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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tomevault-io Bundle Instrument Data To AllotropeConvert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full ASM JSON, flattened CSV for easy import, and exportable Python code for data engineers. Common triggers include converting instrument files, standardizing lab data, preparing data for upload to LIMS/ELN systems, or generating parser code for production pipelines. Use when this capability is needed.
- tomevault-io Bundle Databricks App Python
Builds Python-based Databricks applications using Dash, Streamlit, Gradio, Flask, FastAPI, or Reflex. Handles OAuth authorization (app and user auth), app resources, SQL warehouse and Lakebase connectivity, model serving integration, and deployment. Use when building Python web apps, dashboards, ML demos, or REST APIs for Databricks, or when the user mentions Streamlit, Dash, Gradio, Flask, FastAPI, Reflex, or Databricks app.
- tomevault-io Bundle Gorm SQL Migration Safety
Database migration safety review for GORM + PostgreSQL. Use when writing or reviewing schema changes, AutoMigrate usage, ALTER TABLE statements, or index creation. Covers zero-downtime patterns, NOT NULL backfill, CONCURRENTLY indexes, idempotency, and rollback files. Use when this capability is needed.
- tomevault-io Bundle Content Trend Researcher
Advanced content and topic research skill that analyzes trends across Google Analytics, Google Trends, Substack, Medium, Reddit, LinkedIn, X, blogs, podcasts, and YouTube to generate data-driven article outlines based on user intent analysis Use when this capability is needed.
- tomevault-io Bundle Clickhouse Driver Best Practices
Best practices for building ClickHouse client libraries, drivers, and Spring Boot integrations. Use when user says "build a ClickHouse client", "write a ClickHouse driver", "configure ClickHouse connection", "add retry to ClickHouse", or works with ClickHouse JDBC, HTTP client, connection pooling, retry policies, or query execution wrappers. Covers 12 rules across connection management, retry handling, query execution, and observability. Do NOT use for ClickHouse SQL query optimization or schema design — use clickhouse-best-practices for that. Use when this capability is needed.
- tomevault-io Bundle Delegation Best Practices
Reference for Role to Specialist delegation patterns with MCP architecture, including quality validation, coordination protocols, and proven patterns Use when this capability is needed.
- tomevault-io Bundle Alibabacloud Rds Instances Manage
通过阿里云 RDS OpenAPI 与只读 SQL 工具管理 RDS 实例。在用户需要查询/管理阿里云 RDS、执行只读 SQL、查看实例/监控/慢日志/参数时使用。需先配置环境变量 ALIBABA_CLOUD_ACCESS_KEY_ID、ALIBABA_CLOUD_ACCESS_KEY_SECRET，再通过命令行工具 alibabacloud-rds-instances-manage 列出并执行工具。 Use when this capability is needed.
- tomevault-io Bundle Project Completion Knowledge Extraction
Distribute completed project work from sandbox to proper repositories using three-tier documentation architecture. Ensures code, knowledge, and patterns are extracted and properly organized when projects complete. Use when this capability is needed.
- tomevault-io Bundle Directus Open Source Headless Cms And Backend Platform
Directus is an open-source headless CMS that wraps any SQL database with instant REST and GraphQL APIs, a no-code admin panel, and granular role-based access control. It turns existing databases into full-featured backends with authentication, file storage, and real-time subscriptions. Use when this capability is needed.
- tomevault-io Bundle Directus SQL Native Headless Cms And Internal App Platform
Directus turns a SQL database into a headless CMS, admin app, and instant API layer without forcing a proprietary data model. It is a strong fit for teams that want self-hosted content operations, internal tooling, and database-first workflows with REST, GraphQL, auth, and extension support. Use when this capability is needed.
- tomevault-io Bundle Neo4j Knowledge Graph
Use when designing, importing, querying, or modernizing Neo4j knowledge graphs from CSV, Excel, pandas, Cypher, py2neo, the official neo4j Python driver, vector indexes, or GraphRAG workflows.
