Chief Data Officer Advisor
插件 已验证 活跃Chief Data Officer advisory: AI training data audit (origin x class x use-case matrix with GDPR Art. 6 + EU AI Act citations -> GO/MITIGATE/NO-GO per source), data product strategy picker (warehouse vs lakehouse vs mesh + 6-layer build-vs-buy + 12-month sequencing), data asset valuator (strategic value 0-10 + M&A multiplier with carve-out penalties + 3 ranked productization paths). 4 references answering one decision each: training rights, data product strategy, customer-data-as-asset, data team org evolution. Stdlib-only. Standalone-installable; also bundled in c-level-skills. Strategic only - does not duplicate engineering data skills.
To equip Chief Data Officers and founders with structured, data-driven frameworks for making critical strategic decisions related to data assets and AI training.
功能
- AI training data audit with GDPR/EU AI Act citations
- Data product strategy selection (warehouse, lakehouse, mesh)
- Data asset valuation for M&A and productization
- Data team organizational evolution roadmap
使用场景
- Deciding if customer data can be used for AI model training
- Choosing the right data architecture and build-vs-buy strategy
- Valuing company data assets for fundraising or M&A
- Planning the next data team hires and organizational structure
非目标
- Tactical data engineering tasks (schema design, observability)
- Direct ML platform implementation
- Providing legal advice (but highlighting decisions requiring counsel)
Code Execution
- info:ValidationWhile the Python scripts likely have some internal validation for JSON inputs, explicit mention of a schema validation library like Zod or Pydantic is absent in the documentation.
Compliance
- info:GDPRThe plugin processes data based on user input and legal citations (GDPR Art. 6, EU AI Act), but does not specifically operate on personal data without sanitization; however, personal data may be submitted to the LLM if present in the input.
安装
请先添加 Marketplace
/plugin marketplace add alirezarezvani/claude-skills/plugin install chief-data-officer-advisor@claude-code-skills质量评分
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