从数据源自动生成月度运营数据 HTML 报告，支持 ECharts 图表、规则驱动结论、可折叠侧栏导航
Skills 库治理规范 - 新增、更新、删除 skill 的强制性守门流程。当 CC session 操作 skills/ 目录时自动触发。
Security-first vetting for OpenClaw skills. Use before installing any skill from ClawHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.
HTML 报告生成通用框架 - CSS 变量设计系统、专业组件库、ECharts 图表、Mermaid 流程图、动态居中布局、可折叠侧栏、规则驱动结论。当用户需要生成 HTML 报告、数据看板、SOP 文档、KPI dashboard 或任何自包含网页报告时使用。
Execute Jupyter notebooks end-to-end with SQL pre-validation, error diagnosis, and auto-fix loops. Use when "run notebook", "execute notebook", "test notebook", or "validate notebook execution".
Standardize Jupyter notebooks (.ipynb) for interactive data analysis workflows. Enforces a mandatory cell manifest (M1-M8 + archetype chapters) with tags ([CONFIG]/[SETUP]/[FUNC]/[RUN]/[VIZ]/[EXPORT]), structured markdown sections, and output prefixes ([OK]/[WARN]/[SKIP]). Use when the user wants to standardize, clean up, or create a notebook from scratch. Two archetypes: problem-driven (question-answer analysis) and monitoring (dimension-based periodic reporting).
SQL 分段验证、自我修复、结果导出与智能分析。流程：解析SQL → Dataphin MCP 验证元数据 → 自动修复 → 分段执行验证 → 导出 CSV → 智能分析（漏斗解读、异常识别、预判用户问题）。适用场景："跑一下这个SQL"、"验证这个查询"、"帮我执行并导出"、"分析一下结果"等。
.claude 目录配置治理和性能优化规范