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* test(ai_evals): pipeline coverage for AI sessions + editor e2e Add a complex incremental DuckLake pipeline case, harden the two-node case, and encode the declarative pipeline contract (`-- on` triggers, `-- materialize` + bare SELECT) in the pipeline judgeChecklists so the LLM judge stops false-negativing correct nodes. Add a deterministic Playwright e2e that seeds annotated pipeline scripts and asserts the /pipeline/<folder> editor derives the lineage DAG. Fixes WIN-2229 Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat(ai): steer pipeline chat to DuckDB+materialize and warn on missing storage The pipeline authoring prompt (getPipelinePrompt, used by the global/session chat and the /pipeline editor) was neutral on language choice and said nothing about storage readiness. Default it to duckdb materializing into DuckLake unless the work specifically needs postgres/data-tables or bun/python, and add a storage prerequisites section: a DuckLake pipeline needs workspace object storage + a DuckLake catalog, so warn when none is configured and give role-appropriate next steps (admin: workspace settings; others: ask an admin). Drafting is not blocked. A/B on sonnet (global pipeline cases): no regression, +639 finalContext tokens. Fixes WIN-2229 Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * test(ai_evals): address review - e2e teardown, async-edge note, merge-mode hedge Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * chore(ai): address review nits - drop phantom list_ducklakes tool ref, trim narration comments Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * feat(ai): add list_ducklakes chat tool for pipeline storage readiness The pipeline counterpart to list_datatables: lists the workspace's configured DuckLake catalogs so the chat can detect the storage prerequisite before building a DuckLake pipeline and warn with role-appropriate next steps when none exists (drafting stays unblocked). Wired into the global tool set and referenced from the pipeline authoring prompt. In the eval run all three pipeline cases called it unprompted with no build regression. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * chore(ai): fix DuckDB annotation syntax in duckdb-default section (-- not //) Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>