metabase-reference

Document Metabase REPL commands, API patterns, and MCP workflows for bug reproduction.

10|Updated Mar 2, 2026
One-click install
npx skills add https://github.com/metabase/repro-bot --skill metabase-reference
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: metabase-reference
Source: https://github.com/metabase/repro-bot/tree/main/.claude/skills/metabase-reference
Command: npx skills add https://github.com/metabase/repro-bot --skill metabase-reference

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides reference material for Metabase reproduction workflows, including REPL recipes, API patterns, and MCP tooling guidance to accelerate investigations.

Core Features & Use Cases

  • REPL recipes to inspect models, data, and configurations.
  • API pattern examples for common reproduction steps and test scenarios.
  • MCP tool references outlining the commands and workflows used to orchestrate repros.

Quick Start

Consult this reference to quickly locate REPL recipes, API usage patterns, and MCP tool workflows for Metabase reproduction tasks.

Frequently Asked Questions about metabase-reference

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I reproduce Metabase bugs using REPL commands?

Metabase bug reproduction uses specific REPL recipes to inspect models, data, and configurations. This reference provides actionable command patterns to query internal application state and validate environmental data during investigations.

What API patterns are available for Metabase reproduction workflows?

Metabase reproduction workflows utilize documented API patterns to execute common test scenarios and reproduction steps. These examples guide interactions with Metabase endpoints to replicate specific bug conditions across environments.

How does MCP tooling orchestrate Metabase reproduction tasks?

MCP tooling orchestrates Metabase reproduction by outlining specific commands and workflows. This reference documents the MCP tool references needed to coordinate and execute complex reproduction sequences across different Metabase versions.

Can I use these Metabase reproduction recipes across different versions and environments?

These Metabase reproduction recipes apply across scenarios involving different Metabase versions, environments, and data states. The reference structure provides a rich, actionable body for context during execution regardless of environment.

What is the best way to inspect Metabase models and data during a reproduction?

The best way to inspect Metabase models and data is using dedicated REPL recipes. This reference material accelerates investigations by providing commands to directly query and validate application configurations and data states.

Why do I need a reference for Metabase reproduction workflows?

A reference for Metabase reproduction workflows is needed to accelerate investigations. It consolidates REPL recipes, API usage patterns, and MCP tool workflows into a structured format, eliminating the need to search for commands manually.