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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diegosouzapw Bundle Airflow EtlGenerate Apache Airflow ETL pipelines for government websites and document sources. Explores websites to find downloadable documents, verifies commercial use licenses, and creates complete Airflow DAG assets with daily scheduling. Use when user wants to create ETL pipelines, scrape government documents, or automate document collection workflows.
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diegosouzapw Bundle PostkitPostgreSQL-native identity, configuration, metering, and job queues. SQL functions that work with any language or driver. Use when working with user management, sessions, permissions, access control, login/logout, MFA, password resets, relationship-based access, versioned configuration, prompts, usage tracking, quotas, billing periods, or background jobs in PostgreSQL. Covers authn (user/session management), authz (ReBAC permissions), config (versioned key-value storage), meter (usage tracking with reservations), and queue (job scheduling with retries and dead letters).
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diegosouzapw Bundle Agent BricksCreate and manage Databricks Agent Bricks: Knowledge Assistants (KA) for document Q&A, Genie Spaces for SQL exploration, and Multi-Agent Supervisors (MAS) for multi-agent orchestration. Use when building conversational AI applications on Databricks.
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diegosouzapw Bundle PDF AnalyzerAnalyze PDF, DOCX, and spreadsheet documents using vision models. Converts documents to images and extracts insights with layout preservation. Uses VT Code's native document processor (no container skills required).
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diegosouzapw Bundle Rvt To ExcelConvert RVT/RFA files to Excel databases. Extract BIM element data, properties, and quantities.
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diegosouzapw Bundle DataflowKailash DataFlow - zero-config database framework with automatic model-to-node generation. Use when asking about 'database operations', 'DataFlow', 'database models', 'CRUD operations', 'bulk operations', 'database queries', 'database migrations', 'multi-tenancy', 'multi-instance', 'database transactions', 'PostgreSQL', 'MySQL', 'SQLite', 'MongoDB', 'pgvector', 'vector search', 'document database', 'RAG', 'semantic search', 'existing database', 'database performance', 'database deployment', 'database testing', or 'TDD with databases'. DataFlow is NOT an ORM - it generates 11 workflow nodes per SQL model, 8 nodes for MongoDB, and 3 nodes for vector operations.
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diegosouzapw Bundle Go GooseUse this skill to plan, write, or run database migrations with the pressly/goose CLI and Go library (SQL/Go migrations, env vars, provider API, embedded migrations).
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diegosouzapw Bundle Agent SQL ProExpert SQL developer specializing in complex query optimization, database design, and performance tuning across PostgreSQL, MySQL, SQL Server, and Oracle. Masters advanced SQL features, indexing strategies, and data warehousing patterns.
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diegosouzapw Bundle Lcsc SupplierALL ALL LCSC RELATED OPERATIONS, including price checks, product searches, and BOM/CSV file generation. NEVER perform these actions manually - ALWAYS use this skill.
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diegosouzapw Bundle AnchorCreate and distribute podcasts with Anchor (Spotify for Podcasters) - manage episodes, analytics, and distribution
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diegosouzapw Bundle Data DesignerGenerate high-quality synthetic datasets using statistical samplers and Claude's native LLM capabilities. Use when users ask to create synthetic data, generate datasets, create fake/mock data, generate test data, training data, or any data generation task. Supports CSV, JSON, JSONL, Parquet output. Adapted from NVIDIA NeMo DataDesigner (Apache 2.0).
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diegosouzapw Bundle AdministrationHow to monitor usage, track costs, configure analytics, and measure ROI for Claude Code. Use when user asks about monitoring, telemetry, metrics, costs, analytics, or OpenTelemetry.
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diegosouzapw Bundle Analytics FlowAnalytics and data analysis workflow skill
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diegosouzapw Bundle Analyzing DataQueries data warehouse and answers business questions about data. Handles questions requiring database/warehouse queries including "who uses X", "how many Y", "show me Z", "find customers", "what is the count", data lookups, metrics, trends, or SQL analysis.
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diegosouzapw Bundle Using ChdbGuide for using chdb, an in-process SQL OLAP engine powered by ClickHouse. Covers pandas-compatible DataStore API, 16+ data sources (MySQL, PostgreSQL, S3, ClickHouse, MongoDB, Iceberg, Delta Lake, etc.), 10+ file formats, and cross-source joins. Use when the user wants to analyze data, query files, join multiple data sources, or build data integration pipelines.
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diegosouzapw Bundle Aibi DashboardsCreate AI/BI dashboards. CRITICAL: You MUST test ALL SQL queries via execute_sql BEFORE deploying. Follow guidelines strictly.
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diegosouzapw Bundle Apply MigrationApply SQL migration files to JusticeHub Supabase database with verification and error handling.
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diegosouzapw Bundle Aps Doc StagingExpert documentation generation for staging transformation layers. Auto-detects SQL engine (Presto/Trino vs Hive), documents transformation rules, PII handling, deduplication strategies, and data quality rules. Use when documenting staging transformations.
