materializeinc/materialize

1

mz-commit or mentions committing, pre-commit checks, pull requests in Materialize. Also "ship it", "ready to merge". For code r…

materializeinc/materialize

5

2

materialize-docs Materialize documentation for SQL syntax, data ingestion, concepts, and best practices. Use when users ask about Mate…

materializeinc/materialize

4

3

mz-adapter-guide Correctness invariants + architecture: adapter, coordinator, pgwire, peek paths, timestamp oracle. Trigger: questions…

materializeinc/materialize

4

4

mz-benchmark Add/modify/debug Materialize perf benchmark scenarios. Three frameworks: Feature Benchmark (single-op micro), Scalabi…

materializeinc/materialize

4

5

mz-parallel-workload Extend parallel-workload stress framework: random SQL concurrently to catch panics + unexpected errors (not perf — se…

materializeinc/materialize

4

6

mz-profile "debug performance", or mentions profiling, samply, heaptrack, flame graphs, memory checking, binary size, slow queri…

materializeinc/materialize

4

7

mz-query-tracing Debug SQL execution time via distributed tracing (OpenTelemetry / Tempo). "this SELECT takes forever", or latency bre…

materializeinc/materialize

4

8

mz-run Trigger: "run Materialize locally", "start environmentd", "check compilation", "format code", "lint", "cargo check", …

materializeinc/materialize

4

9

mz-test Run tests + pick test framework in Materialize. Trigger: "run tests", "run testdrive", "run sqllogictest", "run mzcom…

materializeinc/materialize

4

10

mz-debug-ci Investigate CI failures on PR via gh + Buildkite MCP or bk CLI. Trigger: failing checks, Buildkite failures, CI issue…

materializeinc/materialize

3

11

mz-limits-test Add/modify/debug limits test. Trigger: "limits test", "Generator subclass", "many objects", "scaling test", or stress…

materializeinc/materialize

3

12

mz-platform-checks Create/modify/debug platform check. Trigger: "platform check", "platform-checks", "upgrade check", "restart check", o…

materializeinc/materialize

3

13

mz-pr-review Local code review of current branch vs Materialize standards. Trigger: "review my code", "review my changes", "check …

materializeinc/materialize

3

14

adapter-guide This skill should be used when the user works on the adapter layer, coordinator, pgwire, frontend peek path, peek cli…

materializeinc/materialize

1

15

debug-ci Investigate CI failures on a PR using gh and bk CLI tools. Triggers when asked about failing checks, Buildkite failur…

materializeinc/materialize

1

16

limits-test This skill should be used when the user wants to add, modify, or debug a limits test. Trigger when the user mentions …

materializeinc/materialize

1

17

parallel-workload This skill should be used when the user wants to extend the parallel-workload test framework, add a new action, modif…

materializeinc/materialize

1

18

platform-checks This skill should be used when the user wants to create, modify, or debug a platform check. Trigger when the user men…

materializeinc/materialize

1

19

query-tracing This skill should be used when the user wants to debug or trace where time is spent during query execution in Materia…

materializeinc/materialize

1