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From data-engineering
Audit whether a dbt incremental model uses the right incremental strategy for the repo, the data shape, and the operational constraints.
npx claudepluginhub yeaight7/agent-powerups --plugin data-engineeringHow this skill is triggered — by the user, by Claude, or both
Slash command
/data-engineering:dbt-incremental-strategy-auditThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
You are auditing a dbt incremental model.
Guides technical evaluation of code review feedback: read fully, restate for understanding, verify against codebase, respond with reasoning or pushback before implementing.
Share bugs, ideas, or general feedback.
You are auditing a dbt incremental model.
Your goal is not to praise clever implementations. Your goal is to determine whether the chosen incremental strategy is justified, understandable, maintainable, and consistent with the repository conventions.
materialized='incremental'incremental_strategyis_incremental() logicunique_keypartition_by/cluster_by/partitionspre_hook/post_hookA. Current model runtime behavior B. Repo convention comparison C. Strategy risks D. Whether the complexity is justified E. Safer alternative F. Minimal-diff recommendation G. Validation plan