental data, or any public datasets available through Data Commons. Applicable for querying population statistics, GDP figures, unemployment rates, disease prevalence, geographic entity resolution, and exploring relationships between statistical entities.
AKShare - Chinese Financial Data
Fetch Chinese stock market data (A-shares, Hong Kong stocks, futures, funds, macroeconomic indicators) using AKShare library. Use when you need to get real-time or historical financial data from Chinese markets, including stock prices, trading volumes, financial statements, fund data, futures data, or macroeconomic statistics. Supports daily/weekly/monthly K-line data, stock fundamentals, market indices, and more. No API key required - completely free.
LaminDB
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.
Exploratory Data Analysis
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.
Data Validation
Validate data with schemas across languages and formats. Use when defining JSON Schema, using Zod (TypeScript) or Pydantic (Python), validating API request/response shapes, checking CSV/JSON data integrity, or setting up data contracts between services.
Salesforce Dx
Query Salesforce data and manage sales pipelines using the `sf` CLI. Use for SOQL queries (simple to complex), opportunity pipeline analysis, forecast reporting, data exports, schema exploration, and CRM data operations. Also use for executive workflows like looking up deals by name, finding contact info to email prospects, preparing pipeline reviews, and cross-referencing CRM data with other tools. Triggers on Salesforce, SOQL, pipeline, opportunity, forecast, CRM data, deal lookup, prospect email, account info, or sf CLI questions.
Data Analysis
Data analysis and visualization. Query databases, generate reports, automate spreadsheets, and turn raw data into clear, actionable insights. Use when (1) you need to analyze, visualize, or explain data; (2) the user wants reports, dashboards, or metrics turned into a decision; (3) the work involves SQL, Python, spreadsheets, BI tools, or notebooks; (4) you need to compare segments, cohorts, funnels, experiments, or time periods; (5) the user explicitly installs or references the skill for the current task.
Qlik Cloud Skill
Complete Qlik Cloud analytics platform integration with 37 tools. Health checks, search, app management, reloads, natural language queries (Insight Advisor), automations, AutoML, Qlik Answers AI, data alerts, spaces, users, licenses, data files, and lineage. Use when user asks about Qlik, Qlik Cloud, Qlik Sense apps, analytics dashboards, data reloads, or wants to query business data using natural language.
GeoPandas
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.
Airweave Search
Context retrieval layer for AI agents across users' applications. Search and retrieve context from Airweave collections. Airweave indexes and syncs data from user applications to enable optimal context retrieval by AI agents. Supports semantic, keyword, and agentic search. Use when users ask about their data in connected apps (Slack, GitHub, Notion, Jira, Confluence, Google Drive, Salesforce, Linear, SharePoint, Stripe, etc.), need to find documents or information from their workspace, want answers based on their company data, or need you to check app data for context to complete a task.
Excel Generator
Skywork Excel (skywork) - Use for ANY task involving Excel, spreadsheets, tables, data analysis, or file conversion. Has BUILT-IN web search for real-time data (stocks, rates, stats). Pass user's original query directly without rewriting. Capabilities: (1) Create Excel/CSV with formulas, charts, pivots; (2) Analyze Excel/CSV/PDF/Image files - dashboards, visualizations; (3) Fetch live web data; (4) HTML reports; (5) Convert formats (PDF-to-Excel, image-to-table); (6) Financial models, budgets. Trigger on Excel/CSV/PDF/Image uploads or structured-output requests. Keywords: 'create Excel', 'spreadsheet', 'analyze data', 'chart', 'pivot table', 'dashboard', 'PDF to Excel', 'stock price', 'forecast', '创建Excel', '做表格', '数据分析', '生成图表', '数据透视表', '股价查询', 'Excelを作成', 'データ分析', 'グラフ作成', 'Excel 만들기', '데이터 분석', '차트', 'crear Excel', 'analizar datos', 'créer Excel', 'Excel erstellen', 'Datenanalyse', 'создать Excel', 'анализ данных', 'إنشاء Excel', 'Excel बनाओ', 'สร้าง Excel', 'tạo Excel', 'buat Excel', 'creare Excel'.
Imaging Data Commons
Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. No authentication required. Query by metadata, visualize in browser, check licenses.