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diegosouzapw Bundle SQL DevelopmentT-SQL, stored procedures, and MS SQL Server DBA practices. Use when writing SQL queries, designing schemas, tuning SQL Server performance, managing backups, configuring security, or using SQL Server 2025+ features.
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diegosouzapw Bundle Dataql AnalysisAnalyze data files using SQL queries with DataQL. Use when working with CSV, JSON, Parquet, Excel files or when the user mentions data analysis, filtering, aggregation, or SQL queries on files.
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diegosouzapw Bundle Inquisitor ModeMulti-agent autonomous workspace organizing system for Claude Code. Triggers on "Inquisitor Mode". Orchestrates parallel reader/classifier/renamer agents to scan directories recursively, read file contents (PDF, DOCX, XLSX, images, TXT, CSV, JSON, code files), extract dates and metadata, rename files by content and date, generate structured JSON manifests, detect duplicates, link related documents, and reorganize directory structures. Features dry-run preview before execution, rollback capability, incremental processing, OCR for scanned documents, confidence-based routing to human review, and parallel worker dispatch via Task tool with circuit breakers. Adapted from Loki Mode orchestration patterns.
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diegosouzapw Bundle Smart WorkflowsSmartACE (Agentic Context Engineering) workflow engine with MCP-B (Master Client Bridge) and AMUM-QCI-ETHIC module. Dual database architecture using DuckDB (analytics) + SurrealDB (graph). Uses Blender 5.0 (bpy) and UE5 Remote Control. Use when (1) MCP-B agent-to-agent communication (INQC protocol), (2) AMUM 3→6→9 progressive alignment, (3) QCI quantum coherence states, (4) ETHIC principles enforcement (Marcel/Anthropic/EU AI Act), (5) SurrealDB graph relationships, (6) DuckDB SQL workflows, (7) ML inference with infera/vss, (8) Blender 5.0 headless processing, (9) UE5 scene control, (10) DuckLake time travel.
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diegosouzapw Bundle CSV CleanerClean and normalize CSV data by analyzing structure, detecting issues (missing values, duplicates, type inconsistencies), and applying transformations. Use when users need to prepare messy CSV files for analysis or import.
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diegosouzapw Bundle Python CoreCreate, write, build, debug, test, refactor, and optimize Python 3.10+ applications across all domains (data science, backend APIs, scripting, automation). Manage dependencies with uv (preferred), poetry, or pip. Implement type hints (typing module, generics, protocols), write tests with pytest (fixtures, parametrize, mocking), work with pandas DataFrames (creation, selection, groupby, merge), use dataclasses and decorators, handle errors with logging integration, and follow TDD workflows (Red-Green-Refactor). Configure virtual environments, pyproject.toml, and static analysis tools (mypy, pyright). Use when implementing Python features, fixing bugs, writing tests, managing packages, analyzing data, or building Python projects.
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diegosouzapw Bundle Segment CdpExpert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...
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diegosouzapw Bundle Annotating CSVAnnotates CSV rows using OpenAI by applying a prompt to each row and adding a new column with AI-generated results. Use when the user wants to classify, extract, summarize, or add AI-generated annotations to CSV data. Triggers on mentions of CSV annotation, row-by-row AI processing, bulk classification, or adding AI columns to spreadsheet data.
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diegosouzapw Bundle Anthropic XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
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diegosouzapw Bundle Add Data SourcesPrompts to integrate 70+ new crypto data sources into free-crypto-news, wiring them through the ProviderChain framework with circuit breakers, anomaly detection, and consensus. Covers market data, on-chain analytics, DeFi, derivatives, social, news, Solana ecosystem, L2s, NFTs, prediction markets, RWA, MEV, and more.
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diegosouzapw Bundle Analytics DesignDesign data analysis from purpose clarification to visualization. Use when analyzing data, exploring BigQuery schemas, building queries, or creating Looker Studio reports.
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diegosouzapw Bundle Dojo IndexerSet up and configure Torii indexer for GraphQL queries, gRPC subscriptions, and SQL access. Use when indexing your deployed world for client queries or real-time updates.
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diegosouzapw Bundle Query ExpertMaster SQL and database queries across multiple systems. Generate optimized queries, analyze performance, design indexes, and troubleshoot slow queries for PostgreSQL, MySQL, MongoDB, and more.
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diegosouzapw Bundle Youtube AutomationAutomate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.
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diegosouzapw Bundle Architecting DataStrategic guidance for designing modern data platforms, covering storage paradigms (data lake, warehouse, lakehouse), modeling approaches (dimensional, normalized, data vault, wide tables), data mesh principles, and medallion architecture patterns. Use when architecting data platforms, choosing between centralized vs decentralized patterns, selecting table formats (Iceberg, Delta Lake), or designing data governance frameworks.
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diegosouzapw Bundle Abaqus ExportExport Abaqus geometry and results. Use when user mentions exporting to STL, STEP, CSV, or generating input files for external use.
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diegosouzapw Bundle Sendgrid AutomationAutomate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...
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diegosouzapw Bundle Advanced AnalyticsAdvanced analytics including machine learning, predictive modeling, and big data techniques
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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 lcsc-supplier, airflow-etl, postkit. 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.