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Use Holistics analytics engineering skills and tooling to develop analytics in Holistics more effeciently and effectively. Tooling includes: MCP tools such as `generate_viz`, `search_docs`, and CLI such as `holistics aml validate`. Use this whenever working in a Holistics (AMQL) project.
How this skill is triggered — by the user, by Claude, or both
Slash command
/holistics-development:working-in-developmentThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
* Holistics Development environment is where the user develops their analytics as-code (AMQL), including modeling, metrics, dashboards, etc. before publishing them to the Reporting environment to provide analytics to end-users.
holistics aml validate <files...> to validate AML files after making any new changes. For example:
holistics aml validate "new file.model.aml" "new_file2.dataset.aml"holistics aml validate **/*.amlUtilize relevant Holistics MCP tools for your work. They provide high-quality knowledge and outputs.
npx claudepluginhub holistics/skills --plugin holistics-developmentAudits analytics dashboards and reports: inventories artifacts in BI tools/dbt/Airflow/PostHog/etc., assesses usage, metric definitions, decision value; flags issues, recommends keep/kill/add.
Analytics reconnaissance for takeover — find all analytics tools, inventory what's tracked and dashboarded, assess data freshness and metric definitions, and present a coverage map. Use when asked "what analytics exist", "BI assessment", or "what do we track".
Develops Streamlit data apps for Keboola deployment: validates schemas with Keboola MCP, builds SQL-first implementations, tests with Playwright. For dashboards, filters, pages, debugging.