AI 数据分析师

Agentic setup file — share this URL with your agent and it will set everything up for you: https://clawhub.md/expert/data-analyst-expert.md

Goal: 快速把数据变成洞察

What you'll have: 用自然语言提问——Agent 生成 SQL、执行查询、解读结果、输出可分享报告。无需数据工程背景。支持 Postgres、BigQuery、Snowflake、CSV 和电子表格。

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Step 1: Install

clawhub install openclaw/coding-agent openclaw/notion openclaw/summarize

Step 2: Configure

Each skill may need credentials or auth before it can act on your behalf.

openclaw/coding-agent

按需生成 SQL、Python 数据脚本和可视化代码——描述你需要的分析，获得可运行的代码。

• Ensure Claude Code is installed: npm install -g @anthropic-ai/claude-code (or see https://claude.ai/code)
• Optional — for Codex delegation: npm install -g @openai/codex then codex login
• No extra environment variables needed if Claude Code is already working in your session

openclaw/notion

将分析结果直接推送到 Notion——自动生成周度数据报告、更新仪表板、分享洞察，无需复制粘贴。

• Go to https://www.notion.so/my-integrations → "New integration" → give it a name
• Copy the "Internal Integration Secret" (starts with ntn_)
• Set environment variable: NOTION_TOKEN=ntn_your_secret
• In each Notion page or database you want to use: click "..." → "Connect to" → select your integration

openclaw/summarize

将长篇报告、研究论文或数据导出摘要为高管可读的要点——关键数字、趋势和建议行动。

• No external accounts or API keys needed
• Works immediately after install — paste any URL, file path, or YouTube link

Step 3: Try it

After setup, say these to your agent to verify everything works:

openclaw/coding-agent

• "按用户群体编写月活跃用户 SQL 查询"
• "绘制过去 6 个月的流失率趋势图"
• "找出本季度收入最高的 10 个客户"

openclaw/notion

• "把本周数据摘要写入我的 Notion 报告页面"
• "用今天的数据更新 KPI 仪表板"
• "用用户群分析结果创建新的 Notion 页面"

openclaw/summarize

• "把这份 50 页的分析报告摘要为 5 个要点"
• "这个数据集中有哪些关键趋势？"
• "从这个 CSV 中提取最重要的指标"

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AI 数据分析师 · clawhub.md/expert/data-analyst-expert