Convert business requirements into logical models and SQL schemas.
npx skills add https://github.com/kcc989/logoer --skill minimal-modeling
Please help me install this Agent Skill. Skill: minimal-modeling Source: https://github.com/kcc989/logoer/tree/main/.claude/skills/minimal-modeling Command: npx skills add https://github.com/kcc989/logoer --skill minimal-modeling
Minimal Modeling provides a disciplined approach to design database schemas by separating business concepts from technical implementation, reducing cognitive load and aligning data structures with business needs.
Provide a brief business-domain description, then identify anchors, attributes, and links to build a complete logical model, and finally derive a physical schema with pluralized table names and keys.
High-intent search queries and answers about installing and using this skill.
To translate vague business requirements into a database schema, use a two-phase process: first build a logical model identifying anchors, attributes, and links, then map them to a physical SQL schema with tables and keys.
The best way to design a logical data model for non-technical stakeholders is to separate business concepts from technical implementation, focusing on anchors and attributes to enable stakeholder validation before writing SQL.
You map a logical model to a physical SQL schema by translating identified anchors into pluralized table names, defining primary keys, and applying constraints to finalize the database structure.
Yes, you can validate database designs with stakeholders before writing SQL by using Phase A logical modeling to review business concepts, ensuring alignment with business needs prior to physical schema implementation.
A limitation of separating logical modeling from physical schema design is that it requires strict discipline to maintain alignment; anchors and attributes must be manually mapped to tables and constraints, increasing design overhead.
No, non-technical stakeholders do not need prior database knowledge for Phase A logical modeling, but technical knowledge is required for Phase B to generate physical SQL schemas with constraints and keys.
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