From ad-migration
Use when editing, generating, reviewing, or debugging migrated dbt unit test specs and review artifacts that must stay consistent across paired test skills.
npx claudepluginhub accelerate-data/migration-utilityThis skill uses the workspace's default tool permissions.
Shared contract for `generating-tests` and `reviewing-tests`. Keep these rules stable so the pair can evolve without drifting.
Guides Payload CMS config (payload.config.ts), collections, fields, hooks, access control, APIs. Debugs validation errors, security, relationships, queries, transactions, hook behavior.
Builds scalable data pipelines, modern data warehouses, and real-time streaming architectures using Spark, dbt, Airflow, Kafka, and cloud platforms like Snowflake, BigQuery.
Builds production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. For data pipelines, workflow orchestration, and batch job scheduling.
Shared contract for generating-tests and reviewing-tests. Keep these rules stable so the pair can evolve without drifting.
Do not use this skill for command orchestration, readiness checks, or fixture-quality heuristics that belong only to review.
| Invariant | Rule |
|---|---|
| Source of truth | Re-derive branches from current SQL; stored manifests may be stale |
| Artifact ownership | Generator owns TestSpec; reviewer owns TestReviewOutput |
| Cross-artifact IDs | Branch, scenario, uncovered, and feedback IDs must resolve within the owning artifact |
| Repair scope | On reviewer-driven reruns, repair named gaps first and preserve non-targeted approved scenarios and expect blocks |
| Evidence standard | Coverage and verdict claims must be derivable from artifact content, not prose |
branch_manifest as authoritative.