metabase/metabase-cli

data-action

Author and run Metabase data actions with the `mb` CLI — saved, parameterized native SQL writes (INSERT, UPDATE, DELETE) filed in a collection and run with values. Covers enabling them on a database, the collection they go in, the body, mapping template tags…

Langue du texte source : anglais

transform

Author and run Metabase transforms via `mb` — body shape (native SQL or structured MBQL), create + run-with-wait, run inspection, dependencies, cancel, the `update`-vs-recreate iteration rule, the writable-keys-only PATCH contract, transform tests (fixtures…

Langue du texte source : anglais

core

Foundations for driving Metabase from the terminal with the `mb` CLI — authentication and named profiles, the flag/output/`--json` conventions every command shares, JSON body input, command discovery via `--help` (add `--json` for machine-readable schemas),…

Langue du texte source : anglais

git-sync

Round-trip Metabase content (cards, dashboards, transforms, snippets, collections, Library-published table/field metadata) between an instance and a git remote via `mb git-sync …` — status, dirty / has-remote-changes checks, import, export (with branch guard…

Langue du texte source : anglais

add-resource-command

Add a Metabase API resource end-to-end — Zod schema in `packages/client/src/domain/`, methods in `packages/client/src/resources/`, list/get commands in `packages/cli/src/commands/<noun>/`, unit tests where logic warrants them, and a comprehensive e2e suite.…

Langue du texte source : anglais

review

Strict end-of-task review. Use before marking any non-trivial task done. Returns axis-by-axis pass/fail; any FAIL blocks completion. Trigger on user /review or end-of-task self-check.

Langue du texte source : anglais

add-e2e-test

Add an end-to-end test that drives the built CLI against a real Metabase via docker compose. Use whenever the user asks to "add an e2e test for `<command>`", "wire `<noun> <verb>` into tests/e2e", "cover the new command end-to-end", or anything that creates a…

Langue du texte source : anglais

dashboard

Build Metabase dashboards via the `mb` CLI — lay out dashcards on the 24-column grid (`{col,row,size_x,size_y}` math, per-chart default sizes) and turn cards into a filterable, cross-linked app. Covers wiring filters to cards (parameters +…

Langue du texte source : anglais

transform-test-plan

Derive a comprehensive test plan for a transform — the fixture cast, the expectations, hand-derived expected rows, and a coverage matrix — from the model's declared design. Covers input partitioning (zero-case, multiplicity, dirty rows), grain / conservation…

Langue du texte source : anglais

native-sql

Author native SQL queries with parameters (filter widgets) for the `mb` CLI. Native SQL is a query whose single stage is raw SQL (`mbql.stage/native`) instead of structured MBQL — the same query envelope, so it is pre-flight-validated and round-trips. Covers…

Langue du texte source : anglais

metadata

Set Metabase field and table metadata via the `mb` CLI — semantic types, foreign-key targets, dropdown/scan behavior, column visibility, and display names. The point is the causal chain — one metadata edit unlocks a downstream feature (a FK target enables…

Langue du texte source : anglais

document

Author and edit Metabase documents via `mb` — the TipTap (ProseMirror) JSON body shape, the node-type inventory (paragraphs, headings, lists, plus the Metabase-custom `cardEmbed` / `smartLink` / `flexContainer` / `resizeNode`), the per-node-type `_id`…

Langue du texte source : anglais

mbql

Author and debug MBQL query bodies for the `mb` CLI — the query shape, clauses, filters, aggregation and breakout, order and limit, expressions, joins and FK columns, multi-stage pipelines, saved questions and definitions as sources, output column names, and…

Langue du texte source : anglais

visualization

Choose a card's `display` (chart type) and author its `visualization_settings` for the `mb` CLI — which chart fits which data shape, the required keys per chart, the rule that settings name OUTPUT columns, and the `column_settings` JSON-string-key footgun;…

Langue du texte source : anglais

metabase-cli

Drive a Metabase instance from the terminal via the `mb` CLI — auth, databases, cards, dashboards, transforms, queries, search, git-sync. Discovery entry; load the full guide with `mb skills get core`.

Langue du texte source : anglais

audit-architecture

Whole-repo architectural drift sweep. Spawns eight parallel read-only subagents, each focused on one axis across the entire codebase (not just the diff). Aggregates findings into a single severity-ranked report. Use periodically, before milestones, or on user…

Langue du texte source : anglais

data-workflow

Guided, end-to-end data work through the `mb` CLI — investigate a raw database, build clean analysis-ready tables, define reusable segments/measures/metrics, answer questions, and build dashboards. Detects where the data is, holds the shared conventions for…

Langue du texte source : anglais

notification

Scheduled delivery of Metabase content by email, Slack, or webhook — question alerts (`mb alert …`, one card, fires on a send condition) and dashboard subscriptions (`mb subscription …`, one dashboard, fires on a schedule). Covers choosing between them, the…

Langue du texte source : anglais