Best AI Skills for Data Scientists and Analysts

The best AI skills for data professionals. Analysis, visualization, machine learning, and data pipeline skills for data teams.

📋 All 30 Skills

ab-test-setup
Claude
Ab Test Setup

Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.

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acreadiness-assess
ClaudeGitHub Copilot
Acreadiness-Assess

Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html

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acreadiness-policy
ClaudeGitHub Copilot
Acreadiness-Policy

Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant chec

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adr-generator
ClaudeGitHub Copilot
ADR Generator

Expert agent for creating comprehensive Architectural Decision Records (ADRs) with structured formatting optimized for A

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advanced-evaluation
Claude
advanced-evaluation

This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation ru

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agent-memory-mcp
Claude
Agent Memory Mcp

A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns,

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agent-tool-builder
Claude
Agent Tool Builder

Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and

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agent-orchestrator
Claude
agent-orchestrator

Meta-skill que orquestra todos os agentes do ecossistema. Scan automatico de skills, match por capacidades, coordenacao

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agent-squad
Claude
agent-squad

Main agent orchestrator that coordinates a specialized squad of agents

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agentfolio
Claude
Agentfolio

Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.

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agentic-actions-auditor
ClaudeChatGPT
agentic-actions-auditor

Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Ge

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agentmail
Claude
agentmail

Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via t

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agentphone
Claude
agentphone

Build AI phone agents with AgentPhone API. Use when the user wants to make phone calls, send/receive SMS, manage phone n

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agents-v2-py
Claude
Agents V2 Py

Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hos

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agents-md
Claude
agents-md

This skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up C

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ai-agent-bundle
Claude
Ai Agent Bundle

Bundle of 90+ granular skills for LangGraph, CrewAI, Agent Memory, AI Ethics, and autonomous agent patterns.

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ai-agent-development
Claude
Ai Agent Development

AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI,

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ai-agent-ai-spy
ClaudeClaude Code
AI Agent, AI Spy

Members from the Signal Foundation with some really great tips and tricks on how to turn your operating system into an i

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ai-agents-architect
Claude
Ai Agents Architect

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-

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ai-data-engineer
ClaudeChatGPT
AI Data Engineer

Expert guidance on the complete modern data stack from ingestion to analytics: batch vs streaming, storage (Snowflake, B

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ai-engineer
Claude
Ai Engineer

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ai-ml
Claude
Ai Ml

AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipeli

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ai-product
Claude
Ai Product

Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in produ

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ai-wrapper-product
ClaudeChatGPT
Ai Wrapper Product

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just

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ai-analyzer
Claude
ai-analyzer

AI驱动的综合健康分析系统,整合多维度健康数据、识别异常模式、预测健康风险、提供个性化建议。支持智能问答和AI健康报告生成。

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ai-md
Claude
ai-md

Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested across 4 models. Same rules, fewer

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ai-native-cli
Claude
ai-native-cli

Design spec with 98 rules for building CLI tools that AI agents can safely use. Covers structured JSON output, error han

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ai-prompt-engineering-safety-best-practices
ClaudeGitHub Copilot
Ai-Prompt-Engineering-Safety-Best-Practices

Comprehensive best practices for AI prompt engineering, safety frameworks, bias mitigation, and responsible AI usage for

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ai-readiness-reporter
ClaudeGitHub Copilot
Ai-Readiness-Reporter

Runs the AgentRC readiness assessment on the current repository and produces a self-contained, static HTML dashboard at

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ai-ready
ClaudeGitHub Copilot
Ai-Ready

Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue te

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