Use when creating, reviewing, or fixing RisingWave SQLLogicTest (.slt/.slt.serial) tests, especially tests with system commands, connector fixtures, CI lane coverage, madsim compatibility, environment variables, or flaky/idempotent e2e behavior.
Use rust-analyzer CLI and editor/LSP settings to inspect, diagnose, and refactor RisingWave Rust code. Use when working in the RisingWave workspace and you need fast semantic analysis, unresolved-reference checks, macro-aware navigation, structured search/replace, or guidance on choosing the correct crate root and feature flags before heavier cargo or risedev commands.
Triage and fix failing Buildkite CI checks for RisingWave pull requests by extracting concrete failing tests, diffs, and error messages from Buildkite build/job logs and artifacts, then applying focused code or test fixes. Use when users ask to diagnose red Buildkite checks, investigate flaky/failing CI jobs, understand why a Buildkite build failed, or provide Buildkite/GitHub check URLs and want a concrete fix.