Migrate stored procedures to dbt models. Provides commands for scoping, profiling, test generation, and model generation across the full migration pipeline.
Scan git worktrees for branches with merged PRs and clean them up (remove worktree, delete local and remote branches). Then sweep gone branches and remote-only branches that have merged PRs.
Batch model generation command — generates dbt models from stored procedures. Coordinates generation, review, unit-test setup, and unit-test repair stages via focused sub-agents.
Use when one or more migrated tables are ready for end-to-end test generation after scoping and profiling, and the command workflow should run generation, independent review, and expectation capture together.
Bootstraps a migration project and validates local prerequisites before source, target, and sandbox CLI setup.
Whole-scope mart migration planner. Validates readiness, scoping completeness, catalog ownership resolution, and writes a resumable Markdown operational plan.
Use when scoping a single table, view, or materialized view for migration and the next step depends on identifying its writer, SQL structure, or dependency call tree from catalog-backed DDL context.
Use when generated dbt unit test specs may have branch-coverage gaps, fixture-quality problems, or unresolved warnings across table, view, or materialized-view cases
Use when editing, generating, reviewing, or debugging migrated dbt unit test specs and review artifacts that must stay consistent across paired test skills.
Use automatically before any completion, successful, passing, PR-ready, merged, or stage-complete statement to verify fresh evidence and choose accurate claim wording.
Use when profiling a single table, view, or materialized view for migration and the next step depends on persisted classification, keying, watermark, foreign-key typing, PII handling, or stg-vs-mart view classification.
Admin access level
Server config contains admin-level keywords
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A Claude Code plugin that migrates warehouse stored procedures to dbt models. Targets silver and gold transformations from SQL-based sources; non-SQL runtimes are out of scope.
You work inside Claude Code, an AI-powered terminal CLI. The plugin adds migration-specific / commands that read your catalog, analyze SQL, write dbt model files, run proof-backed tests, and commit results to git automatically.
Deterministic setup tasks — DDL extraction, target scaffolding, sandbox management — are handled by the ad-migration terminal CLI, which you run directly in your shell outside the Claude Code session.
| Phase | Entry points | What it does |
|---|---|---|
| Project setup | /init-ad-migration, ad-migration setup-source / setup-target / setup-sandbox | Scaffold project files, extract DDL, scaffold dbt, create sandbox |
| Whole-mart migration | /migrate-mart-plan → /migrate-mart | Plan and execute a full mart end to end |
| Per-object migration | /scope-tables → /profile-tables → /generate-tests → /refactor-query → /generate-model | Controlled per-stage processing with git automation |
See CONTRIBUTING.md for contributor setup, development workflow, and PR conventions.
Elastic License 2.0 — free to use, not available as a managed service.
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