- tomevault-io Bundle Nocodb Self Hosted No Code Database Platform With REST API
NocoDB turns any SQL database into a smart spreadsheet with a full REST API. It provides a self-hosted Airtable alternative that connects to PostgreSQL, MySQL, SQLite, and other databases, enabling no-code data management with automation, collaboration, and API-first access. Use when this capability is needed.
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Spark SQL Op
Spark Sql Optimizer
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills SQL Query Op
Sql Query Optimizer
- tomevault-io Bundle Applied Artificial Intelligence Claude Code Toolkit SQL Opti
SQL Query Optimization Patterns
- tomevault-io Bundle Data Freshness Investigation
Trace data lineage backwards from blank dashboards to identify root cause (transformation, source extraction, or dashboard config). Uses parallel agent deployment for 4x faster investigation than manual approaches. Use when this capability is needed.
- tomevault-io Bundle Dylpickledev Claude Analytics Framework Github Investigation
Cross-Tool Integration Pattern: GitHub Cross-Repository Investigation
- tomevault-io Bundle Documentation Validator
Validate documentation completeness and quality before project completion Use when this capability is needed.
- tomevault-io Bundle Flutter Monolith Localization
CSVファイルを使用した文字列の外部リソース化・L10n対応と、利用方法について得るためのSKILL Use when this capability is needed.
- tomevault-io Bundle Using Dbt For Analytics Engineering
Use when doing any dbt work - building or modifying models, debugging errors, exploring unfamiliar data sources, writing tests, or evaluating impact of changes. Use for analytics pipelines, data transformations, and data modeling.
- tomevault-io Bundle Screen Time API Engineer
iOS 16+ Screen Time engineering skill for FamilyControls, ManagedSettings, ManagedSettingsUI, ScreenTime, and DeviceActivity/DeviceActivityMonitor extension workflows. Use for app and website blocking, custom shields, shield action handling, schedule-based enforcement, onboarding authorization flows, usage analytics reports, entitlement setup, App Review readiness, debugging, and production hardening. Use when this capability is needed.
- tomevault-io Bundle Takemi Ohama AI Agent Marketplace Data Analyst SQL Optimizat
Data Analyst SQL Optimization Skill
- tomevault-io Bundle Zenprojectgit Claude Code Plugins Plus Skills Windsurf Usage
Windsurf Usage Analytics
- tomevault-io Bundle Knowledge Organization Strategy
Framework for when to use Skills, Agents, or Patterns for organizing knowledge in the ADLC platform with decision criteria and migration strategies Use when this capability is needed.
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Cohort Analy
Cohort Analysis Creator
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Excel Formul
Excel Formula Generator
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Klingai Usag
Kling AI Usage Analytics
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills SQL Migratio
Sql Migration Generator
- tomevault-io Bundle Alibabacloud Rds Copilot
使用阿里云 RDS Copilot API,帮助用户完成 RDS 相关的智能问答、SQL 优化、实例运维和故障排查, 可直接调用 uv run ./scripts/call_rds_ai.py 脚本获取实时结果。 Use when this capability is needed.
- tomevault-io Bundle Agent MCP Integration Guide
Complete reference for MCP tool integration across specialist and role agents including server inventory, tool recommendations, and security protocols Use when this capability is needed.
- tomevault-io Bundle Helixdevelopment Helixagent Detecting SQL Injection Vulnerab
Detecting Sql Injection Vulnerabilities
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Excel Macro
Excel Macro Creator
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Windsurf Usa
Windsurf Usage Analytics
- tomevault-io Bundle Supabase MCP Server For Database And Project Management
Use when working with an official MCP server that connects Supabase projects to AI assistants like Claude, Cursor, and Windsurf. Enables natural-language database management, table operations, SQL queries, and project configuration through the Model Context Protocol.
- tomevault-io Bundle Historic SQL Table Digest
Convert one changed historic-SQL table usage bucket into typed table usage evidence for deterministic _schema projection. Use when this capability is needed.
- tomevault-io Bundle Architecture Database Selection SQL Vs Nosql
Imported TRAE skill from architecture/Database_Selection_SQL_vs_NoSQL.md Use when this capability is needed.
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 instrument-data-to-allotrope, databricks-app-python, gorm-sql-migration-safety. 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.