--- title: "数据与分析 - 工作流专栏 | 思行致远" canonical: "https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/" dateModified: "2026-09-14T19:22:42+08:00" --- 打开 AI·外脑目录 AI·外脑 [返回专栏首页](https://siyuanailab.com/knowledge/) × 站内搜索 ⌕ 主要栏目 - [AI 核心概念](https://siyuanailab.com/knowledge/ai-core/) - [工作流](https://siyuanailab.com/knowledge/workflows/) - [工具配置与选型](https://siyuanailab.com/knowledge/toolkits/) - [信源与标准](https://siyuanailab.com/knowledge/sources/) - [场景案例 待开发](https://siyuanailab.com/knowledge/scenarios/) - [职业与能力](https://siyuanailab.com/knowledge/career/) 专题 - [从这里开始](https://siyuanailab.com/knowledge/start/) - [获取与安装](https://siyuanailab.com/knowledge/install/) - [建设日志](https://siyuanailab.com/knowledge/ops/) [工作流子目录](https://siyuanailab.com/knowledge/workflows/) 基础设施层 - [浏览器自动化 **5**](https://siyuanailab.com/knowledge/workflows/infrastructure/browser-automation/) - [MCP 工具 **5**](https://siyuanailab.com/knowledge/workflows/infrastructure/mcp-tools/) - [文件系统与本地执行 **5**](https://siyuanailab.com/knowledge/workflows/infrastructure/filesystem-local/) - [API 网关与工具路由 **5**](https://siyuanailab.com/knowledge/workflows/infrastructure/api-tool-routing/) Skill 生产线 - [目标明确 **5**](https://siyuanailab.com/knowledge/workflows/skill-forge/goal-definition/) - [Skill 设计 **5**](https://siyuanailab.com/knowledge/workflows/skill-forge/skill-design/) - [代码实现 **5**](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/) - [测试评估 **5**](https://siyuanailab.com/knowledge/workflows/skill-forge/testing-evaluation/) Skill 参考库 - [写作与内容 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/writing-content/) - [研究与知识 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/) - [沟通与协作 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/communication-collaboration/) - [产品与项目 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/product-project/) - [数据与分析 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/) - [WF-061 数据与分析参考：claude data analysis](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/skill-library-data-analysis-claude-data-analysis/) - [WF-062 数据与分析参考：DbRheo CLI](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/skill-library-data-analysis-dbrheo-cli/) - [WF-063 数据与分析参考：langgraph text to sql agent](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/skill-library-data-analysis-langgraph-text-to-sql-agent/) - [WF-064 数据与分析参考：ReFoRCE](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/skill-library-data-analysis-reforce/) - [WF-065 数据与分析参考：text to sql agent](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/skill-library-data-analysis-text-to-sql-agent/) - [创意与设计 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/creative-design/) - [商业与营销 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/business-marketing/) Agent Building 只收录有多步工作流、工作标准、Loop、Harness、工具链或通信机制的真 Agent；不收纯 persona、profile、curated list 或只有 system prompt 的仓库。 - [多 Agent 框架 **5**](https://siyuanailab.com/knowledge/workflows/agent-building/multi-agent-frameworks/) - [工作流编排 **5**](https://siyuanailab.com/knowledge/workflows/agent-building/workflow-orchestration/) - [Sub-agent 模式 **5**](https://siyuanailab.com/knowledge/workflows/agent-building/sub-agent-patterns/) - [Harness 与评估 **5**](https://siyuanailab.com/knowledge/workflows/agent-building/harness-evaluation/) Skill 参考库 · Data & Analysis # 数据与分析 数据清洗、报表生成、可视化、趋势洞察和指标解释。 当前公开卡片 5 张 数据与分析词条列表 | 编号 | 词条 | 英文名 | 一句话摘要 | 标签 | | --- | --- | --- | --- | --- | | WF-061 | [数据与分析参考：claude data analysis](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/skill-library-data-analysis-claude-data-analysis/) | claude-data-analysis | 一个 Claude Code 数据分析工作区模板，用 sub-agents、slash commands 和 hooks 管理数据探索、可视化、代码生成、报告和质量检查。 | 数据分析Text-to-SQL报表 | | WF-062 | [数据与分析参考：DbRheo CLI](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/skill-library-data-analysis-dbrheo-cli/) | DbRheo-CLI | 一个数据库/数据分析 CLI Agent，用自然语言探索 schema、生成安全 SQL、执行查询，并可运行 Python 分析和导出数据。 | 数据分析Text-to-SQL报表 | | WF-063 | [数据与分析参考：langgraph text to sql agent](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/skill-library-data-analysis-langgraph-text-to-sql-agent/) | langgraph-text-to-sql-agent | 一个 LangGraph + Ollama 的本地 Text-to-SQL demo，用顺序节点把自然语言问题转成 SQL、执行并解释结果。 | 数据分析Text-to-SQL报表 | | WF-064 | [数据与分析参考：ReFoRCE](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/skill-library-data-analysis-reforce/) | ReFoRCE | 一个研究级 Text-to-SQL Agent，通过数据库信息压缩、自我修正、多数投票和列探索处理复杂企业 schema。 | 数据分析Text-to-SQL报表 | | WF-065 | [数据与分析参考：text to sql agent](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/skill-library-data-analysis-text-to-sql-agent/) | text-to-sql-agent | 一个 LangChain Text-to-SQL 教程仓库，用 Claude Sonnet、SQLDatabase 和 LangSmith trace 演示自然语言查询 Chinook SQLite。 | 数据分析Text-to-SQL报表 |