Data & Analytics
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
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kbarbel640-del Bundle Ifc To ExcelConvert IFC files (2x3, 4x1, 4x3) to Excel databases using IfcExporter CLI. Extract BIM data, properties, and geometry without proprietary software.
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kbarbel640-del Bundle Rvt To ExcelConvert RVT/RFA files to Excel databases. Extract BIM element data, properties, and quantities.
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kbarbel640-del Bundle Data ProfilerProfile construction data to understand characteristics, distributions, quality metrics, and patterns. Essential for data quality assessment and ETL planning.
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eli-yu-first Bundle Pandas Data WranglerGenerates Pandas code for data cleaning, transformation, and feature engineering from natural language
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rootcastleco Skill Data EngineerYou are a data engineer specializing in scalable data pipelines, modern data architecture, and analytics infrastructure.
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rootcastleco Skill Analytics TrackingAnalytics Tracking & Measurement Strategy
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kbarbel640-del Bundle Parquet ConverterConvert construction data to/from Parquet format. Optimize storage, enable fast queries, and integrate with data lakehouses.
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kbarbel640-del Bundle SQL Query BuilderBuild SQL queries for construction databases. Generate optimized SQL queries for construction data retrieval
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kbarbel640-del Bundle Erp Data ExtractorExtract and analyze data from construction ERP systems. Pull project data for analytics, reporting, and integration.
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kbarbel640-del Bundle Labor Productivity AnalyticsAnalyze construction labor productivity using data analytics. Track worker performance, identify inefficiencies, predict resource needs, and optimize crew allocation for maximum efficiency.
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kbarbel640-del Bundle Pandas Construction AnalysisComprehensive Pandas toolkit for construction data analysis. Filter, group, aggregate BIM elements, calculate quantities, merge datasets, and generate reports from structured construction data.
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kbarbel640-del Bundle Predictive Analytics ConstructionForecast project outcomes using historical data: cost overruns, schedule delays, risk probabilities. Machine learning models for construction prediction.
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rootcastleco Bundle Database Migrations SQL MigrationsSQL Database Migration Strategy and Implementation
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aladicf Skill Data Viz 9Design or improve data visualizations, charts, and data presentation interfaces. Use when the user asks to add charts, build dashboards, visualize data, choose chart types, make data accessible, or present metrics and analytics.
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galyarderlabs Bundle Financial Analyst 2Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making. Use when analyzing financial statements, building valuation models, assessing budget variances, or constructing financial projections and forecasts. Also applicable when users mention financial modeling, cash flow analysis, company valuation, financial projections, or spreadsheet analysis.
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galyarderlabs Bundle Analytics Tracking 2Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
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pleaseai Skill Gws Sheets ReadGoogle Sheets: Read values from a spreadsheet.
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pleaseai Skill Gws Sheets AppendGoogle Sheets: Append a row to a spreadsheet.
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asiaostrich Skill Database Assistant引导数据库设计、迁移与查询优化。 Use when: schema 设计、迁移规划、查询优化、索引策略。 Not for: 应用程序代码迁移或框架升级——请用 /migrate;数据之上的 API 契约——请用 /api-design。 Keywords: database, schema, migration, SQL, index, query, 数据库, 迁移, 查询, 索引策略.
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intent-solutions-io Bundle Detecting SQL Injection VulnerabilitiesThis skill enables Claude to detect SQL injection vulnerabilities in code. It uses the sql-injection-detector plugin to analyze codebases, identify potential SQL injection flaws, and provide remediation guidance. Use this skill when the user asks to find SQL injection vulnerabilities, scan for SQL injection, or check code for SQL injection risks. The skill is triggered by phrases like "detect SQL injection", "scan for SQLi", or "check for SQL injection vulnerabilities".
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intent-solutions-io Bundle Generating Stored ProceduresThis skill uses the stored-procedure-generator plugin to create production-ready stored procedures, functions, triggers, and custom database logic. It supports PostgreSQL, MySQL, and SQL Server. Use this skill when the user asks to "generate stored procedure", "create database function", "write a trigger", or needs help with "database logic", "optimizing database performance", or "ensuring transaction safety" in their database. The skill is activated by requests related to database stored procedures, functions, or triggers.
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pleaseai Skill Recipe Log Deal UpdateAppend a deal status update to a Google Sheets sales tracking spreadsheet.
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pleaseai Bundle Supabase Postgres Best PracticesPostgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Postgres database: creating or altering tables and columns (including choosing column types), schema design, migrations and declarative schema files, RLS policies and the tests that verify them, indexes, triggers, database functions, queues and scheduled jobs (pg_cron, pgmq), vector/semantic search (pgvector), and restoring dumps (pg_restore) or importing data. Also load it when diagnosing slow queries, high CPU, timeouts, EXPLAIN plans, connection exhaustion, locking, bloat, or rows visible to the wrong user or tenant. This is not just a performance guide — schema, migration, security, and SQL authoring tasks need these rules too, even for a one-column change or a single query.
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pleaseai Skill Recipe Backup Sheet As CSVExport a Google Sheets spreadsheet as a CSV file for local backup or processing.
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pleaseai Skill Prisma Driver Adapter ImplementationRequired reference for Prisma ORM 7 SQL driver adapter work. Use when implementing or modifying adapters, adding database drivers, or touching SqlDriverAdapter, Transaction, savepoint, result mapping, or DriverAdapterError behavior. Covers current transaction lifecycle, optional savepoint hooks, original database-error preservation, and verification.
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pleaseai Skill Recipe Create Expense TrackerSet up a Google Sheets spreadsheet for tracking expenses with headers and initial entries.
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pleaseai Skill Recipe Sync Contacts To SheetExport Google Contacts directory to a Google Sheets spreadsheet.
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pleaseai Skill Recipe Create Events From SheetRead event data from a Google Sheets spreadsheet and create Google Calendar entries for each row.
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yuukias Bundle DaskDistributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.
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yuukias Bundle PolarsFast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex.
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yuukias Bundle XLSXUse this skill any time a spreadsheet file is the primary input or output. Trigger especially when the user references a spreadsheet file by name or path — even casually (like \"the xlsx in my downloads\") — and wants something done to it or produced from it.
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yuukias Bundle SeabornStatistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use scientific-visualization.
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nahisaho Skill Scientific Clinical Trials Analytics 2臨床試験レジストリ解析スキル。ClinicalTrials.gov API v2 経由の 多基準試験検索 (疾患×介入×地域×フェーズ×ステータス)、試験詳細取得 (適格基準・アウトカム・施設・有害事象)、競合ランドスケープ解析、 AI 支援試験デザイン (ClinicalTrialDesignAgent)、バルクデータ取得・CSV エクスポート を統合した臨床研究支援パイプライン。
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fusengine Bundle Security Scan 2Use when scanning for XSS, SQL injection, command injection, hardcoded secrets, or any OWASP Top 10 vulnerability across a codebase.
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tractorjuice Skill Arckit Us Zero Trust 2[COMMUNITY] Assess a US federal civilian system against the CISA Zero Trust Maturity Model v2.0 — scoring 5 pillars (Identity, Devices, Networks, Apps & Workloads, Data) and 3 cross-cuts (Visibility & Analytics, Automation & Orchestration, Governance) across 4 maturity stages.
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yuukias Bundle FlowioParse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.
Frequently asked questions
What are Data & Analytics agent skills?
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
Which Data & Analytics skills are most installed?
Popular Data & Analytics skills on SkillMD right now include ifc-to-excel, rvt-to-excel, data-profiler. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Data & Analytics skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.