Use when drafting release notes or a changelog for this marketplace โ "draft the release notes", "what changed since the last release", "write the changelog", "generate the release-log entry". Mines squash-merged PR titles/bodies + linked issues between the last v-tag and HEAD and renders the docs/release-log.md entry plus a PR/release description, shaped to this repo's calendar-first release flow (ADR-001).
House conventions for reviewing a diff/PR and preparing a PR for merge in this repo. Use when the user says "prep this PR", "review this diff", "review this PR", "ready to merge?", "is this mergeable?", or before opening/landing a PR. Carries the repo-specific review checklist and PR-body shape; defers review *mechanics* to the built-in /code-review, /review, and /security-review commands.
Configure Cursor with the /build command from rpw-published. Use when setting up Cursor to use the build workflow, or when the user asks to add/configure the build command in Cursor.
Build and deploy Databricks Apps using the bash-over-REST starter template. Use when scaffolding, configuring, deploying, or iterating on Databricks Apps with Lakebase connectivity.
Define, deploy, run, and debug Databricks Jobs the house way โ DABs-defined (never UI-created), profile-based auth only (no PATs), with CLI log reading for the local-repro debugging loop. Use when creating or editing a Databricks job, wiring a job into a Databricks Asset Bundle (`databricks.yml`), scheduling a notebook/Python/dbt task, running a job from the CLI, or debugging a failed job run (reading run output, task logs, or `run-now` results).
Create, configure, and query Databricks Model Serving endpoints, and route every in-code LLM call through Model Serving (the `ChatDatabricks` / Model-Serving-first convention) instead of a provider SDK. Use when creating or configuring a serving endpoint, querying an endpoint, choosing how Python code should call an LLM, wiring auth passthrough for a deployed agent, or debugging the ambiguous-host-profile crash (`Use --profile to specify which profile to use` / `401 Credential was not sent`).
Classify Databricks Unity Catalog (UC) connections as MCP-native vs HTTP-proxy and pick the right one for a given MCP server. Use when wiring a UC connection into an MCP server, creating a new MCP server that needs Databricks auth, troubleshooting "Session terminated" or 32600 errors from `uc-mcp-proxy`, or deciding which UC connection name to point at on a workspace where multiple connections target the same upstream service.
Formatting and voice rules for authoring or editing Google Docs and customer-facing prose. Trigger on "write this up as a customer doc", "draft a gdoc", "format this doc", "email-style formatting", or editing any Google Doc tab or outbound customer write-up. Encodes email/technical-note structure (real headings, dashed bullets, bold scan-targets, inline code, functional emojis), customer-doc voice, pain-avoided framing, and render gotchas. NOT for plain code docs, READMEs, or code comments.