pugongying-data-skills蒲公英数据开发工程师Skill套件 - 专为数据开发工程师设计的完整AI Skill生态系统。 包含7个核心模块:需求分析、架构设计、数据建模、SQL开发、ETL Pipeline、数据质量、数据测试。 当用户需要端到端数据开发解决方案、数据仓库建设、ETL开发、SQL优化、数据质量管理时触发。 触发词:数据开发...
Install via ClawdBot CLI:
clawdbot install shixiangyu2/pugongying-data-skillsGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
Post → https://www.postgresql.org/docs/current/planner-optimizer.htmlCalls external URL not in known-safe list
https://clawhub.comAI Analysis
The skill's core purpose is data warehouse testing, which is legitimate, but it references external URLs (postgresql.org, clawhub.com) not in a known-safe list. While these appear to be documentation or tool sites, their presence without clear justification within the skill's workflow introduces a low-level risk of unauthorized external calls.
Audited Apr 17, 2026 · audit v1.0
Generated May 9, 2026
对电商订单事实表进行单元测试和集成测试,验证字段完整性和数据一致性。适用于数据仓库ETL流程的日常回归测试。
对金融交易ADS层进行性能测试,评估P50/P95查询响应时间。适用于高并发金融数据分析和报表场景。
从ODS到DWS的完整测试工作流,验证数据血缘一致性和汇总准确性。适用于零售企业数据平台上线前验证。
对物流维度的缓慢变化维度(SCD2)进行集成测试,确保历史记录完整性和时间连续性。适用于物流数据仓库维度管理。
在广告投放ETL变更后执行全链路回归测试,包括单元测试和性能测试。适用于广告技术公司数据管道稳定性保障。
根据每次执行测试工作流的次数计费,适合中小型客户按需使用。客户可根据需求购买套餐包,每次测试消耗一次额度。
按月或年提供平台访问权限,包括测试模板库、自动化执行和报告功能。客户自助使用,持续更新测试用例库。
针对大型企业提供私有化部署、定制测试规范和与客户CI/CD集成。提供高级支持和技术咨询。
💬 Integration Tip
建议将此技能包集成到CI/CD流水线中,在每次数据模型变更后自动触发测试工作流,确保数据质量持续达标。
Scored Jun 29, 2026
Database Designer - POWERFUL Tier Skill
Skill Oracle — Curated documentation of quality ClawHub skills. Markdown tables telling agents which tools work and which are empty. Not an API or code library.
Database Schema Designer
Use when optimizing SQL queries, designing database schemas, or tuning database performance. Invoke for complex queries, window functions, CTEs, indexing strategies, query plan analysis.
Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka,...
Verify claims, statements, and information against reliable sources. Use when user asks to fact-check, verify, confirm, validate, or check the accuracy of an...