Individual skill

kimball_data_modeling

Use when designing or implementing dimensional data models following Kimball methodology — fact tables (transaction/snapshot/accumulating), dimension tables, SCD types (1/2/3/4/6), star/snowflake schemas, surrogate keys, conformed dimensions, role-playing dimensions, junk dimensions, bridge tables, date dimensions, degenerate dimensions, DDL patterns, and DML update strategies for loading and maintaining dimensional tables.

skills/kimball_data_modeling/SKILL.md

Source commit 75f49e7bf30c9908a0921911755abb6cc6c01f7b

What was checked

Matches the observed repository HEAD

Yes

Scanner rules are current

Yes

Repository scan complete

No

Skill scan complete

No

Observed behavior

Instructions only

Last checked

Nov 11, 2026

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