CSV Data Pipeline
Process, transform, analyze, and report on CSV and JSON data files. Use when the user needs to filter rows, join datasets, compute aggregates, convert formats, deduplicate, or generate summary reports from tabular data. Works with any CSV, TSV, or JSON Lines file.
Python Data Visualization
Professional data visualization using Python (matplotlib, seaborn, plotly). Create publication-quality static charts, statistical visualizations, and interactive plots. Use when generating charts/graphs/plots from data, creating infographics with data components, or producing scientific/statistical visualizations. Supports PNG/SVG (static) and HTML (interactive) export.
FRED Economic Data Access
Query FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources. Access GDP, unemployment, inflation, interest rates, exchange rates, housing, and regional data. Use for macroeconomic analysis, financial research, policy studies, economic forecasting, and academic research requiring U.S. and international economic indicators.
DuckDB CLI Specialist
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".
Web Scraper as a Service
Build client-ready web scrapers with clean data output. Use when creating scrapers for clients, extracting data from websites, or delivering scraping projects.
Twitter Search and Analysis
Advanced Twitter search and social media data analysis. Fetches tweets by keywords using Twitter API, processes up to 1000 results, and generates professional data analysis reports with insights and actionable recommendations. Use when user requests Twitter/X social media search, social media trend analysis, tweet data mining, social listening, influencer identification, topic sentiment analysis from tweets, or any task involving gathering and analyzing Twitter data for insights.
Data Handling
Query and manage EVE Online characters via the ESI (EVE Swagger Interface) REST API. Performs OAuth2/PKCE browser login and stores plus auto-refreshes long-lived OAuth tokens locally in ~/.openclaw/eve-tokens.json. Read-only by default and can reach any ESI endpoint, including non-character public data; state-changing writes (mail, fittings, market orders, planetary interaction) happen only when explicitly invoked with --allow-write. Use when the user asks about EVE Online character data, wallet balance, ISK transactions, assets, skill queue, skill points, clone locations, implants, fittings, contracts, market orders, mail, industry jobs, killmails, planetary interaction, loyalty points, or any other EVE account management task.
GA4 Data API
Read Google Analytics 4 reporting data through the GA4 Data API. Use for explicit GA4 property metadata, compatible metric/dimension reports, traffic analysis, key events, quotas, and bounded exports.
Mx Finance Data
基于东方财富数据库，支持自然语言查询金融数据，覆盖A港美、基金、债券等多种资产，含实时行情、公司信息、估值、财务报表等，可用于投资研究、交易复盘、市场监控、行业分析、信用研究、财报审计、资产配置等场景，适配机构与个人多元需求。返回结果包含 xlsx 与 Markdown 文件。Natural language query for financial data across all markets, including A-shares, ETFs, bonds, Hong Kong and US stocks, and funds. It provides L1/L2 data, financial indicators, company profiles and valuation metrics. Ideal for investment research, strategy backtesting, market monitoring and industry analysis. It meets the needs of diverse institutions and individuals.
AdMapix Data Layer
AdMapix raw data layer for ad creatives, apps, rankings, downloads/revenue, and market metadata. Returns structured JSON from the AdMapix API; the calling agent composes and analyzes. Use for 搜广告, 找素材, 广告素材, 竞品分析, 排行榜, 下载量, 收入, 市场分析, App数据, ad creative, search ads, app intelligence, rankings, downloads, revenue, market data.
Garmer - Garmin Data Extraction Skill
Extract health and fitness data from Garmin Connect including activities, sleep, heart rate, stress, steps, and body composition. Use when the user asks about their Garmin data, fitness metrics, sleep analysis, or health insights.
Alpaca Trading Skill
Trade stocks, ETFs, options, and crypto via Alpaca's REST API using curl. Full options support (buy/sell calls & puts, covered calls, cash-secured puts, spreads, exercise, contract lookup, option chain data). Manage orders, positions, watchlists, account activities, and portfolio history. Access real-time and historical market data for stocks, options, and crypto including quotes, bars, snapshots, news, screener (most active, top movers), and corporate actions. Use when the user mentions "buy," "sell," "trade," "options," "call," "put," "market data," "stock price," "stock quote," "portfolio," "account balance," "positions," "orders," "alpaca," "market clock," "watchlist," "top movers," "most active," or any stock/crypto/options trading task. No external CLI binary required — uses curl + jq directly.